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- Repository@Napier
Daylighting Performance of Tubular Solar Light Pipes: Measurement, Modelling and Validation By Xiaodong Zhang A thesis submitted to Napier University for the degree of Doctor of Philosophy November 2002 Daylighting Performance of Tubular Solar Light Pipes: Measurement, Modelling and Validation a To my family 9.1nl, V9 Cý9 )ý,fQa Iyu -la M,%Z and my motherland China ii ABSTRACT The innovation of natural daylighting light pipe took place more than twenty yearsago. Sincethen its daylighting performancehasbeenreportedin a number of studies.To date,however, no mathematical bends light includes the that within pipes hasbeen madeavailable. straight-run and effect of method Therefore,a generalmathematicalmodel for light pipes is desirableto assessand predict its daylighting light Furthermore, the can enable assessment of pipe system's a general model such performance. efficiency and potential in energy saving. A modified form of daylight factor, Daylight PenetrationFactor (DPF), hasbeen introducedto build a sophisticatedmodel that takesaccountof the effect of both internal and external environmentalfactors, and light pipe configuration. Measurementsand mathematicalmodelling activities aimed at predicting the daylighting performanceof light pipes with various configurationsunder all weatherconditions in the UK were undertaken.A generaldaylighting performancemodel, namely DPF model, for light pipes was developedand validated.The model enablesestimationof daylight provision of the light pipes with a high degreeof accuracy,i.e. R2values of 0.95 and 0.97 for regressionbetweenpredictedand measuredilluminance were respectivelyobtainedfor the abovemodel. The DPF model usesthe most routinely measuredradiation data,i.e. the global illuminance as input. Consideringthat in real applications,light pipes installed in a particular building may not receivethe full amount of global illuminance as measuredby local meteorologicaloffice. This may be due to partial shadingof the light pipe top collector dome.Therefore,to enablethe application of the DPF model in practical exercisesfundamentalwork on sky diffuse illuminance measurementshave been undertaken. An exhaustivevalidation hasbeencarried out to examinethe DPF model in terms of the structureof the model and its performance.The DPF model was comparedagainststudiesby other independent researchersin the field. Independentdata setsgatheredfrom a separatesite were used to validate the performanceof the DPF model. Comprehensivestatisticalmethodshave beenapplied during the course of validation. Relevant,brief economicand environmentalimpact of the technology under discussion has also beenundertaken. One of the main achievementsof this work is the mathematicalmethod developedto evaluatethe daylighting performanceof light pipes. T'heother main achievementof this work is the development and validation of the DPF models for predicting light pipes' daylighting performance. iv DECLARATION I hereby declarethat the work presentedin this thesiswas solely carried out by myself at Napier University, Edinburgh, exceptwhere due acknowledgementis madeand that it has not beensubmittedfor any other degree. XIAODONG MANG (CANDIDATE) DATE iii ACKNOWLEDGEMENTS I must thank my supervisors,ProfessorsTariq Muneer, JorgeKubie and Mr Terry Paynefor their constantencouragement,support and guidancethroughoutthe period of my research. This work would not havebeenpossiblewithout the financial support from Napier University, and I offer my gratitude to all involved in funding this project. To my friends and colleaguesat Napier University, I warmly acknowledgeyour friendship and support: Abdulaziz Imtithal, Dr Ana Booth, Dr Baolei Han, Dr Neil Hey, Dr Tom Grassie,Bill Campbell, Bill Young, FatemaFairooz, GeorgePringle, Ian Campbell,Kevin McCann, MuhammadAsif, Randall Claywell and Stewart ScotlandHill. I thank ProfessorA Kudish (Israel) and AssociateProfessorJ Lam (Hong Kong) for providing data for mathematicalmodelling. I thank Dr Gabriel Lopez for his friendship and advice in the eveningbefore my viva. I must give credit to Miss Amina Muneer for lending me her room, from time to time, as a laboratory for light pipe performancemeasurements. Credit is due to David Jenkins(MonodraughtTCS) for developingLux plot basedon DPF model. I'd like to thank my parents,Shuying Gong and Xinhua Zhang, for supportingme the past twenty-eight years.Without your love and education,I could not achieveanything. V CONTENTS I TITLE IV ABSTRACT V ACKNOWLEDGEMENTS CONTENTS VI LIST OF FIGURES xi xvi LIST OF TABLES xviii NOMENCLATURE 1. I INTRODUCTION 1.1 THE UTILIZATION OF ELECTRICITY 2 1.2 DAYLIGHTING AND ENERGYCONSERVATION 2 1.3 DAYLIGHTING AND LIFE 3 1.4 DAYLIGHTING IN BUILDINGS 4 1.5 WINDOWS AS TRADITIONAL DAYLIGHTING DEVICES 5 1.6 INNOVATIVE DAYLIGHTING DEVICESAND LIGHT PIPES 6 1.6.1 MIRROR, PRISMATIC GLAZING, LIGHT SHELFAND ATRIA 6 1.6.2 LIGHT PIPE 7 9 1.7 Aims OF THE PRESENTRESEARCH 13 REFERENCES 2. SOLAR LIGHT PIPE AS AN INNOVATIVE DAYLIGHTING DEVICE 20 2.1 THE DEVELOPMENTOF SOLAR LIGHT PIPESYSTEM 20 2.2 THE CONCEPTOF LIGHT PIPE 24 2.3 THE STRUCTUREOF PASSIVESOLAR ZENITHAL TUBULAR LIGHT PIPE 25 2.3.1 THE DAYLIGHT COLLECTOR 26 2.3.2 THE LIGHT PIPETUBE 26 2.3.3 THE DIFFUSER 26 2.3.4 SEALING COMPONENTS 27 2.3.5 COMPLETE LIGHT PIPESYSTEM 27 2.4 WORKING MECHANISM OF LIGHT PIPE 27 2.4.1 OPTICALPROCESS 27 2.4.2 EXTERNAL DAYLIGHT ENVIRONMENT 28 2.4.3 THE DESIGNOF LIGHT PIPE 28 vi 3. 2.5 SUMMARY 29 REFERENCES 30 PREVIOUS WORK 44 3.1 APPLICATIONS OF LIGHT PIPES 45 3.1.1 APPLICATIONS OF LIGHT PIPESIN RESIDENTIAL AND OFFICEBUILDINGS 46 3.1.2 LARGE-SCALE COREDAYLIGHTING BY LIGHT PIPE 48 3.1.3 LIGHT PIPECOUPLEDTO LASER-CUT LIGHT-DEFLECTING PANELS 48 3.1.4 LIGHT PIPESYSTEMUSING BOTH NATURAL AND ARTIFICIAL LIGHT 49 3.1.5 INTEGRATION OF LIGHT PIPEDAYLIGHTING AND NATURAL VENTILATION SYSTEMS 51 3.1.6 THE USE OF LIGHT PIPE SYSTEMS IN DEEP PLAN BUILDINGS 52 3.1.7 A SOLID LIGHT GUIDE SYSTEM: AIR-CLAD OPTICAL ROD 53 3.2 WORKING MECHANISM OF LIGHT PIPES 3.2.1 UNDERSTANDING OF THE DAYLIGHT TRANSMISSION WITHIN LIGHT PIPES 3.2.2 CRITICAL APPRAISAL 3.3 RESEARCH METHODS FOR EVALUATING THE EFFICIENCY OF LIGHT PIPES 4. 53 54 55 55 3.3.1 THE EFFICIENCIES OF LIGHT PIPE SOLAR COLLECTORS AND DIFFUSERS 56 3.3.2 THE EFFICIENCY OF LIGHT PIPE TUBE 57 3.3.3 THE EFFICIENCY OF LIGHT PIPE 13ENDS 58 3.3.4 CRITICAL APPRAISAL 59 3.4 THE DESIGN OF LIGHT PIPES 61 3.4.1 CARTER'S DESIGN CHARTS FOR LIGHT PIPES 62 3.4.2 DESIGN METHOD BASED ON COEFFICIENTS OF UTILIZATION 62 3.4.3 CRITICAL APPRAISAL 63 3.5 SUMMARY 64 REFERENCES 66 RELEVANT THEORIES 70 4.1 DAYLIGHT PENETRATIONFACTOR 71 4.2 TRANSMISSION OF SKY DIFFUSELIGHT AND SUNLIGHT WITHIN LIGHT PIPES 73 4.2.1 TRANSMISSION OF SUNLIGHT WITHIN LIGHT PIPETUBE 73 4.2.2 TRANSMISSION OF SKY DIFFUSELIGHT WITHIN LIGHT PIPETUBE 74 4.3 ZENITH LUMINANCE MODELS 4.3.1 MOON AND SPENCER'SOVERCASTSKY MODEL 75 75 vii 4.3.2 MUNEER'S 4.3.3 PEREZALL-SKY MODEL 77 4.3.4 KiTTLER, DARULA AND PEREZ'S STANDARD SKY MODEL 77 4.4 INTERNAL 4.4.1 4.5 76 MODEL ILLUMINANCE SURFACE LAMBERTIAN 78 DISTRIBUTION AND LAMBERT'S COSINE LAW 78 4.4.2 THE INVERSE SQUARE LAW 79 4.4.3 RADIATIVE 79 STATISTICAL 4.5.1 MEAN VIEW FACTOR METHOD METHODS BIAS ERROR 4.5.2 ROOTMEAN FOR EVALUATION OF MODEL 79 PERFORMANCE 80 (MBE) SQUARE ERROR 80 (RMSE) 4.5.3 PERCENTAGE AVERAGE DEVIATION (PAD) 4.5.4 SLOPE AND THE VALUE PREDICTED OF THE COEFFICIENT VERSUS MEASURED 81 OF DETERMINATION OF ILLUMINANCE 4.5.5 HISTOGRAM OF ERRORS 82 83 REFERENCES 5. 81 MEASUREMENTS AND DATA PROCESSING 88 5.1 NAPIER SOLAR STATION 89 5.2 INTERNAL ILLUMINANCE SENSORS,DATA-LOGGER AND STANDS 90 5.3 DAYLIGHTING PERFORMANCEMONITORING IN REAL BUILDING - CURRIE TEST 92 ROOM 5.4 DAYLIGHTING PERFORMANCE MONITORING UNDER ALL SKY CONDITIONS - CRAIGHOUSE TEST ROOM 5.5 DAYLIGHTING 93 PERFORMANCE MONITORING UNDER ALL SKY CONDITIONS - MERCHISTON TEST ROOM 95 5.6 INTERNAL DAYLIGHT DISTRIBUTION BY LIGHT PIPES - CRAIGHOUSE TEST ROOM 96 6. 5.7 DIFFUSER COMPARISON CURRIE TEST ROOM - 97 REFERENCES 98 MATHEMATICAL MODELLING 103 6.1 LIGHT PIPEDESIGNAND DPF MODELLING 104 6.2 THE DPF OF A STRAIGHT LIGHT PIPE 106 6.2.1 PARAMETER ANALYSIS 106 6.2.2. MODELLING AND VALIDATION 107 6.2.3 SUMMARY 109 viii 6.3 STRAIGHT LIGHT PIPEDPF MODEL (S-DPF) 110 6.4 ELBOWED LIGHT PIPEDPF MODEL (E-DPF) 112 6.5 LIGHT PIPEVIEW FACTOR DPF MODEL (V-DPF) 113 6.6. PARAMETRIC ANALYSIS 114 6.6.1 EFFECT OF OtsAND 114 6.6.2 EFFECT 7. OF R AND KT 115 L 6.6.3 EFFECT OF DISTANCE D AND DIFFUSERHEIGHT H 115 6.6.4 EFFECT OF LIGHT PIPEBENDS 115 6.6.5 EFFECT OF INTERNAL REFLECTION 115 6.6.6 EFFECT OF DIFFUSERTYPE 116 6.7 A COMPARISONBETWEENWINDOWSDF AND LIGHT PIPEDPF 118 6.8 COST AND VALUE ANALYSIS OF TUBULAR LIGHT PIPES 119 6.8.1 ENERGY CONSERVATION 120 6.8.2 HEALTH 122 6.8.3 WORK PERFORMANCE AND PRODUCTIVITY 123 6.9 SUMMARY 124 REFERENCES 126 SHADOW BAND DIFFUSE MEASUREMENTS CORRECTION 144 7.1 BACKGROUND 7.2 DRUMMOND'S 146 METHOD 146 7.2.1 THEORY 7.2.2 EXAMINATION OF 'MEASURED' DIFFUSE CORRECTION FACTOR 7.3 NEW MODEL BASED ON SKY-DIFFUSE DISTRIBUTION INDEX 8. 144 147 149 7.3.1 THEORETICAL ANALYSIS 149 7.3.2 VALIDATION 151 7.4 SUMMARY 154 REFERENCES 156 VALIDATION 166 OF DPF MODELS 8.1 CHECKING THE LINEAR MODEL BY STATISTICAL TECHNIQUE - RESIDUALS PLOT 166 8.2 VALIDATION OF S-DPF MODEL USING MERCHISTON TEST ROOM DATA 168 8.2.1 CASE-BY-CASE ASSESSMENTOF THE S-DPF MODEL UNDER NON-HEAVYOVERCASTSKY CONDITIONS(KT>0.2) 168 ix 8.2.2 PERFORMANCE ASSESSMENT OF THE S-DPF MODEL UNDER HEAVY- OVERCASTSKY CONDITIONS(KT<0.2) 171 8.2.3 PERFORMANCEASSESSMENTOF THE S-DPF MODEL UNDER ALL-SKY 173 CONDITIONS 8.3 COMPARISON OF DPF MODELS AGAINST RESULTS DUE TO INDEPENDENT RESEARCHES 175 8.4 THE DESIGN TOOLS 177 8.5 LIMITATIONS OF THE DPF MODELS 178 REFERENCES 180 9. CONCLUSIONS AND FURTHER WORK 209 APPENDIX 1: THE METHOD FOR CALCULATING THE VIEW FACTORS FROM DIFFERENTIAL AREAS TO SPHERICAL SEGMENTS BY NARAGHI 215 APPENDIX 11: LIST OF PUBLICATIONS 217 x LIST OF FIGURES 14 Figure 1.1 World energy supply scenario.................................................................... Figure 1.2 UK Energy Flows 1998,dti, Departmentof Trade and Industry, 2000..... 15 Figure 1.3 ManchesterAirport departurelounge with solar chandeliers.....................16 16 Figure 1.4 Beam sunlight in a side-lit room ................................................................ Figure 1.5Undergrounddaylighting at the SpaceCentrebuilding, University of 17 ............................................................................. 17 Figure 1.6 Conceptof light shelves............................................................................. 18 Figure 1.7 Generic forms of atrium buildings ............................................................. 18 Figure 1.8 A schematicof light pipe system................................................................ Figure 2.1 Invention by Hanneborgfrom Norway in 1900: apparatusfor transmitting Minnesota,Minneapolis, USA 31 ................................................... 32 Figure 2.2 Sutton patentedtubular skylight in 1994in the USA ................................. (Ref. 3) into basements stores or other sunlight 33 Figure 2.3 Bixby tubular skylight systems.................................................................. Figure 2.4 Comparisonof O'Neil's coneshapedlight tube againstconventional 34 ................................................................................................. 35 Figure 2.5 Typical Monodraughtlight pipes ............................................................... 36 Figure 2.6 The family map of light pipe ...................................................................... Figure 2.7 Schematicdiagram of passivesolar zenithal tubular light pipe .................36 column light tube Figure 2.8 Monodraught (UK) light pipe tubesthat useReflectalite 600 PET film 37 .... Figure 2.9 Appearancesof different types of diffuser 38 ................................................. Figure 2.10 Demonstrationof the different daylighting effects by a clear diffuser and 39 an opal diffuser .................................................................................................... Figure 2.11 An explodedview of a typical light pipe systemby Monodraught (UK) 40 Figure 2.12 A generalprocessof daylight collection, transmissionand distribution 41 through light pipes ............................................................................................... 42 .......................................... 43 Figure 2.14 Sky vault divided into small patcheswith respectiveluminance ............. Figure 2.13 The pattern sunlight travel through light tube Figure 3.1 Representationof the sky luminancedistribution under non-overcast 68 conditions............................................................................................................ . Figure 3.2 Vector presentationof Bahrain sky radiancedistribution: (a) clear sky kt=0.7, (b) part-overcastsky kt=0.5, (c) thin overcastsky kj=0.35 and (d) heavy 69 kt=0.2 sky overcast . ............................................................................................. xi Figure 4.1 Sunlight of intensity I and elevation ccdescendinga 2-D straight light pipe 84 .............................................................................................................................. Figure 4.2 A projectedview along the axis of a straight tubular light pipe tube, with light entering at distancex from the axis followed by its incident on the internal surfaceat projected angle I and travels distanced betweenreflections...............84 85 Figure 4.3 The uniform overcastsky vault devided into 21 patches ........................... 85 Figure 4.4 Emitted radiation from a surface ................................................................ Figure 4.5 The inversesquarelaw 86 ............................................................................... Figure 4.6 The calculation of view factorsbetweena point and a hemispheresurface 87 .............................................................................................................................. 99 Figure 5.1 Napier University CIE First-Classsolar station ......................................... 100 Figure 5.2 Schematicof the Currie test room and light pipe system ......................... 101 Figure 5.3 Light pipe systeminstallation in Currie, Edinburgh ................................ Figure 6.1 The developmentof the proposedDPF model: systemstructureof the developmentof DPF model (a) and the procedureto validate the model (b) 130 .... Figure 6.2 Variation of daylight penetrationfactor as a function of distance,D 131 ...... Figure 6.3 Daylight penetrationfactor variation as a function of solar altitude (D=155cm) ......................................................................................................... Figure 6.4 Daylight penetration factor as a function of sky clearness index, kt (D = 131 155cm; solar altitude = 49±0.5") 132 ....................................................................... Figure 6.5 Plot of calculatedinternal illuminance againstmeasuredinternal illuminance for all distances 132 .............................................................................. Figure 6.6 Plot of calculatedinternal illuminance againstmeasuredinternal illuminance for D= I 94cm .................................................................................. 133 Figure 6.7 Light entering a light pipe descendsvia a seriesof inter-reflections 133 ....... Figure 6.8 Scatterplot of calculateddue to Eq. 6.9 (Y-axis) againstmeasuredinternal illuminance (X-axis) for straight light pipes (units = lux) 134 ................................. Figure 6.9 Scatterplot of calculateddue to Eq. 6.11 (Y-axis) againstmeasured internal illuminance (X-axis) for elbowed light pipes (units ý lux) 134 .................. Figure 6.10 Scatterplot of calculateddue to Eq. 6.9 (Y-axis) againstmeasured internal illuminance (X-axis) for straight light pipes (units = lux) 135 .................... Figure 6.11 DPF for 420mm-diameterlight pipe as a function of a, and kt, (a) for straight light pipe and (b) for light pipe with two bends(D=H=1.2m) .............136 xii Figure 6.12 Effect of aspect ratio on DPF, (a) for straight light pipe and (b) for light 137 bend (420mm-diameter, D=H=1.2m) pipe with one ......................................... Figure 6.13 Comparison of the predicted DPFs for straight light pipe and elbowed light pipes with one, two, three and four bends (530mm-diameter, (X,=45', D=1.2m, H=lm) ................................................................................................. Figure 6.14 Comparison between external and internal illuminance due to different 138 138 diffusers .............................................................................................................. Figure 6.15 The comparison of an old opal against a clear diffuser (transparency property) ............................................................................................................. 139 Figure 6.16 The comparison of an old opal against a clear diffuser (reflectivity 140 property) ............................................................................................................. Figure 6.17 Ring pattern and "pools of light" phenomenon seen in Bahrain light pipe project ................................................................................................................ Figure 7.1 Comparison of the range of diffuse irradiance correction factor given by 141 157 Drummond's method and actual results ............................................................. Figure 7.2 Scatter plot of true diffuse irradiance versus corrected irradiance using the proposed (top) and Drummond's model (bottom) -Bracknell data ................... 158 Figure 7.3 Proposed model's error histogram under all-sky (a), heavy overcast (0 < kt < 0.2) (b), part-overcast (0.2 < kt: 5 0.6) (c) and clear-sky (0.6 < kt <1) (d) 159 data Bracknell conditions ................................................................................ Figure 7.4 Drummond model's error histogram under all-sky (a), heavy overcast (0 < kt: 5 0.2) (b), part-overcast (0.2 < kt: 5 0.6) (c) and clear-sky (0.6 < kt <1) (d) conditions - Bracknell data................................................................................ 160 Figure 7.5 Scatter plot of true diffuse irradiance versus corrected irradiance using the data (top) (bottom) Sheva 161 Drummond's Beer and model proposed ............... Figure 7.6 Proposed model's error histogram under all-sky (a), heavy overcast (0 < kt < 0.2) (b), part-overcast (0.2 < kt:!ý 0.6) (c) and clear-sky (0.6 < kt <1) (d) conditions - Beer Sheva data ............................................................................. 162 Figure 7.7 Drummond model's error histogram under all-sky (a), heavy overcast (0 < kt:!ý 0.2) (b), part-overcast (0.2 < kt: ý 0.6) (c) and clear-sky (0.6 < kt <1) (d) conditions - Beer Sheva data ............................................................................. 163 Figure 8.1 A satisfactoryresidualsplot 181 ..................................................................... xiii Figure 8.2 Examples of characteristics shown by unsatisfactory residuals behaviour 181 ...................................................................................................................... Figure 8.3 The residualplot of the differencebetweenpredicted and measuredinternal illuminances (Y-axis) versuspredictedvalues(X-axis) for S-DPF model, Unit: lux 182 ...................................................................................................................... Figure 8.4 Histogram of absolute error due to S-DPF model, Unit for X-axis: lux.. 182 Figure 8.5 The residual plot of the difference between predicted and measured internal illuminances (Y-axis, Unit: lux) versus solar altitude (X-axis, Unit: degree) for S183 DPF model ......................................................................................................... Figure 8.6 The residualplot of the differencebetweenpredictedand measuredinternal illuminances (Y-axis, Unit: lux) versus sky clearness index (X-axis) for S-DPF 183 model.................................................................................................................. Figure 8.7 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.21m in diameter and 0.61m in length), Unit: lux ...... 184 Figure 8.8 Scatter plot of predicted internal illuminance against measured internal 184 illuminance (light pipe 0.2 1rn in diameter and 1.22m in length), Unit: lux ...... Figure 8.9 Scatter plot of predicted internal illuminance against measured internal 185 illuminance (light pipe 0.33m in diameter and 0.61m in length), Unit: lux ...... Figure 8.10 Scatter plot of predicted internal illuminance (Y-axis) against measured internal illuminance (X-axis), (light pipe 0.33m in diameter and 1.22m in length), Unit: lux ............................................................................................................. Figure 8.11 Scatter plot of predicted internal illuminance against measured internal 185 186 illuminance (light pipe 0.45m in diameter and 0.61m in length), Unit: lux ...... Figure 8.12 Scatter plot of predicted internal illuminance against measured internal 186 illuminance (light pipe 0.45m in diameter and 1.22m in length), Unit: lux ...... Figure 8.13 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.53m in diameter and 0.61m in length), Unit: lux 187 ...... Figure 8.14 Validation: scatter plot of measured (X-axis) internal illuminance versus data, heavy-overcast S-DPF (Merchiston (Y-axis) due to model predicted values sky), Unit: lux .................................................................................................... 187 Figure 8.15 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.21m in diameter and 0.61m in length), unit: lux ..................................... 188 x1v Figure 8.16 Validation: scatter plot of measured internal illuminance (X-axis) versus heavy-overcast (Merchiston data, (Y-axis) due S-DPF to model values predicted sky, 0.21m in diameter and 1.22m in length), unit: lux ..................................... 188 Figure 8.17 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.33m in diameter and 0.61m in length), unit: lux ..................................... 189 Figure 8.18 Validation: scatter plot of measured internal illuminance (X-axis) versus due (Merchiston data, heavy-overcast (Y-axis) S-DPF to model values predicted sky, 0.33m in diameter and 1.22m in length), unit: lux ..................................... 189 Figure 8.19 Validation: scatter plot of measured internal illuminance (X-axis) versus data, (Y-axis) due S-DPF (Merchiston heavy-overcast to values model predicted sky, 0.42m in diameter and 0.61m in length), unit: lux ..................................... 190 Figure 8.20 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, hcavy-overcast sky, 0.42m in diameter and 1.22m in length), unit: lux ..................................... 190 Figure 8.21 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.53m in diameter and 0.61m in length), unit: lux ..................................... 191 Figure 8.22 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, all weather), unit: lux .............................................................................................................. 191 Figure 8.23 Scannedcopy of page 15 of report by Loncour et al [4] 192 ........................ Figure 8.24 Scannedcopy of page 16 of report by Loncour et al [4] 193 ........................ Figure 8.25 Scannedcopy of Figure 5 of Carter [5] 194 .................................................. Figure 8.26 Scannedcopy of Figure 6 of Carter [5] 194 .................................................. Figure 8.27 Comparativeplots showing close conformancebetweenLiverpool 195 measurementsand Napier's DPF model estimates............................................ Figure 8.28 Plot showing measuredexternaland internal illuminance at Napier University, unit: lux 196 ........................................................................................... Figure 8.29 Loss of flow energyat entranceto a conduit 196 .......................................... Figure 8.30 Loss of flow energyduring the 'starting-length' within the conduit 197 ...... Figure 8.31 An exampleof lux plot [Courtesy:David Jenkins,Monodraught] 197 ........ Figure 8.32 An illustration of "vertical" distanceH, and "total" distancesD usedin DPF model 198 ......................................................................................................... xv LIST OF TABLES Table 1.1 World fossil fuel reserves to production ratio, years (BP 1999 statistics)... 19 Table 5.1 Designs of light pipes that were monitored in Craighouse campus, Napier 102 ........................................................................................................... Table 5.2 Designsof light pipes that were monitored in Merchiston Campus,Napier 102 University ........................................................................................................... Table 5.3 Internal daylight distribution testson light pipes installed in Craighous University 102 ................................................................................ 142 Table 6.1Coefficients usedin Eqs. 6.5 & 6.6 ............................................................ Table 6.2 Validation results for the model representedby Eq. 6.5............................142 Table 6.3 Validation results for the model representedby Eq. 6.6............................142 142 Table 6.4 Coefficients usedin Eqs. 6.9 - 6.13 .......................................................... 143 Table 6.5 Error statisticsfor Eqs. 6.9 - 6.13.............................................................. Table 6.6 Relationshipbetweena 'conventional' window daylight factor and an Campus,Napier University 143 .......................................................... Table 7.1 Mean Bias Error (MBE), Root Mean SquareError (RMSE) and Percentage equivalentdaylight factor for a light pipe Average Deviation (PAD) comparisonof the proposedmodel versus 164 ........................................................................ Table 7.2 Histogram percentageerror analysisresults,Bracknell. Figures given below 164 are the number of data points in eachcategory.................................................. Table 7.3 Statistical comparisonof the two models under discussion- Bracknell data. Drummond's method,Bracknell 164 ............................................................................................................................ Table 7.4 Mean Bias Error (MBE), Root Mean SquareError (RMSE) and Percentage Average Deviation (PAD) comparisonof the proposedmodel versus 165 Drummond's method,Beer Sheva ..................................................................... Table 7.5 Histogram percentageerror analysisresults,Beer Sheva.Figures given 165 below are the number of datapoints in eachcategory ....................................... Table 7.6 Statistical comparisonof the two models under discussion- Beer Sheva 165 data . .................................................................................................................... Table 8.1 Statisticalresults for the performanceof S-DPF model under heavy199 overcastsky conditions (kt:ý0.2) ........................................................................ Table 8.2 Internal illuminance distribution (0.33m-diameterlight pipe, 18thDee 2000) 200 ............................................................................................................................ xvi Table 8.3 Summary of the Internal illuminance distribution test results (Craighouse test room) 201 ........................................................................................................... Table 8.4 Light pipe design guideline for mid-summerfor Kew, UK. (Time = 10am l't July, Height of diffuser to the working plane = 2m) 202 ..................................... Table 8.5 Light pipe design guideline for winter for Kew, UK. (Time =I OamI" February,Height of diffuser to the working plane = 2m) 203 .................................. Table 8.6 Light pipe design guideline for spring and autumn for Kew, UK. (Time = I OarnI stApril, Height of diffuser to the working plane = 2m) 204 ......................... Table 8.7 Light pipe designguideline for mid-summerseasonfor Kew, UK. (Time = Vt mid-noon July, Height of diffuser to the working plane = 2m) ....................205 Table 8.8 Light pipe design guideline for winter for Kew, UK. (Time = mid-noon I" February,Height of diffuser to the working plane = 2m) 206 .................................. Table 8.9 Light pipe design guideline for spring and autumn for Kew, UK. (Time = mid-noon 1s'April, Height of diffuser to the working plane = 2m) ..................207 Table 8.10 Measurement Settings .......... Table 8.11 Envelop for DPF models .............................................................. ............................................................. 208 208 xvii NOMENCLATURE ao- alo Ap Coefficients used in Eqs. 6.9 - 6.13 Ape b Light pipe aspectratio for straight light pipes (=light pipe length / diameter) Light pipe aspectratio for elbowed light pipes Radiancedistribution index B,, Normal beam irradiance (W/m 2) d D DF The distancebetweenthe projection of the diffuser centreon the working plane and the point of interest(in) Distancefrom light pipe diffuser to a given position P(x, y, z) (in) Daylight factor DPF Eed E, (x, for P factor light daylight The y, z) position penetration pipe ) y, Horizontal diffuse irradiance(W/m) Horizontal global irradiance (W/m 2) g Evd Horizontal diffuse illuminance (lux) Evg Horizontal global illuminance (lux) E, Estimated internal illuminance (lux) stimated Eintemal Internal illuminance at a given point (lux) illuminance at the point P(, ) (lux) Internal Einternal (x,y,z) y,, Emeasured Measured internal illuminance (lux) f Diffuse irradiancethat is obscuredby shadowband: Drummond's method (W/m2) fD The diffuser factor flen The equivalent-lengthfactor floss The energy-lossfactor Fe External environmentalfactors Fg Fi Light pipe configuration factors Internal environmentalfactors FD Drummond diffuse irradiancecorrection factor basedon isotropic radiancedistribution Fp Proposeddiffuse irradiancecorrection factor basedon anisotropicradiancedistribution Fv(,., ) y,, G H i lo I0 IL The view factor betweenlight pipe diffuser and a plane elementat P(x,y,z) Horizontal global irradiance(W/m2) Height of the diffuser over the working plane Angle at which light incident on the reflecting surfaceof light pipe tube (degree) The intensity of radiation in normal direction Intensity of radiation along a direction that has angle 0 with the normal to a radiation-emitter horizontal diffuse illuminance (lux) k, Sky clearnessindex L Length of the straight light pipe (in) Lb Length of the light pipe bend (in) L, Zenith radiance (W M-2 sr-1) L, Zenith luminance(Cd/m2) L, o Zenith luminanceof a sky patch of a altitude of 0 (Cd/m2) Coefficient usedin Eqs. 6.9 - 6.13 in Xviii N P P (X, Y,Z) R Number of bends The proportion of the sky area obscured by the shadow band A given location at which illuminance is to be estimated t Radius of light pipe tube (m) Hour angle (radian) to Sunset hour angle (radian) T Transmission of daylight within light pipe tube View angle of the shadow band subtended at the diffuse irradiance sensor The distance between a bunch of incident light and the axis of light pipe tube (m) Solar altitude (radian) = cc, W X Cc P 5 Slope of any given tilted surface (radian) Sun's declination (radian) ýD 0 Light pipe diameter (mm) Angle between the considered point and the position of the sun (radian) Latitude of the measurement site (degree) The altitude of a given sky patch (radian) P 4 Surface reflectance of mirrored light pipe Zenith angle in Perez model, (radian) IV Azimuth of a sky patch (radian) 7 xix 1. INTRODUCTION Energy is an essentialcomponentfor all activity and is required for the production of all goods and the provision of all services.For thousandsof yearshumansociety hasbeenusing fossil fuel as a major form of energyresource.However, becausehuman activity accelerates,fossil fuels are being depleted at a faster rate than ever before. All forms of fossil fuels have their respectivecycle of domination and depletion phase(Fig. 1.1). According to the energystatisticspublishedby BP [11, the world's resource to production ratio is projected to be 62 years,as shown in Table 1.1. Therefore,the current scenarioof fossil fuels depletion is causingconcernsacrossthe world, especiallyin the developednations.The solution to abovechallengeconsistsof two aspects,namely, to saveenergyand to exploit renewable energy. A topic closely relatedto energyconservationis the issueof environmentprotection. Throughout the world, the concernon the negativeimpactsof excessiveenergyconsumptionon natural environmentis arising. In this respect,one major argumenthasbeenon the associatedproblem of thermal pollution from conventionalpower plants [2]. The InternationalPanelfor Climate Changehas arguedthat the world is definitely getting warmer. In England,the 1990sexperiencedfour out of the five warmest yearsin a 340-yearrecord, with 1999being the wan-nestyear ever recorded.Global warming and its affiliated changesin the world's climate would have enormousconsequencesfor people,economiesand the environment.Many projections of the world's future climate show more intenserainfalls or snowstorms,which are likely to lead to large-scaleflooding of many locations.Betweenthe 1960sand the 1990s,the number of significant natural catastrophessuch as floods and stormsrose three-fold, and the associatedeconomiclossesroseby a factor of nine. Therefore,the global warming and its associateddisastrousclimatic impacts on the environmentand economicshave madeit necessaryfor the whole human society to explore more efficient and environmentally friendly energyresources. Presentresearchon the innovative daylighting device light pipe that utilizes solar energy is a new effort towards this end. 1.1 THE UTILIZATION OF ELECTRICITY Nowadays,energythat takesthe form of electricity and fuel hasbecomethe backboneof our society. However, during the causeof converting primary fuels into final use energy,a substantialpart of energy is lost. Figure 1.2 showsthe energy flows in the UK for the year of 1998 [3]. It is shown that in the year of 1998,the UK final usersconsumed169.4million tonnesof oil equivalentenergy, out of which electricity accountsfor 31.7 million tonnes.Within the 31.7 million tonnesof electricity, 25.2 6.5 by the tonnes and other million tonneswere power station, were generated nuclear million producedby thermal-electricity plant. The conversionefficiency of a typical nuclear station in the UK is about 37 per cent [4]; while for conventionalsteamstations,the ratio of fuel used for electricity generationto electricity generatedis about 12 per cent. Therefore,the overall energyefficiency for electricity generationis poor with the utility ratio lower than 25 per cent. The use of electricity is not only inefficient but also environmentally detrimental.The combustionof fossil fuels is responsiblefor the majority of emissionsof carbondioxide C02, sulphur dioxide S02 and nitrogen oxides N02 [4]. CarbonDioxide is the main greenhousegas,which may contribute to global warming and climate change.Sulphur dioxide and oxides of nitrogen are the main causeof acid rain. According to the UK Energy Sector Indicators,in the UK emissionOf C02 from power station is the largestsingle source,which accountsfor 26.7% of the total emissions.As to S02 and N02, correspondingfigures are 57.1% and 21.2% respectively.Nuclear power station is also environmentallyharmful becausethe potential hazardposedby nuclearwasteto the natural environment.'llierefore, the reduction of electricity production and consumptionnot only savesenergy resources,but also protectsthe natural environmentthat our human society relies on. 1.2 DAYLIGHTING AND ENERGY CONSERVATION In the United Kingdom, electrical lighting accountsfor an estimated5% of the total primary energy consumedper annum.Office buildings in the UK may consumeup to 60% of their total energy in the form of electric lighting [5]. The total amountof electricity consumedby domestichousehold appliancesincreasedby 85% between 1970and 1998 [4]. According to the UK Energy Sector 2 Indicators, for a typical domestichousehold,lighting accountsfor more than 23% of total electricity consumption.Exploitation of daylight can thus produce significant savings.Researchhas shown that savingsof 20% to 40% are attainablefor office buildings that utilise daylight effectively. Benefits and savingsassociatedwith daylight designare manifold. Reductionsin lighting energyhave the knock-on effect of lowering cooling and heating energyconsumptionin a building [6]. Another significant benefit of using daylight is it is totally free and clean, which makesit one of the most cost-effective meansof reducing electricity consumption.Therefore,applying more efficient daylighting designsin buildings will contribute to energy conservationand environmentalimprovement. 1.3 DAYLIGHTING AND LIFE Nowadays,people spendmost of their lives in buildings, e.g. offices, housesfactories, suppermarkets, stadiumsand so on. Thesebuildings are sheltersfor humansto provide them safety and comforts. However, in seekingshelter,people also needto be in touch with the external environment.Daylight enablesa visual contactto the outsideworld. Daylight is also required to enhancethe appearanceof an interior and its contentsby admitting areasof light and shadethat give shapeand detail for objects.The inclusion of daylight in the workspaceprovidesworkers with social and physiological benefits. Sunlight variation affects many activities of being on the earth.Humansare also affected to seasonal and daily variation of sunlight. Daylight that is brought into interior spacetells people the changeof external environmentaland thereforereleasesthe feeling of isolation and monotony. Researchhas shown that daylight has an important bearing on the humanbrain's chemistry. Light entering via eyes stimulatedthe nerve centreswithin the brain, which controls daily rhythms and moods.Further researchhas also establisheda link betweenhuman exposureto light and Serotonin,a substance identified as a neurotransmitter.Lack of Serotoninis known to be a causeof depression.By receiving enoughamount of daylight, people can positively adjust the production of Serotoninso as to tune their physical and spiritual condition better. Therefore,daylight affectsmulti-aspectsof human life and has an important bearing on the whole society. 3 1.4 DAYLIGHTING IN BUILDINGS The sourceof daylighting is the sun. The sun is a huge nuclear reactorthat hasbeen continuously emitting solar radiation for around4.5 billion years.It shouldremain more or lessas it is for another 5.5 billion years [7]. The term solar radiation refers to the energyemanatingfrom the sun. Daylight is the part of energy containedwithin the visible part of the solar radiation spectrum.Human eye is the organ by which humanbeing perceive daylight. It receiveslight that is omitted or reflected by objects, and convertsthe light rays into signalsthat can be recognizedby the brain, which producesthe perceptionof vision. Daylight itself has a continuousspectrumwith apparentdifference in brightness. Human eye's sensitivity to spectralcolour varies from violet to red, which is correspondingto the solar radiation spectrumof 0.39 to 0.78 pm. Although daylight coversonly a narrow band of the whole solar radiation spectrum,it has a fundamentaland significant bearing on humanbeing's life on the earth. On the earth, daylight has two components,one is the direct beam (sunlight) from the sun, and the other is the sky-light. The latter one is a result of the scatteringof sunlight within the ambient atmosphereof the earth. For a building, the more light it admitted,the better its habitantscan see. However, the daylight quantity shouldbe controlled to be in a range.Too much daylight can be troublesomein somesituations,For example,residentsmay feel discomfort by direct sunray in their field of view. Solar heat gain is anotherkiller of building design.The use of large glazedareain an attempt to admit more daylight can causesolar overheating.However, comparedto sunlight, sky-light is cooler, gentler, diffuse and more visible with a significantly smaller infrared component.Thus, in situationswhere daylight is desiredwith minimal solar heat gain, sky-light can provide the best quality of daylight. Comparedto artificial light, daylight is of better quality. The good colour renderingqualities of natural light helps to reduceeyestrain.Another benefit of using daylight is it improves the health of human body. Lack of daylight exposurefor a long time hasbeen found to be the causeof mood swings and depression.Peoplealso react to changingseasonswith alteredmoodsand behaviour. This phenomenon exacerbatesin somehigh-latitude location where peoplesuffer lack of daylight seasonally.For example,the common disorder amongpeople who live in Northern Europehas beendiagnosedas seasonalaffective disorder (SAD). Therefore,to allow sufficient daylight in building designhas a 4 significant bearing on maintaining and improving occupants' health condition. To admit as much as possible daylight into buildings and meanwhile to minimize the glare and solar gain level is an important balancethat building designersneedto achieve. 1.5 WINDOWS AS TRADITIONAL DAYLIGHTING DEVICES Window is the mostly widely used daylighting device in buildings. The main function of a window has beendescribedas, "to provide an outsideview and to permit light to penetratethe interior of a building in such quantity and with such distribution that it provides satisfactoryinterior lighting results" (8]. Therefore,the application of windows in buildings design is more than illuminating engineering;it is also a scienceon living and working environmentalhealthy. It is often stated,that peopleprefer to work where thereare windows and that the exclusion of daylight leadsto a senseof deprivation and a lack of well being. However, in practisethe designand application of window is limited by various reasonsapart from lighting. One handicapof using window in buildings is that the window's performanceis greatly constrainedby the external natural and man-madeobstructions.As a solution, larger sized windows are usedto compromisethe lack of incident daylight due to externalobstruction.However, this can producesome thermal, visual and acousticdiscomfort relatedproblems.Large windows may be a main reasonfor extra solar gain or heat loss, discomfort and disability glare, strong noise, and concernsfor safety as well. During the last decade,window technologyhas seendramaticchanges.The appearanceof multiglazedwindow with low-emissivity coatings,gas cavity fillings and insulating frame has greatly improved window's thermal, visual and acousticperformances.Nevertheless,the application of these new techniquesis presently costly. There are also circumstanceswhere windows cannotbe used as daylighting devices.For examples,for interior room within large buildings or corridors betweenrooms where daylight cannotreach,windows are not applicable.However, in someof thesecases,skylight hasbeenused extensivelyand satisfactorily as daylight provider. A skylight can be consideredas a horizontal or slopedwindow on the roof of a building. Skylight works effectively in daylighting a perimeterzone of a building. However, the designof skylight can be a difficult task. When skylight admits sky diffuse light into 5 buildings, it also allows sunlight penetrateinto interior spaces.Sunlight transferredthrough skylight can causeheatand visual discomfort. Therefore,decisionshave to be made on the size and orientation of skylight with regard to the balancebetweenthe admissionof sufficient daylight and exclusion of excessivesunlight. Both windows and skylights can be classified as conventional passive daylighting devices. A main feature of passive solar devices is they use the form and fabric of buildings to admit, store and distribute solar energy for heating and lighting without additional energy input and consumption. A good "one-off' design of passive solar device can provide both environmental and economical benefits. However, a major difficulty in designing windows and skylights is the design of control system or mechanism that can ensure the maximum use of desirable daylight, and minimize the induction of solar and vision discomforts. People realise conventional windows have two major drawbacks. First, the most concentrated form of natural light, namely sunlight, is effectively useless as a working illuminant, and secondly in a deep building without rooflights daylighting is restricted to areas near the window [9]. Tberefore, in the last twenty years, effort has been made to develop innovative daylighting systems that can improve the distribution of daylight in a space, and to control direct sunlight so that it can be used as an effective working illuminant. 1.6 INNOVATIVE DAYLIGHTING DEVICES AND LIGHT PIPES Generally there are five types of innovative daylighting devicesincluding mirrors, prismatic glazing, light shelves,atrium and light pipes. There are also various occasionswhere unique daylighting designs are applied to serveboth lighting and other purpose.For instance,Figure 1.3 showsthe solar chandeliersusedin ManchesterAirport departurelounge. 1.6.1 Mirror, prismatic glazing, light shelf and atria In daylighting design,mirrors are mainly usedto collect, reflect and redirect direct sunlight. A simple mirrored louver systemis shown in Fig. 1.4.This systemintendsto make use of direct sunlight in a controlled way so as to improve the daylight distribution within an interior area.There are also more complicatedmirror systemsthat can lead sunlight into areasdeepwithin buildings. Figure 1.5 showsa 6 heliostat system that is used in a university building in Minneapolis. The system beams the sunlight through a lens into an undergroundlaboratory,saving electrical lighting and cooling costs [10]. Prismatic glazing can be usedto alter the direction of incoming daylight. When beamtraversesa prism, its path is turned through 90" or smaller angle.This refraction phenomenonenablesprismatic glazing to be usedas a substitutefor mirrored louvres systemshown in Fig. 1.4.There are also sunlightdiffuse light higher in but from that throughout the year, admit systems reject sunlight prism excluding the sky. The diffuse light is then directedto the ceiling so asto provide a controlled and comfortable daylit interior. Light shelveswork on the principle of reflection to redirect sunlight and sky light. The light shelvesare horizontally or nearly horizontally placedreflective baffle mountedup a window, or betweena view window and a clerestorywindow. Both interior light shelvesand exterior light shelvescan be used. Figure 1.6 showsan interior light shelvebeing placedbetweena view window and a clerestory window. Daylight from the clerestorywindow is reflectedto the ceiling and then further diffused more evenly into the deepareaof the room. When thereis no direct sunlight, light shelvescan help to improve the uniformity of light in the space. Atrium, or called coveredcourtyardhavebeencommonly usedin North America andhasbeenentering the UK aswell [10]. Atrium is rather an innovative building designconceptmore than an daylighting technique.They createnew dimensionto large buildings that providesmore useableand pleasantdaylit spacefor occupants.Figure 1.7 showsgenericforms of atrium buildings. 1.6.2 Light pipe Light pipe is an innovative design to direct daylight into deep areas within buildings where daylight cannot reach. The system is crudely analogous to the fibre optic cable, the difference being that the latter device has much higher transmission efficiency. A schematic of light pipe system is shown in Fig. 1.8. Daylight is gathered via a polycarbonate dome at roof level and then transmitted downwards to interior spaces within buildings. The internal surface of the light pipe is coated with a highly reflective mirror finish material (typically with a reflectance in excess of 0.95) that helps in achieving a 7 reasonable illuminance indoors when daylight is introduced via a light diffuser. The light-reflecting tube is adaptableto incorporateany bendsaroundbuilding structural components. Like other innovative daylighting devices,light pipe utilizes sunlight that accountsfor two thirds of global illuminance in a clear day. Both sky daylight componentsare gatheredby light pipe and then transmittedand diffused into interior whereneedto be day lit. Becauseof its main structureas a wellsealedtube, light pipe has addedpotential advantagein reducing excessivesolar gain. Sincepiped daylight emits off only from light pipe diffuser, the output daylight is easierto control than other innovative daylighting systems.Light pipe's flexibility in its structure,allows designersput diffusers directly upon where needto be lit, so as to achievea good internal daylight distribution. The combineduse of windows and light pipes can reduceglare and further improve the balanceof daylighting within a room. In daylighting, therehas always beena dilemma for designers.It is that on one hand large exposureof sky through window is not encouragedbecauseit can causevision discomfort, while on the other hand a high daylight factor is always preferableand important for building users.Furthermore,many architectsobject to unilateral daylighting, due to the excessive highlight and shadowit may cause.However, by applying light pipes aboveproblems can be solved. By introducing redirectedand diffused daylighting into deepareaof a room, glare from windows is reducedand daylighting is of a better uniformity. For skylight designers,the attemptto admit more sky diffuse light by enlarging the faqadeareaalways involves dangerof introducing undesirablesunlight into buildings. As a comparison,light pipes transmit sunlight and sky diffuse light by multi-reflect mechanism;thereforethe output daylight is much more uniform and diffused than that by a skylight. Another potential advantagethat light pipe possessesis that it can be used in multi-storey buildings, while the use of skylight is usually limited to the perimeterzone of a building. As addressedbefore, the applicationsof light pipes in buildings can bring multi-fold benefit. Compare to other innovative daylighting devices,light pipe seemsalso have potential advantagesin terms of visual and thermal performanceand applicability. Moreover, the fact that light pipes have been commonly used in the USA and Australia implies its further developmentin the United Kingdom and Europe.However, for most UK and Europeandaylighting designers,light pipe is still a relatively new 8 concept[ 11]. Researchthat focus on the evaluationof light pipe's daylighting performanceis therefore in needto reveal its perspectiveand to push forward its development. 1.7 Aims OF THE PRESENT RESEARCH The difficulties in identifying all decisivefactors that affect the performance,and in quantitatively weighing the contributions of thesedecisive factors are the main barriers to appraisinglight pipe's efficiency. The complexity in the mechanismby which light pipes transmit daylight makesit difficult to appraisethe performanceby meansof physical modelling. On the other hand,prior to this research, the lack of light pipe performancedata that include both sufficient environmentaland geometricaldata made it impossibleneither to model the performanceusing mathematicalmethods. The overall objective of this work is to provide a generalmathematicalmodel for the prediction of light pipe daylighting performance.Although the performanceof light pipe has beeninvestigatedin a number of studies[12-14], up to the initiation of this researchno mathematicalmethod that includes the effect of both geometricaland environmentalfactors hasbeenmadeavailable. End goals are to be achievedfollowing a logical processfrom raw datacollection to evaluationof mathematicalmodels. The aims of the current researcharepresentedbelow in turn. (1) To conducta literature review of works in the field in order to provide a basic grounding in the subjectmatter and familiarise onesself with methodologiesagainstwhich the presentwork may be compared.By literature research,it is intendedto summarisethe to date developmentin light pipes daylighting performancemeasurementand simulation. The searchfocusesparticularly on the prediction of performanceof light pipe systemsof various designsand under different weather conditions. (2) To developa logical method of building mathematicalmodel for predicting the daylighting performanceof light pipes. Although the complexity in the working mechanismof light pipe makesit difficult to appraiseits performance,to the aid of mathematicalsoftware and the computing ability by PC, it is possible to developa computermodel so as to describelight pipe's daylight transmission charactersin a mathematicalmanner.As an instantresult of a project of limited resource,the proposed 9 mathematicalmodel can have a limited applicability. However, more importantly the study aims to producea valid researchmethod, and a framework under which further developmentin daylighting performancemodelling can be conductedin a consistentdirection leading to the final solution. This aim, as a principle guidesthe implement of the presentresearchfrom the day one to the end, and is therefore embodiedthrough out this report. The work conductedand the conclusionsdrawn to satisfy this aim can be found in Chapter4. (3) To form a substantial foundation for mathematical modelling by monitoring daylighting performance of light pipes both in real application and in test rooms. Extensive and detailed geometrical and environmental data, namely the light pipe configuration information, internal illuminance and external weather conditions, sun's position and so on need to be gathered. Measurements on the performance of light pipes in separate test rooms are to be under-taken so as to enable the validation of the proposed model using independent data. This work is presented in Chapter 5. (4) To analyse the working mechanism of light pipes. By analysing the measured data and physical reasoning, build the analytical framework relating the input and output of the proposed model, and identify the most decisive factors that affect light pipe's daylighting performance. To determine the "best" mathematical expression to describe the daylighting transmission pattern of light pipe, choose suitable solar radiation data as input and, choose the "best" internal daylight distribution model to describe the output of the proposed model. To validate the proposed model using independent data by means of statistical evaluation. The work is reported in Chapters 6 and 8. (5) For solar energyapplicationsdesign,global and diffuse horizontal irradianceand beamnormal irradianceare the three most important quantities.Global horizontal illuminance (E,, ) can be easily measuredusing a pyranometer.As to the measurementof diffuse horizontal illuminance (Evd))the most common approachis to use a shadowband aidedpyranometerto interceptbeam irradiance.The measurementson E, 9 and Evdare widely available aroundthe world by local Met Offices. In real light pipe applications,treesand buildings that obscurepart of sky diffuse light and sometimessun beam reducethe input illuminance to the light pipe systems.Under suchconditions, to apply the proposed 10 model, total available illuminance needto be estimatedbasedon E,, and Evddata available from local Met Offices. Napier University CIE first-class solar radiation station is currently using the shadowband device to provide the horizontal diffuse irradiance data.However, it is well known that the shadowband that is used to block the sunshinealso shadessomediffuse irradianceas well. Hence it is necessaryto correct the measureddiffuse irradianceobtainedusing the shadowband instrument.The most commonly used method to correct the shadowband diffuse data is the Drummond method. However, Drununond method is purely geometricaland thereforeunderestimatesthe true diffuse value. To obtain a more accurateestimationof the true diffuse irradiance,new correction methodbasedon anisotropymodel shall be developed.Work carried out for this aim and conclusiondrawn are reportedin Chapter7. (6) In recentyears,solar light pipes have firmly set their foot within the UK market place [ 15]. However, till this researchno designtool for light pipe practices,which is basedon sophisticated mathematicalmodel, hasbeenmadeavailable.The understandingof light pipe's daylighting performanceby designersin the UK is neither clear nor more valid than limited experience,if there is. Moreover, becausethe lack of model that can predict the perforinanceof light pipes, the assessment of the potential contribution of daylighting using due product to energysaving is rather crude and empirical. Researchon identifying the potential barriers to exploit daylight in Britain [10] concluded that, to increasethe exploitation of daylight in the UK it appearsnecessaryto overcome,by education and demonstration,countervailing tendencieshold by thosedesignerswho are lack of credenceon daylighting. Therefore,work of producing a convenientdesignguideline for light pipe practices,which is basedon the proposedmathematicalmodel, is suggested.The proposedmodel also enablesthe estimationof electricity saving due to light pipe applicationsunder the UK climate, which can provide useful information basefor national policy decision-makers.This work is reportedin Chapter8. (7) During the courseof presentresearch,the commercialdevelopmentof light pipe in the UK hasbeen quite rapid. One main progressin improving light pipe's daylighting performanceis the application of translucenttype of diffuser. Therefore it would be worth to investigatethe effect of using new type of diffuser on light pipe's daylighting performance.Thesework are addressedin Chapter6. 11 (8) Daylight factor hasbeenacceptedas an industry standardfor window design,However, for innovative daylighting devicesand someof the new designs,especiallythosethat utilize not only skylight but also sunlight, to dateno generalmethod is availableto assesstheir daylighting performance. Basedon the conceptof light pipe daylight penetrationfactor, DPF, introduced in presentstudy along with other well-establisheddesignmethodssuch as daylight coefficient a referencemethod may be adoptedfor an agreedstandard.In this respect,it will avail to proposean approachbasedon a Figure of Merit (FoM) to the purposeof introducing a generalmethod for assessingall daylighting devices.Work on this is reportedin Chapters6 and 9. 12 REFERENCES 1. bqp: //WWW. bi). com/worldenerg 2. Muneer, T. (1991) Blow for N-plants on global warming TheScotsman3 June 3.The Departmentof Trade and Industry (2000) UK Energy Flows 1998 4.The Departmentof Trade and Industry (1999) UK Energy SectorIndicators, 6 5. Muneer, T. (1997) Solar radiation & daylight modelsfor the energyefficient designofbuildings, Architectural Press,Oxford 6. Zhang, X and Muneer, T. (2000) A MathematicalModel for the Performanceof Light pipes Lighting Researchand Technology,32 (3), 141-146 7. htlp://www. hao.ucar.edu/public/education/general/general. html 8. Hopkinson, R. G., Petherbridge,P., and LongmoreJ. (1963) Daylighting, Heinemann,London 9. Littlefair, P. J. (1989) Innovative daylighting systems,Designingfor Natural and Artificial Lighting, Building ResearchEstablishment 10. Crisp, V. H. S. and Littlefair, P. J., Cooper,I. and McKennan G. (1988) Daylighting as a Passive Solar Energy Option: an assessment of its potential in non-domesticbuildings, Building Research EstablishmentReport, ISBN 0851252877 11. Muneer, T., Abodahab,N., Weir, G., Kubie, J. (2000) Windowsin Buildings thermal, acoustic visual and solar performance.Architectural Press,Oxford 12. Shao,L. (1988) Mirror lightpipes: Daylighting performancein real buildings Lighting Research and Technology,30 (1), 37-44 13. Yohannes,1. (2001) Evaluation of the PetformanceofLight pipes Usedin Offices, PhD Thesis, Nottingham, Nottingham University 14. Oakley, G., Riffat, S. B. and Shao,L. (1999) Daylight performanceof lightpipes Proceedingsof the CIBSENational Conference,Harrogate,London, CharteredInstitution of Building ServicesEngineers, 159-174 15. Zhang, X. and Muneer, T. (2002) A Design Guide for PerformanceAssessmentof Solar Light pipes Lighting Researchand Technology,34(2), 149-169 13 World Energy Supply Scenario 10 CL (D C a) 76 0 Hydrogen Wood k coal 80 60 - Non-sustainable fuel I Increasingly sustainable fuel 1 40 - 0 20Hydrocarbons (Gases) CL 1850 ii0o 1950 2000 2050 2100 Figure 1.1 World energy supply scenario 14 II- TOTAL FINAL CONSUMPTION cl---i BQý) L ir I irn >Iii II } Ir f 118 It 1 fIH I 4 M, oil Xm "0 1 I S. LWOdWI Lý CNV NOuonCIOWd snON30IONI V R. Y. r Cie '-fl. 9m R-f J d. p. - k. -Qý Od. II IL Figure 1.3 Manchester Airport departure lounge with solar chandeliers While Ceiling aCls Me d&, V d1fl. so, tle c 111off" D, ff. se light M,, m, ed louv'sa 'Oorn Direct sunlight cannot strike occ. va"T Figure 1.4 Beam sunlight in a side-lit room 16 Figure 1.5 Underground Minneapolis, USA The light-shelf light. in direct from front works It redistributes to back of a iciorn. contrast reducing solar concept and daylighting at the Space Centre building, University of Minnesota, well light also intercepting gain High performancoý concept used at Lockheed Missile and Space CompanY, Sunnyvale, California, USA, with Oaped office, light sholf duhning poornoler loss of light to inletiol, wilhout Clearglass space. Uplightcr orw dawmier pMentlal riall. ii(111 Figure 1.6 Concept of light shelves 17 Two-sided Sm(liv stilod atrium Itwo open sides) Three or conservatorv Lln eat "I ii afrium n, (cipen endsi s, deo alfjum FOLIF sidt-dainum laiie (no open si(jel npen sideýl Figure 1.7 Generic forms of atrium buildings Figure 1.8 A schematic of light pipe system 18 Table 1.1 World fossil fuel reserves to production North America S& Central America Europe Africa Asia Pacific World ratio, years (BP 1999 statistics) 11 65 18 100 42 62 19 2. SOLAR LIGHT PIPE AS AN INNOVATIVE DAYLIGHTING DEVICE The idea of piping light from a remote sourceto an interior spacefor illumination purposeappeared about 120 yearsago. Originally designedto distribute central electronic light into buildings, light pipe is now being adoptedand applied world-widely for both artificial and natural daylighting purposes. Commercially available light pipe systemsthat employ daylight as lighting sourcehave beenusedin Australia, America, and Canada.Within Britain alone there are now a number of companiesthat are profitably trading daylighting light pipe, or called "solar light pipe" productsand with an enviable is being light increasing With the attention paid to their pipes, more use of solar rate. growth development,especiallyto the daylighting performanceevaluationof the device. Presentstudy is the further light development the time the aims a at same at pushing of pipe, and prior production of developmentof this innovative device. It is thereforenecessaryand desirableto give a full context of the historical developmentof light pipe systems,so asto presentthe position and significanceof presentstudy. 2.1 THE DEVELOPMENT OF SOLAR LIGHT PIPE SYSTEM The earliestformal record that can be found on light pipe innovation may be the patentthat was registeredin the United Statesby William Wheeler from the MassachusettsStatein September188 1. This registeredpatent initially reffied the idea of light pipe as an apparatusfor lighting dwellings and other structures.This patentedinvention, relatesto a systemof lighting and to a specialapparatus whereby any desiredamount of the light-producing energyemployedis convertedinto light-vibrations at a central or single place, from which the light generatedis transmittedand distributed to and dispersedat any number of placeswhich it is desiredto illuminate by optical conduction,division, and dispersionof light [I]. It was indicatedby the inventor that before this invention, therehad been designsof transmitting beams,or said parallel rays, through enclosedpassagesand clear spaceto produce secondarylights from one luminary sourcefor lighting purposes.Although the inventor outlined that light pipe is adaptableto any light sources,his designseemednot being able to utilize natural daylight as lighting source. 20 Nowadays,becausethe long distancesover which light pipe can operate,it hasbeenregardedas "perhapsthe most technologically exciting innovative daylighting systems"[2]. Light pipe's advantage of being able to bring light into core areaswithin buildings hasbeennoticed long time ago. Figure 2.1 showsan invention by Hanneborgfrom Norway in 1900 [3]. Sunlight is collectedby a so-called"lightcollector" placed on top of the roof and beamedthrough a vertical "light-conveyer" to the cellar, where a light distributor is placed for lighting the room. Another near exampleof the samesort is the light is by heliostat in Fig. 1.5. Sunlight in Minnesota, University the collected a on as shown of system pipe the roof and beamedthrough lensesto a working place 110 ft below the ground.Above two light pipe light light Heliostats be "Heliostats pipe systemmainly relies on systems. called as pipe" systemscan optical devices,namely mirrors and lensesto collect and transmit sunlight. The common featureof Heliostatslight pipe systemsis the use of device that can track the sun at times. Due to the costly has device, light by this the system not sort of pipe sun-track expenseand complex control required beenwidely used. Having realized the drawbackof "Heliostats light pipe" system,during the last five or six decades, researchersmademost efforts to developmore cost-effectivelight pipe system.Researchhasbeen focusedon improving the transmittanceof the "tube" part of light pipe systems,to avoid the dependenceupon sun-trackingdevices,mirrors and lenses.The most basic form of light pipe tube is simply an empty shaft with ordinary mirrors on the walls, along which a collimated beam of light can travel [4]. Reflective metal tubeswas proposedbut any off-axis light has to undergomultiple reflections, with the result that only closely collimated beamsdo not becomeattenuatedafter a few metreswithin the tube [2]. Fibre optic bundlescan have very good transmissioncharacteristics[5], but tend to be prohibitively expensive[6]. In 1980s,new developmentof highly reflective materialsemerged.Whiteheadet al [4,7,8] proposeda hollow acrylic prismatic light tube that has a transmittanceof between0.95 and 0.97. At the sametime, different approacheshavebeentaken to improve the light transmittanceof light tube. One exampleis the application of metallic coating and finishing techniqueto the inner surfaceof light tube. Another notable progressin this respectis the useof PET (Polyethyleneterephthalate)film. The appearanceof abovetechniqueshas acceleratedthe developmentof light pipe systems. 21 In 1990s, innovations of light pipes by different inventors emerged in endlessly. Sutton patented a "tubular skylight" in 1994 in the USA [9], as shown in Fig. 2.2. According to Sutton, the system comprises a tubular body, a first transparent cover and a second transparent cover. The material of the tubular body is either metal, fibre or plastics, and has a finish which is a highly reflective polish or coating, as found on "l 150 alloy aluminium", electroplating, anodising or metalized plastic film. As a device to enhance the performance of the said system, a reflector is located within light-pen-neable into incident the system. to the collect more sunlight and extending above roof, chamber In 1996however, Bixby pointed out that aboveSutton's invention "requires the use of a reflector locatedwithin the light-permeablechamberand mountedabovethe roof line. Even when strategically positioned along the path of the sun, the use of an aboveroof reflector blocks a significant portion of the sunlight which would otherwiseenter the systemand illuminate the building if the reflector was not present".Bixby registeredhis invention of tubular skylight for natural light illumination of residential and commercialbuildings in 1996 [10]. Figure 2.3 showsthe Bixby tubular skylight system.Bixby's systemcomprisesa highly reflective tubular body positioned in the spacebetweena building's roof and ceiling with a first end with a semi-sphericaltransparentglobe attachedto a roof assembly,and a secondend attachedto a ceiling assembly.The ceiling assemblycomprisesa semi-spherical,light diffusing cap and a molded ceiling mount with a straight sleeve. The developmentof solar light pipe hasbeenan on-going process.The latest developmenton improving the collimation of internal daylight deliveredby light pipes hasbeenreportedby O'Neil [II]. Comparedto previous arts of light pipe system,O'Neil's tubular skylight useslight tube of cone shapeinsteadof straight column shape.Figure 2.4 showsthe comparison.The coneshapedreflective tube is constructedwith a larger crosssectionalareanearthe radiant energy-deliveringaperturethan near the radiant energy-collectingaperture.By this new design,the collecteddaylight can be collimated and delivered to the desiredareaof the room directly beneaththe luminaire. According to O'Neil, "as proven by experimentalresults,the new passivecollimating tubular skylight provides significant advantagesover the prior art, including better solar energycollection, higher throughput optical efficiency, improved radiant energycollimation, enhancedinterior illumination levels, and more 22 precise positional control of the interior illumination". However, O'Neil did not give sufficient and detailed information on the type and material of the luminaire being used in his design. As an integral part of light pipe system, the design and property of the energy-delivering aperture, or called luminaire, or diffuser by some literature, has been found having important effect on the daylighting performance of the system [12,13]. Therefore, in practical applications, the design of light pipe systems needs to take account of the design of luminaire. An English company, Monodraught, have been manufacturing and trading light pipe systems successfully within Europe. By the year of 2000, more than 3000 Monodraught light pipe systems have been installed throughout the UK in comparison with the figure of about 50 for the year 1997. Monodraught light pipe systems adopt diffusers of various property and design according to different is is in Fig. 2.5. Daylight light in A Monodraught typical system shown pipe real practices. needs interior downwards level dome to then transmitted spaces at roof and via a polycarbonate gathered within buildings. The light-reflecting tube is adaptable to incorporate any bends around building structural components. The internal surface of the light tube is laminated with Reflectalite 600, a silverised PET film [14]. The reflective silver layer is sandwiched between the PET film and the aluminiurn base, which helps in achieving a reasonable illuminance indoors when daylight is introduced via a light diffuser. There are various kinds of diffusers that can be employedin Monodraughtlight pipe system,including dome opal, dome clear,recessedopal and recessedclear diffusers. The recesseddiffusers are more effective in keepingout dust and preventingheat loss.Opal diffusers are of better diffusive property, and henceenablean even spreadof daylight within the interior, while clear diffusers possessa better transparencyand thereforecan maximum the penetrationof daylight. In occasionswhere soft and uniform daylighting is required,the former kind of diffuser hasbeenwidely used.For application like open spacein deep-planbuildings and corridors where the brightnessbecomespriority, the latter kind of diffuser is more suitable.The developmentof light pipe diffuser is an on-going process.News from Monodraughtreports that a new type of diffuser of diamond shapeis being developedand will be introduced into the market place soon. 23 As a conclusion, the development of solar light pipe system has been continuing ever since 100 years ago. Although historically there have been light pipe system of various designs, they generally have three main components, namely the daylight collecting device, daylight transmitting device and daylight emitting device. Accordingly, the development of light pipe art has been focusing on these three components. It has been realized that the improvements on each part of light pipe system will upgrade the total daylighting performance of the system. However, to date no general method has been made available to evaluate and compare the performance of various light pipe systems. One major aim of present study is to establish a generalized standard by which light pipe systems can be compared against each other, or even against other daylighting devices like windows. With the aid of such a proposed generalized standard, it is hoped that the development of light pipe family can be more systematic and clearer. 2.2 THE CONCEPT OF LIGHT PIPE The term of light pipe hasbeenlong usedto namethe family of non-imagedevicesthat can transmit light from either artificial or natural light sourceto building interiors for lighting purpose.Becausethe developmentand application of light pipes to modem buildings havebeennew and fast, so far no international standardizedcategorizingand / or naming systemhas beenmadeavailableto define and describethe contentof the family. It is possiblehowever, as a first step,to divide the huge light pipe family into threegroups.The threegroupsare first, light pipes using artificial lighting as light source; second,light pipes using externaldaylight as light sourceand the third, light pipes using both artificial light and externaldaylight as light sources.The light pipe group that usesexternal daylight as light sourceis also widely called solar light pipe since the ultimate sourceof daylight is the sun. As addressedin Introduction, becausethe presentstudy emphasizesthe significanceof utilizing and exploiting renewableenergy,solar light pipe is the main concernof presentresearch. Within the group of solar light pipe, further classificationcan be defined. The CIE hasset up a committee TC 3-38 to establishan international standardas a framework for guiding and regulating the developmentof solar light pipe systems.One major issueon the standardizationidentified by the TC 338 is what constitutesa solar light pipe system.The answerto this questionhas beengiven as,there are three major types defined by their collecting methods- active zenithal (e.g. Heliostat systems),passive 24 zenithal (e.g. commercially available Solatube,Sunscope,Sunpipeetc systems)and horizontal (e.g. anidolic ceilings). Among abovethree types, the passivezenithal tubular light pipe has becomethe most widely usedsolar light pipe system.The family map of light pipe systemis now shown in Fig. 2.6. Presentresearchfocuseson the daylighting performanceof passivesolar zenithal tubular light pipe systems.In the following body of this thesis,if not specified,the name of "light pipe" refers to passivesolar zenithal tubular light pipe. A passivesolar zenithal tubular light pipe systemcan be defined as a tubular vertical light guidance systemthat passivelycollects and transmitsexternalnatural daylight to building interiors for lighting purpose.A schemeof two typical passivesolar zenithal tubular light pipe systemsis shown in Fig. 2.7. Typical passivesolar zenithal tubular light pipe systemhas three components,namely fixed daylight collection device, tubular light guide that employsinternal reflection mechanismfor daylight transmission,and light-demitting apparatusfor dispersingdaylight into designatedareas. 2.3 THE STRUCTURE OF PASSIVE SOLAR ZENITHAL TUBULAR LIGHT PIPE Passivesolar zenithal tubular light pipe is the most commercially available light pipe systemin the UK market place. Light pipes provided by different tradersor manufacturersare to various extent slightly different from eachother. For example,a light pipe companymay have their own-patentedtechniquein fixing the light tube on or within a roof structure,or in preventing leakageof rain. However, in terms of their basic structure,light pipes by different makersare generally the same. The majority of commercially available light pipes consistof threemain componentsassociatedwith sealing components.The threemain componentsare daylight collector, light pipe tube and diffuser. Daylight collector is fitted at the top end of the light tube,usually on the roof, which actsas a semi-lens to collect daylight and as a cap to prevent the ingressof water and dust. At the bottom end of the pipe fitted the diffuser, usually to the ceiling to allow the distribution of the daylight into the interior room space.Propertiesof main componentsof light pipe are describedbelow. 25 2.3.1 The daylight collector Daylight collector is a clear dome that is mountedon the outsideof the roof 'Me dome is manufactured from cleanpolycarbonatethat removesundesirableultra violet (UV) light and sealsthe light pipe againstingressof dust and rain. The domeusually meet the requirementsof fire resistanceand due to its shapeis self-cleaning. 2.3.2 The light pipe tube The pipe is constructedfrom a metal tube, typically of alloy aluminiurn material. The inner surfaceof the tube is laminatedby applying metalizePET (PolyethyleneTerephthalate)film or TIR (Total Internal Reflective) prismatic optic film. Figure 2.8, for instanceshowsa Monodraught(UK) light tube that usesReflectalite 600, a silverised PET film as its internal reflective coat. The reflective silver layer is sandwichedbetweenthe PET file and the aluminiurn basesubstrate.The presenceof an UV inhibitor in the Reflectalite provides outstandingQUV durability with no delarninationand with no decreasein total reflectancewhen subjectedto the extremeconditions of UV light. 2.3.3 The diffuser The diffuser takesthe form of a white polycarbonatedomemountedon the ceiling inside the room to be illuminated. 'Me material of diffuser vary in its property of transparency,so as to meet different needsfor light distribution within the room. For exampleopal diffusers, which are madeof semitranslucentpolycarbonatematerial, are usually applied in placeswhere uniform daylighting is required. While clear diffusers, which are madeof transparentpolycarbonatematerialsare preferredin applicationssuch as corridors in deep-planbuildings where the quantity of light becomespriority. The shapeof a diffuser can be flat, convex, and concave.Monodraught(UK) has recently developeda new range of diffusers that are manufacturedfrom clear polycarbonatewith a crystal effect finish. The developmentof a new type of diffuser of diamond shapeis also underway.Figure 2.9 showsthe appearancesof different types of difftiser, and Fig. 2.10 demonstratesthe different daylighting effects achievedby a clear diffuser and an opal diffuser respectively. 26 2.3.4 Sealing components The application of light pipe systemsrequiresthe installation of sealing componentsto the purposeof achieving high heat resistanceand preventing solar gain. The sealof the light tube is also important to keep dust, noise, insects,rain and snow out of the building interiors. A brushednylon gasketat the top of the pipe preventscondensation,dust and rain from entering the systembut still allows the airs to expandand contract when subjectto solar gain. The closedcell gasketat ceiling level sealsthe daylight collector and all the vertical joints are sealedwith silicon and alurninium tape. 2.3.5 Complete light pipe system An explodedview of a typical light pipe system,by Monodraught(UK) is shown in Fig. 2.11, all the main componentsand associatedsealingcomponentsare shown. 2.4 WORKING MECHANISM OF LIGHT PIPE Passivesolar tubular light pipes are designedto collect light from both the sky and the sun. The two componentsof daylight illuminance are collectedby the hemisphereshapeddome, followed by multiple reflection of sunlight and skylight through the reflecting tube. Daylight then reachesthe inner surfaceof the light pipe diffuser wherein a refraction followed by a light-scatteringtakesplace before it is introducedwithin buildings. Figure 2.12 showsthe generalprocessof daylight collection, transmissionand distribution within buildings. Ile complexity of light pipe's working mechanism consiststhree aspects,namely the optical process,the externaldaylight environmentand the designof light pipe. The three aspectsare analysedas follows. 2.4.1 Optical process The first aspectis the complicatedoptical processthat takesplace within light tubesand diffusers. Initially daylight collectedby dome enterslight pipe, then a mixed multi-reflection of sunlight and sky diffuse illuminances occurswhen daylight is transmittedthrough and diffused within the light tube. 27 After that, a refraction phenomenonhappensin light pipe diffuser when diffused sunlight and sky diffuse illuminances are further diffused and finally scatteredinto the interior space. 2.4.2 External daylight environment The secondaspectis the complexity of externaldaylight as the input to the light pipe system. Throughout the year, the quantity and proportion of sunlight and sky diffuse radiation are not constant. When sunlight is available, the changeof sun's position causesthe variation of the incident angle at which the sunrayenterslight tube. This implicatesthat the pattern sunlight travel through light tube is continuously changingwhen sunlight is available(Fig. 2.13). When the sky is overcastor when clouds block the sun, skylight becomesthe major externaldaylight source.However, it is well known that the luminancedistribution of the sky is not unifon-n.The sky vault can be divided into small patchesas shown in Fig. 2.14. Each sky patch has its own position and brightness;so the transmissionof the sky illuminance from eachpatchesvarious. Furthermore,the sky illuminance distribution is affectedby the position of sun, the clarity of the sky, the position of random clouds and so on. Therefore,the process of sky-light entering light tube and travelling within the tube is a highly dynamic process.Figure 2.14 showsthe sky illuminance emitted from one sky patch entersand travels within the light tube. 2.4.3 The design of light pipe The third aspectis the designof light pipes. Light pipes vary in their geometric configurations, including the length, the width and the numberof bendsincorporatedin a light pipe system.Light tubes applying different internal coating have different internal reflectance.For a given externalenvironment and at a given point of time, light pipes of different configurationsand having different internal coating materialsproduce different daylighting performance.For any given weathercondition and sun's position, the crossareaof a light pipe, affectsthe light pipe's external illuminance admittance.Since the daylight illuminance is transmittedby meansof internal reflection within the light tube, and the reflectancealthoughusually high is lessthan 1, a light pipe's overall transmittanceis affectedby the number of reflections required for a ray of light to descendthe light tube and the tube's reflectance. The higher the internal reflectanceof the light tube, the higher is the systern'sdaylight transmittance. 28 The lessthe number of reflection required to descentthe entire light tube, the better would be the system'sperformance. 2.5 SUMMARY The idea of piping light from a central artificial light sourceto building interiors for lighting purpose emergedmore than one century ago. However, the developmentof guiding daylight into buildings for daylighting purposeis new. In the last two decades,the breakthroughin terms of new reflective materialsand processingtechniqueacceleratedthe developmentof light pipes. The most commercially available light pipe is the passivesolar zenithal tubular light pipe. Presentstudy focuseson the daylighting performancemeasurement,modelling and prediction of this kind of light pipe. The working mechanismof passivesolar tubular light pipe is complicated.The difficulties in identifying all decisive factors that affect the performance,and in quantitatively weighing the contributions of thesedecisive factorshavebeenthe main barrier to appraisinglight pipe's efficiency. Presentstudy aims to conquerthis barrier so as to push further the developmentof light pipe systems. 29 REFERENCES 1. Wheeler,W. (1881) U.S. PatentNo. 247229,United StatesPatentand TrademarkOfffice, hq: //www. uspto.gov 2. Littlefair, P. J. (1990) Innovative daylighting: Review of systemsand evaluationmethodsLighting Researchand Technology,22(l), 1-17 3.Hanneborg,0. B. H (1901) U.S. PatentNo. 668404,United StatesPatentand TrademarkOfffice, hq: //www. uspto.gov 4. Whitehead,L. A., Brown, D. N. and Nodwell, R A. (1984) A new device for distributing concentratedsunlight in building interiors Energy and Buildings, 6(2), 119-125 5. Fraas,L. M., Pyle, W. R. and Ryason,P. R. (1983) Concentratedand piped sunlight for indoor illumination, Applied Optics, 22(4), 578-582 6. Smart,M. and Ballinger, J. (1976) Tracking mirror beamsunlighting for interior spaces,Solar Energy, 12(5), 12-19 7. Whitehead,L. A., Nodwell, R. A. and Curzon, L. (1982) New efficient light guide for interior illumination, Applied Optics 21(15), 2755-2757 8. Whitehead,L. A., Scott, J. E., Lee, B. and York, B. (1986) Large-scalecore daylighting by meansof a light pipe, Proceedingsof the 2ndInternatinal Daylighting Conference,Long Beach,Mclean, VA: Cable Associates,416-419 9. Steven,M. and Sutton (1992) U. S PatentNo. 5,099,622,United StatesPatentand Trademark Offfice, htip://www. uspto.gov 10. Joseph,A. and Bixby (1996) U.S. PatentNo. 5,546,712,United StatesPatentand Trademark Offfice, h!ip://www. uspto.gov I 1.0'Neil, M. (2002) U. S. PatentNo. 6,363,667,United StatesPatentand TrademarkOfffice, htlp://www. uspto.gov 12. Edmonds,1.R., Moore G. I., Smith G. B. and Swift P. D. (1995) Daylighting enhancementwith light pipes coupledto laser-cutlight-deflecting panelsLighting Researchand Technology,27(l), 27-35 13. Carter,D. J. (2002) The measuredand predictedperformanceof passivesolar light pipe systems Lighting researchand Technology,34(l), 39-52 14. ht!p://www. solarsaver.co.uk/Monodraught/sunpipe/inf-com. htm 30 No. 6.68,404. 0. B. H, HANNEBORG. Patented.Feb. 19,1901. APPARATUS FOR TRANSMITTING SUNLIGHT TO BASEMENTSDR.OTHERSTORIES. ) (No Model. _____________________________________ I -. K J17WtJZtäP. ,I for transmitting 1900: sunlight in Norway from Hanneborg apparatus by Invention Figure 2.1 into basementsor other stores (Ref.3) 31 U. S. Patent Mar. 31,1992 5,099,622 Sheet 10 of 13 F"" /* Af Z7 co e /Z-5 A9 FIC 18 Figure 2.2 Sutton patented tubular skylight in 1994 in the USA 32 U. S. Patent Aug. 20,1996 5,546,712 Sheet I of 3 21 20 18 FIG. 1 12 42 11 26 25 14 19 71 42 13 41 -ý10 15 19 50 ý5 46 47 26 43 100 51 45 48 49 35 44 3 28 28 30 --- 34 32 Figure 2.3 Bixby tubular skylight systems 33 U. S. Patent US Sheet 2 of 6 Apr. 2,2002 Fig. 2A Fig. 2B Prior Art Improved 10 10 12 11 6,363,667B2 12 R-T g 15 16 , J-M. - 'V, -800 : 0. ) --\ 0 w 14 13 Figure 2.4 Comparison of O'Neil's cone shaped light tube against conventional column light tube 34 Figure 2.5Typical Monodraught light pipes Light Pipe Daylight source light pipe Artificial light source light pipe active zenithal passive zenithal Light pipe using both daylight and artificial horizontal Figure 2.6 The family map of light pipe (a) Straight light pipe (b) Light pipe with bends Figure 2.7 Schematic diagram of passive solar zenithal tubular light pipe 36 --- --,- . -Icclaille ()0()IE-1, tilm F '1 Figure 2.9 Appearances of different types of diffuser 38 r, *4*N) % MPOM, Figure 2.10 Demonstration diffuser of the different daylighting effects by a clear diffuser and an opal 39 Components For Flat Roof Applicafton Mycarbonate, UV treated top do"ic. Brushed tiylm trap Brushed tiylm cmdensation cmdensation trap breathable gaskeL gaskcL and breadiable and f fixingIlugs. Hig, impact Hig,iiiri ABSc(Alar with fixing ipactABS (;cA[ar widi ugs. ABSflat roof flashingplatefor flat roofapplication. flasilingwill bit, (Note:Altt,,Mathc Salvanised rpcltjirMfor asphaltroof ir"Wilatifon. Standard 61 Omm suctivi5 uf Reflectalite 600 Mite compressible ceilingsf-al. Polycarbonate ceiling dome. (Flat diffusers also available) Wl screwsandkings pruvided). for Pitched Components Roof Applications - state tmf - P, Jy,., b-t.. :n N UV treAtd dý 0-j ,j .0....... and breathaUcgasket. I'al, piýP ARS fla,.hing plate. ifcjf t. W r(., f, 5 I'J. -t-re Incorporated into the flashing plate to the top and sides and Mis%'C'5eal Ow A C. h- 4 kid 4in 6 pr-irliA fla4ling to tiles. 300'I'm ýMljvi uf Sunplýw or lengths to wit ronf cn"nicli(supplied in 2ft NlUnino longwxt"is. f(w ) Two p6-cp. aditistable rlfýw to suit rLx4 up tv 3U* pitd, (3 plecv adjustable (4bow fix r(x,(.s up to 45' pimho Standird 61 Omm SeChons of RAxIalito (1 m lenol F.00 also available) WhIte compressiblecedRigwAl, Pdycad)mito ceiling don*. Mat diRusemalw AMscrem Ald 6-4,p p, ovkkd. Figure 2.11 An exploded view of a typical light pipe system by Monodraught (UK) 40 Total extemal illuminance = sky diffuse + sun illuminance --A Figure 2.12 A general process of daylight collection, transmission and distribution pipes through light Sun's position I 0 0 Sun's position 2 \\ Liý Lighttube Di Figure 2.13 The pattern sunlight travel through light tube ýr Sky diffuse light A sky patc (a) klý (b) Figure 2.14 Sky vault divided into small patches with respective luminance 43 3. PREVIOUS WORK The literature review focused on the following topics and region of work that directly relevant to the presentstudy: " Light pipe applications " Working mechanismof light pipes " Researchmethodsfor evaluatingthe efficiency of light pipe " Design methodsfor light pipes The daylighting performanceof passivesolar tubular light pipes as natural daylighting device has been reportedin a number of studies.Thesestudiesare mainly on the following four aspects:daylighting perfon-nanceof light pipe applications,working mechanismof light pipes, characterizingthe transmittanceof light pipe's main componentsincluding solar collector, tube and diffuser and developing designtool for light pipes under "design sky" conditions. Experimental studies carried out by Shao [I] and Yohannes [2], reported the performance of light pipes of various designs under changing weather conditions: sunny, overcast, heavily overcast, and overcast with rain. Abundant illuminance of up to 450lux was reported in test rooms, and intemal/extemal illuminance ratio variance ftom 0.1% to 1% was reported. Oakley's study [3] on 330-mm diameter light pipes of differing lengths showed that the illuminance could be as high as 15381ux. An average illuminance of 366lux and a mean intemal-to-extemal ratio of 0.48% were obtainable. Mathematicalequationshad beendevelopedto describethe perfon-nanceof mirror light tubes.These work have focusedon the estimationof the light pipe tube'stransmittanceunder laboratory conditions. Zastrow et al did theoreticalwork on the transmissionof mirrored light pipe tube [4]. Swift et al [5] gave an integral equationinvolving light pipe tube's parameters,reflectivity, aspectratio and the angle of incidenceof the incident radiation. Edmondset al [6] expressedthe transmissionof light pipe tube as a function of light pipe tube parameters,reflectivity and aspectratio and solar altitude. 44 Studiesundertakenat the University of Technology, Sydney [6] investigatedthe enhanceddaylighting performanceof light pipes coupledto laser-cutlight-deflecting panels.It was reportedthat the illumination that can be achievedwith a vertical light pipe decreasesrapidly as the elevation of the incident light decreases.Ile outputsof light pipes dependstrongly on sun's position and diffuser design.It was concludedthat the daylighting of small rooms via light pipe may be enhancedby deflecting low-elevation light more directly through the light pipe using laser-cutlight deflecting panels. Work undertakenby Carter [7] put forward a designmethodintendedfor use either freestandingor in conjunction with existing daylight analysismethods.Consideringthat the magnitudeof luminous flux entering the systemis a function of unknown sky conditions,Carter's basedhis work [7] on the assumptionof a "design sky", which restrictedthe applicability of this method in real practises. Detailed description,analysisand appraisalof aboveprevious work are presentedseparatelybelow. 3.1 APPLICATIONS OF LIGHT PIPES 'ne daylighting performanceof passivesolar tubular light pipes hasbeenmonitored in both real and laboratorial environments.In the UK, literatureson the researchin this respecthave mainly been reportedby the researchteambasedNottingham University and Liverpool University. Researchcarried out by L Shaoet al [1] in Nottingham University demonstratedthe daylighting performanceof light pipes in real applications.Field measurementscarried out at four siteshave beenreported.The four sitesare the Pearl Centrein Peterborough,the Gurney Surgeryin Norwich, the RivermeadCourt in Marlow and the Guildford College in London. G. Oakley et al [3] reportedthe performanceof six light pipes in three different applications,namely a workshop, a residentiallanding and a small office. The locations of the applicationsare the BeaconEnergy Ltd, the West BeaconFarm and the BeaconEnergy Centre,which are all locatedsouthwestof Shepshedin Leicestershire. 45 3.1.1 Applications of light pipes in residential and office buildings Measurementson light pipe's daylighting performancein real buildings by Shao[I], Yohannes[2] and Oakley'sstudy [3] have presentedgeneraland broad pictures of applicationsof the device.Positive and qualitative conclusionshave beendrawn on the overall efficiency of the device and the benefitsof employing it in real applications.Importantly it hasbeenmadeclear that the designtechniqueof light pipes plays an important role in the application of the device, Shaoet al concludedthat light pipes "can be effective devicesfor introducing natural daylight into buildings, provided they are designedwith care". Oakley et al concludedthat light pipes "are proficient devicesfor introducing daylight into buildings", and "the most effective light pipes are straight, short oneswith low aspectratios and consequentlylarger diameterlight pipes would probably be more effective". Theseimplicated that the light pipe itself was a complex systemand required extensiveresearchto provide detailedand quantitative evaluationsof it. It was found that the performanceof light pipe systemwas not only dependenton the geometrical configurationsof the system.External meteorologicaland geographicalconditions havebeenfound to have effect on the performanceof light pipes. Shaoet al and Oakley et al measuredthe daylighting performancesof light pipes under different weatherconditions and usedthe ratio of internal total illuminance to external total illuminance as an indicator of the performance.It was found that the ratio seemedto vary with different weatherconditions and solar altitudes.Shaoet al found that when the sky was overcast,the ratio of internal to external illuminance increased.This interestingphenomenonwas explainedas "probably due to most of light ftom an overcastsky originating from aroundthe zenith and undergoingfewer reflections/absorptionsas it travels down the light pipe". However,both weather condition and solar altitude are not independent.Thereforeno certain conclusionson the effect of weathercondition, and the effect of solar altitude on the daylighting performancecan be given based on the measurements.It was thereforerealized that to reveal the relationshipbetweenweather conditions and solar altitude, and the performanceof light pipes, vast databasethat can provide necessaryinformation on both light pipe itself and its ambient external environmentis needed. 46 Furthermore,by examining the study by Shaoet al and Oakley et al, it was found that the internal illuminance distribution plays an indispensablerole in the evaluationof the performanceof the device. Shaofound "the conceptof daylight factor is not appropriatehere asthe sky was clear and dosenot meet the overcastcondition upon which the daylight factor is based".Therefore,insteadof conventionaldaylight factor, the ratio betweeninternal illuminance and externalilluminance was used to indicatethe performanceof light pipes. However, it must be pointed out the ratio is dependanton the points of interest.For a given light pipe systemunder a given externaland internal environmental conditions, the ratio for different points within the room, which havevarious vertical and horizontal distancesfrom the centreof light pipe diffusers have different values for the ratio. Therefore,as an indicator of light pipe daylighting performance,the ratio shall be defined as a dimensionalvariety that can describethe internal illuminance distribution due to the light pipes. Useful information on light pipe designhasbeengiven by Shaoet al and Oakley et al. Qualitative relationshipsbetweenthe aspectratio and the performance,the use of bendsand the performance,the weathercondition and the performancehave beenpresented.Basic instructional principals such as to "avoid excessiveaspectratios and numbersof bends"have beensuggested.However, the attemptto designlight pipe systemsin real applicationsusing only basic principals and qualitative relationships might not be successful.Designersneedto know the output of a certain light pipe under certain externaland internal conditions with certain confidence.Most of the measurementson light pipes in real buildings carried out by Shaoet al and Oakley et al monitored the total output of a group of light pipes, where eachindividual light pipe had its own configuration and waspositioned in different places.It shall also be bom.in mind that the output of light pipes measuredin real applicationscould be affectedby the shadingof interior layout, for examplesthe shadeof furniture and reflection from walls. Thesefacts increasethe difficulty in producing exact evaluationand comparisonof the daylighting performanceof light pipes. In considerationof the presentwork, it was thought that the mathematical modelling should be basedon measurementsundertakenin laboratories. 47 3.1.2 Large-scale core daylighting by light pipe In 1987,Whitehead[8] reportedan application of large-scalecore daylighting by meansof light pipe system.The light pipe systemwas applied to a five-story conventionaloffice building in Toronto, Canada.The illuminated areaconsistedof an 186m2core region of the top floor of the building. The systemincluded five main components,namely, sun tracking device, focusing mirrors, roof apertures and prism light guide input elbows,prism light guidesand electrical lights. According to the schemeof the application given by the authors,therewere eight identical sun-trackingand light distribution systems,installed every 1.22metersin a row. It was reportedthat eachlight guide of approximately 1.22metersin diametercould illuminate 23m2 of office spacewell in excessof 1280lux.It was also concludedby Whiteheadthat a core daylighting systemsuch as this would be cost effective. In 1990,McCluney studiedthe application of using water-filled light pipes to transportconcentrated beam solar radiation from a solar collection systemto a utilization system.According to McCluney, a systemof suchcan be for the daylighting of the core interior spacesof buildings, spacesthat are far removed from outsidewalls or the roof and are thereforenot amenableto conventionaldaylighting with sidelight or toplights. McCluney studiedthe effect of absorptionby water on the color of light and the colorimetry of water-filtered light. McCluney reportedthat the distancewhich daylight can be transmittedbefore its color becomesobjectionablein comparisonwith warm white fluorescentlight appearedto be 6-8m. The distancefor a significant drop in the color-renderingindex of the daylight transmittedby the systemwas reportedas about I Om.It was found that the visible transmittanceof 5 and 10m long pipes was about 28% and 19%. It was concludedthat water-filled light pipes could be usedto bring cool, filtered sunlight indoors in a controlled manner [9]. 3.1.3 Light pipe coupled to laser-cut light-deflecting panels Edmonds[61 studiedthe enhancedperformanceof light pipes coupled to laser-cutlight-deflecting panels(LCP). Edmondspointed out "although light pipes are effective sourcesor natural illumination for deepareaswithin buildings, the daylighting performanceof the device decreasesrapidly as the elevationof the incident light decreases".It was found that the combination of laser-cutlight deflecting 48 for below illumination light the about all angles of elevation performance panelswith pipes enhanced 60'. Laser-cutlight-deflecting panelsare of a material that combineslight deflecting propertieswith is is The to thickness transparency. conventional glazing, and of similar glass material good viewing found large between [101. It laser by laminating the that sheets of glass was acrylic sheet cut produced enhancementwas obtainedin winter months, when sunlight is incident at low elevation all day. For a light pipe 0.3m in diameterand 7.2m in length but without LCP, the transmittanceof it falls below 0.1 for sun elevationbelow about45'. While as a comparison,when such a light pipe is coupledwith a LCP device, the transmittanceabove0.1 extendsto sun elevation as low as 10". It was therefore concludedthat the enhancementat low elevationsextendsthe time during which light pipes were useful [6]. Edmondset at [ 11] also gave the theory of using extractorsand emitters in light pipe systemwithin large commercialbuildings. 'I'lie author discussedthe application of hollow light pipe for the distribution of sunlight from the roof or fagadeinto the deepinterior of a building. It was found this application was suited to climateswith a high direct sun component.However, to use sunlight in buildings more effectively, a device at the faqadeto direct sunlight into a light pipe and devicesto extract light from the light pipe and distribute the light into interior shall be included in the system. Devices for the extraction of light are given the nameof "extractors" and devicesfor light distribution as "emitters". Edmondset at studiedthe application of using laser-cutlight-deflect panel asextractors and emitters for light distribution from hollow light pipes. It was concludedthat it was feasibleto produceextraction and emissiondevicesfor light pipes from simple assembliesof laser-cutpanels.The extractorsand emittersmay be usedwith rectangularlight pipes to provide light distributions similar in most respectsto thoseobtainedfrom conventionalluminaries.According to the author, this technology is also applicableto remote-sourcelighting systemswhere the sourcesmay be either sunlight or artificial light. 3.1.4 Light pipe system using both natural and artificial light Aizenberg et al [ 12] reported the application of slit light pipes in the Chkalovskaya Moscow subway (60m by long) structure suspended hall illuminated The the a rectilinear of station was central station. under the oval dome of the main hall. The structure consisted of cylindrical multi-slot light pipes 49 alternating with 12 cubes.According to the above-mentionedauthor, the use of hollow light pipes to illuminate the subway stationnot only permitted new architecturalsolutions,but also yielded good economicindices of the system.The number of lighting points in the all was reducedby a factor of 30 and the extent of the electrical grid was reducedby a factor of three.Aizenberg et al statedthat an important advantageof lighting systemsbasedon light pipe "might be further reduction in maintenance costsas the light sourcesmay be easily accessedto maintenancepersonnelwithout the needfor tall laddersor cherry pickers". The operationalexperienceof over 12 years confirmed the high reliability of the system.The authorsconcludedthat the afore mentionedstation,namely Moscow subway station was the first station where the problem of light-system operationhad beencompletely solved, since "accessto the input units for lamp replacementand modification of the electrical systempresentsnot difficulties, requiresno specialequipment,and may be accomplishedby a single electrician at any time". According to Aizenberg et al [12] the application of similar artificial lighting systemthat used light guide was also found in Moscow ring high way. This showsthe wide applicability of artificial light sourcelight guide system. Aizenberg et al [13] proposedand studieda solar and artificial light pipe systemcalled "Heliobus" used in a school building in SanktGallen,Switzerland.It is a four-story building, within which thereare recreationhalls at the centreof eachfloor. The Heliobus systemwas built to light theserecreation areas.The systemcomprisedthe following basic elements:a solar light collector, an intermediate element,a unit containing electric light sources,a vertical hollow light pipe and a diffuser. According to the above-mentionedauthors,the working mechanismof the systemis: solar light rays capturedby the light collector are directedthrough the intermediatedevice (by its reflecting surfaces)into the light pipe and then diffused into areasto be lit. In caseof lack of daylight, a luminous flux of electric light sourceis directedby an optical systemlocatedin the intermediatedevice. Aizenberg et al statedthat the performanceof the systemwas highly appreciatedby teachers,administratorsand school pupils. Testsconducedby Aizenberg showedthat the systemprovided good daylighting even under a cloudy sky when the sun was absent.It was concludedby afore mentionedauthorsthat the systemtotally met the requirementsfor lighting under all weatherconditions,with energyconsumptionreduced significantly due to shorteningof electric lighting operation. 50 3.1.5 Integration of light pipe daylighting and natural ventilation systems Shaoand Riffat [14] investigatedthe techniqueof integrating light pipe natural daylighting and natural ventilation using passivestack system.The systemhas a bi-layer structure.In the middle of the structure is the light pipe, lined with a highly reflective material. The light pipe is surroundedby an annular spacethat actsas a stack for the exhaustair. The systemcan be further combinedwith a heat pipe basedsolar heating systemthat can enhancethe natural ventilation. By experimentalmethods,the authorsstudiedthe daylighting and ventilation performanceof the integratedsystem.The daylighting performanceenhancementof light pipe due to LCP (Laser-cutPanel) was also examined.It was found light transmittedthrough the light pipe was higher on clear/sunnydays than on overcastdays,but the uniformity of the illuminance in the test chamberwas greateron overcast/cloudydays. Solar infrared transmissionwas found to be 1.5%on a cloudy day comparedwith 1.4%on a sunny day. Light pipe transmittedmarginally less infrared radiation than visible light. It was shown that by fitting a LCP to a light pipe, higher level of daylight transmittancecould be achievedfor certainperiods of the day, dependingon the orientation of the LCP. It was found that an eight air changesper hour were achieved with the natural stack effect. The authorsconcludedthat the most suitablebuilding types for the application of the integratedsystemwere educational,office and retail buildings. Oakely [ 15] also studiedthe integratedsystemof light pipe and ventilation stack. The systemhas two channels.The central channelis a light pipe that guidesdaylight into occupiedspace;while the outer channel,also called ventilation stack,enablespassivestackventilation. The study monitored the performanceof two light pipes with diameterof 2.15m and 2.20m in length in outdoor environmental chambers.Using tracer-gasmethod,above-mentionedresearchesmeasuredthe low velocity airflow ratesand natural stack ventilation. Resultsgiven by the author suggesteda good correlationbetween solar altitude, internal illuminance valuesand the external illuminance values.It was shown that by fitting a LCP panel to a light pipe, much higher levels of daylight could be achieved.It was found that the typical air changerate through the passivestack was about eight air changesper hour in winter, and the temperatureinside the test chamberwas controlled stableat approximately20'C. The authors concludedthat light pipes were proficient devicesfor introducing daylight into buildings and reducing costs. 51 Smith et al [ 16] reportedthe evaluationof dichroic material for enhancinglight pipe daylighting and natural ventilation in an integratedsystem.It was statedby the authorsthat, "the integration of natural daylighting and ventilation systemreducessystemcostsand paybackperiod as well as make both techniquemore attractive to users". It was found that by constructinglight pipe using dichroic materials,the infrared part of the solar radiation was allowed to be transmittedto the ventilation stack, while the visible light was guided by the light pipe into interior space.The heatgain to the interior can. thereforebe reducedand the thermal stack effect strengthened.The transmittanceof a dichroic light pipe was found to be similar to that of a light pipe with a 95% specularreflectance.The infrared radiation transmittedthrough the dichroic material into a passivestackwas found to enhancethe natural ventilation flow by up to 14%. It was concludedby the authorsthat the dichroic material removedapproximatelyhalf of the solar heat in daylight, and thus provided natural daylight without overheating. 3.1.6 The use of light pipe systems in deep plan buildings Daylighting possessesgood potential for applications in area such as tropics where the sky is luminous. However, because the depth of penetration of daylight through windows into deep plan buildings is limited, the full utilization of daylight is restricted. It was realized that the limitation of windows could be complemented by purpose designed light pipe systems. Surapong et al [17) developed a technique for the use of sunlight through light pipe system in multi-storey buildings. Measurements on the internal illuminance and temperature were undertaken and the results were compared against calculated values. Surapong et al used elementary ray-tracing method in modelling internal daylight illuminance and employed analogous model for calculating heat transfer. According to the computed and measured internal illuminance data given by the authors, Mean Bias Error (MBE), Root Mean Square Error (RMSE) and Percentage Averaged Deviation (PAD) were derived. It was noted that the averaged measured internal illuminance value was as high as 1400lux. The MBE was found to be 308lux, which was about 22% of the averaged measured internal illuminance. Corresponding figures for RMSE were found as 808lux and 57%. The PAD was found to be 35%. Based on the comparison between measured and computed data, the afore-mentioned authors also pointed out that there might be a higher level of uniform reflection than assumed. The authors concluded that the analysis method developed by them was suitable and sufficiently accurate. 52 A casestudy on the use of light pipes for deepplan office buildings was carried out in Malaysia by Hansenet al [ 18]. The casestudy examineddevelopmentwork on the application of light pipe system for a high rise building in Kuala Lumpur, Malaysia. Light pipes were used in the high-rise building. For eachfloor, four light pipes coupledwith LCP (Laser-cutPanel)were used to improve the daylighting daylighting light The to the of performance used simulate method of scale modelling was performance. pipe. In predicting the daylighting performanceof light pipe, elementarytheory was used.The found for It that elevations. was various solar were compared with measured values results calculated light pipes coupled with LCP had a good performancefor deepplan buildings. The authorsconcluded that the use of light pipes "will increasethe passivezone in the building and hencereduceenergy consumptionby the use of daylight". It was suggested,however, that further study neededto be done in order to obtain a better distribution of the out coming light from the light pipe system. 3.1.7 A solid light guide system: air-clad optical rod Researchersin Nottingham University [ 19] proposeda novel "light rods" systemthat can be usedto transportlight ftom the exterior of a building into its interior spaces.Theserods were designed sufficiently small so that it canbe fitted into most existing buildings without structural modification. The light rod systemcombineshigh transmittanceefficiency with small cross-sectionalarea.The systemrelies on the principal of total internal reflection and makesuse of the transmittanceproperties of industrial grade extrudedPolymethyl methacrylate.Comparisonwas madebetweenlight rod and light pipe in terms of daylight transmittance.It was found that when external illuminance was greater than 35000lux light pipe (aspectratio = 4) performedbetter than light rod (aspectratio = 24), while when external illuminance was lower than 35000lux, the latter device performedbetter than the former one. It was concludedthat light rod "transmit at a similar efficiency to a standardlight pipe that has an aspectratio 6 times smaller", and "the small diameterof the device gives it the potential to provide daylighting where light pipes cannotbe installed" [ 19]. 3.2 WORKING MECHANISM OF LIGHT PIPES The working mechanism of passive solar light pipes is most widely described and understood as "daylight is gather by the light pipe dome, and then transmitted through the reflective light pipe tube by 53 into internal light diffuser by distributed by being followed spacewithin pipe multi-reflection, buildings". Above descriptionalthough rough and simple, is correct, giving a generalpicture of how daylight is transmittedthrough light pipes. However, since daylight has two important components, in difference their property, with the quantity and the which are of great sky-light sunlight and namely light dynamically, the pipe systemschanges of performance proportion of eachcomponentschanging from time to time. 3.2.1 Understanding of the daylight transmission within light pipes The understandingof the complex processthat sunlight and sky-light travels through light pipes forms the basis on which a sophisticatedperformancemodel can be constructed.Previousworks on this subjecthave beenseen.However, emphasiswas only put on the explanationof the transmissionof diffuse light is [1,4,5,6]. Sky light (or the secondmost light tubes pipe sunlight) within parallel important componentof daylight, but the contribution of this componentto the daylighting performanceof light pipes has rarely beenstudied. The quantity and proportion of the two componentsof daylight vary with the changingof sky conditions. When the sky is clear, horizontal diffuse illuminance can be ashigh as 1/3 or more of horizontal global illuminance; while when the sky is overcasthorizontal diffuse illuminance can be equalto the global illumiance; and when the sky is part-overcast,the proportion of diffuse illumiarince to global illuminance varies dymatically but can reachas high as 50%. The transmissionof sky difftise illuminance can have important influence on the overall efficiency of light pipe systems. Study on the transmissionof sky diffuse light within light pipes was carried out by BBRI (Belgian Building ResearchInstitute) [20]. Measurementon the diffuse illuminance decreasein a 330 mm light pipe tube along the length of it was undertakenunder overcastsky conditions. It was reportedthat diffuse illuminance transmittedby a light pipe had two components,namely the direct view part and the reflected part. It was shown that the direct view of sky decreasedvery quickly from 100%to I% after I meter, while the reflectedpart decreased29% per meter.Theseimplied that the physical processesof the transmissionsof the two daylight componentswithin light pipes were different. 54 3.2.2 Critical appraisal On light pipe system'stransmittanceof daylight, most efforts have beenput on the theoretical calculation of light pipe tube's transmittanceof parallel artificial or sunlight [1,4,5,6). Zastrow et al [4] related the transmittanceof a mirror light pipe to its surfacereflectance,the angle betweenthe incident light and the light pipe's axis, the length of the light pipe tube, and the diameterof the light pipe tube. Swift et al [5] and Edmondset al [6] establishedmore complicatedrelationshipbetweenthe transmittanceof light pipe tube, and the configurationsand the incident angle of parallel light. However, the application of abovemethodsto the designof light pipes in real practisemay not be successful.This is becausethesemethodscannotdescribethe transmittanceof sky diffuse illuminance within light pipe systems.As an example,when the sky is completeovercast,the calculationsbasedon abovemethodsare not applicable,since the input into the light pipe is only diffuse illuminance and there is no sunlight component. BBRI's work [20] on the evaluationof the loss of diffuse illuminance along light pipe tube revealed that the transmissionof this daylight componentis complex and different from that of the sunlight component.However, BBRP work is only conductedunder overcastsky conditions.Thereforethe conclusiondrew by BBRI is not necessarilyapplicableto other weatherconditions.'Me reasonfor this is that the sky illuminance distribution is not uniform. Figure 3.1 graphically presentsthe radianceor luminancedistributions that have beenwidely reportedin literatures [2 1]. Figure 3.2 showsthe different sky illuminance distribution under different weatherconditions.Thus, the transmittanceof sky diffuse illuminance may vary under different weatherconditions,which implies that the 29% per efficiency drop can only be applied to real light pipe designwith limited confidence.It is therefore realized that, to produce a mathematicalmodel that can describethe transmissionof sky diffuse illuminance within light pipes, measurementson light pipes of various configurationsunder all weather conditions needto be undertaken. 3.3 RESEARCH METHODS FOR EVALUATING THE EFFICIENCY OF LIGHT PIPES Pervious work on the efficiency of light pipes focused on the evaluation of transmittance of the three main components of light pipes namely the solar collector (or called dome), the light pipe tube and the 55 diffuser. Different researchershave taken different approachestowards the purposeof assessingthe efficiency of the components.The proceduresthat were taken and the resultsthat were given by these previous studiesarepresentedbelow followed by critical appraisal. 3.3.1 The efficiencies of light pipe solar collectors and diffusers Light pipe solar collector is the first part of the light pipe system that daylight passes through. The efficiency of solar collector influences the performance of the whole light pipe system. The most widely used and commercially available light pipe solar collectors are the clear acrylic dome and the clear polycarbonate dome. The evaluations of solar collectors have been focusing on this particular type of dome. Pervious works done on this subject have been reported by BBRI (Belgian Building Research Institute) [20] and Carter [7]. BBRI carried out measurements to test the solar energetic properties of solar collectors (by Monodraught (UK) Ltd) of various materials. The theoretical values for normal light transmittance of clear acrylic and polycarbonate domes were reported as 84.3% and 81.3% respectively. Experiment aimed to determinate the hemispherical transmittance of solar collectors (by Monodraught Ltd) was also undertaken. Two luxmeters, one put under a solar collector, and the other outside of it serving as a reference meter were employed. Readings from the former luxmeter was compared to the latter one to obtain the efficiency ratio. The value of the ratio amounted to 80% for solar collectors. It was therefore found that, "the use of the normal values instead of the hemisphere values does not lead to a different result". The theoretical values for normal light transmittanceof light pipe diffusers of various diameterswere also measuredby BBRI. The testeddiffusers were Monodraughtopal dome diffusers of diameters330 mm, 450 mm and 530 mm, and the transmittancesfor the diffusers were reportedas 53%, 50% and 54% respectively.Although Monodraught opal dome diffusers were of convex shape,no experiments were undertakenby BBRI to determinethe hemisphericaltransmittanceof the diffusers. 56 Above values obtainedby BBRI were then comparedagainstthe valuesgiven by manufacturersof light pipes. It was remarkedin BBRI's report that "thesemanufacturerspecified valuesseemto be quite idealistic and lead to a performancethat is almost twice as good as the real performance". Carter [7] studiedthe relationship betweenthe aspectratio of light pipe (with solar collector and diffuser) and the transmittanceof light pipe. In his work, Carter used dataprovided by Love et al [22] on above-mentionedrelationship. Love et al producedthe relationshipbetweenpipe efficiency and aspectratio for light pipes without solar collector or diffuser under overcastsky conditions. To employ the databy Love et al, Carterusedthe values of 88% as the hemisphericaltransmittanceof solar collector, and 60% for diffusers to correct the valuesgiven by Love et al. 3.3.2 The efficiency of light pipe tube The earliestwork on the transmissionof miff ored light pipe tube seemsto be the theoreticalcalculation given by Zastrow et al [4]. Zastrow et al gave a simple formulation to relate the transmittanceof a mirror light pipe tube to its surfacereflectance(p), the anglebetweenthe incident light and the tube's axis (0), the length of the tube (L), and the effective diameterof the tube (d,ff). It is T=p / deff L* tanO (3.1) where T is the transmittance,i. e. the ratio of the amountof light transmittedby light pipe tube to the incident light. Swift et al [5] gave an equationto describethe transmissionof collimating light within mirrored light pipe tube. The equationis T= (4 1,7r) f=o [S2 /o )1/2 ]Rint(p S2 - tanO/s) X fl Ols int(p Ols)]Ids R)[p tan tan (3.2) -(1 - where T is the transmittance of the light pipe tube, i. e. the ratio of the amount of transmitted light to that of incident light, R is the reflectance of the interior surface of the light pipe tube, p is the aspect 57 ratio of the light pipe tube, 0 is the anglebetweenthe incident light and the light pipe tube axis, int is the integer function, that is int(a) is the integer lessthan or equalto a. Swift et al comparedthe theoretical transmissiongiven by Eq. 3.2 againstthe measureddata.The TM) filmed diameter (internal by Silverlux 25 3M tubes transmissionsof plastic surface with a nun rangeof aspectratio were measured.The light sourcewas a HeNe laser whosebeamwas expandedto be collimated with a diameterof 50 mm. The transmissionof light pipe tubesof the aspectratio of 2,4, 6,8 and 10 was measuredas a function of the angle of incidenceof the collimated beam.The anglesof incidencewere 0 to 85 degreesin step of 5 degrees.The experimentalresults were found in a good agreementwith the calculatedvalues. The light transmissionperformanceof light pipe tube was also given by Edmondset al [6], P= 410T,,,,,sin Of [(R 2 =" 2-x 2)1/2 IR ], oL/2Rcositan0dX (3.3) where P is the power transmissionof light through light pipe tube, 1()is the extraterrestrialintensity (1353 W/M2) T,,. is the transmissionof the atmosphere,0 is the elevation of sunlight, R is the radius , of light pipe tube, p is the reflectanceof the tube, L is the length of the tube, and i is the angle on which a bunch of sunlight reflects on the internal surfaceof light pipe tube. 3.3.3 The efficiency of light pipe bends The efficiency of light pipe bendswas studiedmainly by meansof experiments.Oakley et al [3] comparedthe ratio of internal to external illuminance, which were due to two light pipes, one straight and the other elbowed with threebends.It was reportedthat, the internal to externalratio for the elbowed light pipe ("light pipe A") averagedat approximately0.3%, and 0.5% for the straight light pipe ("light pipe E"). Oakley et al henceconcludedthat becausethe averageratio of position E to A was found as 1.78,light pipe E was on average43% better than light pipe A and thereforeA losed 14% light output per bend. It was pointed out that the figure of 14% contradictedMonodraught's figure of 8% loss per bend. 58 The effect of light pipe tube bendson the efficiency of light pipes was also testedby Love et al [22]. Bends of test anglesof 30,60 and 90 degreeswere tested.Internal illuminances were measuredwith and without light pipe systems(SunScope)that used different numbersof bends.Measurementswere collected for eachof the tests,and the datawere usedto calculateaveragetransmittanceof the elbow joint at eachof the test angles.It was reportedthat the transmittancevalues for 30 degreeslight pipe bendsrangedfrom 70% to 90% with majority of measurementsconcentratedabout 80%. 3.3.4 Critical appraisal Efficienciesof lightpipesolar collectors and diffusers BBRI [20] carried out extensive measurements on the efficiency of light pipe solar collectors of various materials and shapes. Measurements were also undertaken by BBRI to compare the transmittances of solar collectors under hemisphere ambient illuminance and normal incidence illuminance conditions. Carter [7] referred and used the transmission values for light pipe solar collector and diffusers given by Love et al [22]. However, these values were not found in Love et al's work. Therefore, it is more likely that the findings of BBRI [20] are more accurate and can be used with higher confidence than the latter one. It was not explainedin BBRI's report [20] why no comparisonbetweenthe transmittancesof diffusers under real and laboratorial testing conditions was undertaken.This may be due to the highly dynamic and complicatedoutput of illuminance transmittedby light pipe tube, which makesthe comparison difficult to implement. It hasbeenaddressedin Section2.4 that the working mechanismof light pipe diffusers is complex. The attemptto evaluateits performanceseparatelyfrom other componentsof light pipe systemdoesnot necessarilylead to an applicableresult. Light pipe diffuser is an integral part of light pipe system;thereforeit may be more practical to assessits performancewith other componentsas an entirety. 59 Efficiencies of light pipe tube Zastrow et al [4] gave a simply equation to describe the transmittance of light pipe tube. However, as pointed out by Swift et al [5], "the reliance of the transmission on the three parameters p (aspect ratio), R (reflectance) and 0 (the incidence anlge) does not allow a straightforward statement about the conditions under which the theory of Zastrow et al is a good approximation". It was further commented by Swift that in the main however Zastrow et al's model "is valid under the conditions of low p, high R it is low 0", "for the transmitted anticipated and colour coordinates spectrum calculations of and and that the theory of Zastrow and Wittwer will give incorrect values". Calculatedresultsdue to Eq. 3.2 given by Swift et al were comparedagainstmeasureddata.It was is 0.967 and was in by "the Swift these that, results of used et al value reflectivity noticed as reported determinedby fitting the experimentalresultsto the correspondingtheoretical calculation.The theoretical calculation are sensitiveto the choice of reflectivity, with changesin R of 0.001 resulting in noticeabledifference in the calculatedcurve." It was noticed that the reflectivity of the reflective sheet 3M Silverlux was found to be 0.972, which is about 0.005 higher than the fitted value. Although Swift et al pointed out that due to dust and aging, the reflectanceof the sheetusedin light pipe tubesmight be expectedto be slightly lower; this apposesthe questionon the accuracyof Eq. 3.2. Equation 3.2 is not integrable,and the transmittanceof light pipe tubesmust be obtainedusing numerical techniques. Equation 3.3 given by Edmondsenabledthe relative comparisonof the transmittedpower by light pipe tubesunder different sun elevation angle,aspectratio and reflectanceconditions. However, Eq. 3.3 is 112/R, basedon a key weighting-factor (R2-X2) which was usedwhen averagingover rays equally spaced acrossthe tube. A main weaknessof Edmondset al's Eq. 3.3 is it is not validated by comparison betweentheoretical valuesand measureddata.According to Eq. 3.3, Edmondset al gave theoretical plot showing the relative transmittedpower as a function of sun elevation, surfacereflectanceand aspectratio. However, it was reportedthat the plots were madeby normalising to the power transmitted when the sun elevation equals90 degrees.This implies that although the plot showsthe effects of sun 60 elevation, surfacereflectanceand aspectratio, it cannotbe used directly in real light pipe design, becausethesefigures cannotgive absolutevalues. The efficiency of light pipe bends Oakley et al comparedthe illuminances due to two light pipes one with and the other without bends, and basedon a rough calculation,gave 86% as the transmittanceof one light pipe tube bend. However, the illuminances were not measuredseparatelyfor the two light pipes, and consideringthe changingof external environmentand the non-uniform interior layout, it is difficult to quantify the reliability of the results.This restricts the application of this result to real designs. Love et al's study is more sophisticatedand provided the evaluationof the efficiency of bendsin more details. It was realizedby Love et al however, that the geometryof light pipe (SunScope)systemwith elbow joints was too complicatedto allow for any specific conclusions.Nevertheless,Love et al pointed out that the transmittanceof a single elbow joints is about 10 percentlower than the transmittanceof a single straight sectionof 330 mm light pipe (SunScope).It is noticeablethat the figure of 10 percent(indicating a transmittanceof 90%) however contradictsto the averaged transmittanceof 80% given by the author. It was also concludedthat the transmittanceof a light bend was found to be affectedby sky conditions, solar altitude and the geometricalconfiguration of the bend. This implies that the light transmissionwithin light pipe bendscan be complex, and it may be more practical to assessbends' performanceas one integral part of the whole light pipe system. 3.4 THE DESIGN OF LIGHT PIPES The designof light pipes shouldbaseon methodsthat can predict the performanceof the whole light pipe systemunder all weatherconditions. Designersneedto know the values of illuminance on certain working plane or at other designatedpoints due to light pipes, Till this project, no mathematicalmethod that takes accountof the effect of external and internal environmentalfactors and light pipe configurationshasbeenmade available.However, Carter's work [7] put forward three chartsas a designtool for light pipe applicationsunder overcastsky conditions. 61 3.4.1 Carter's design charts for light pipes Using the techniquesof luminous flux measurementsand calculation,the relationship of pipe efficiency and aspectratio for 25 pipes, variously of 330,450 and 530 imn diameterwas investigated. Pipe input was calculatedas a function of externalhorizontal illuminance and pipe cross-sectionarea. Pipe output was either measuredor calculatedusing protometric integrator.A designchart was given by Carter to show the attenuationof light output with aspectratio under overcastskies for vertical pipe systemsincluding a clear light capturedome and an opal diffuser. Carter used Love et al's resultsas the designtool for light pipe bendsunder overcastsky conditions. Experimentswere undertakento measurethe luminous intensity in the vertical plane for the quadrant0 degrees. 90 Measurements for diameter light 330 two were undertaken mm pipes, one 610 mm in length and the other 1220mm. Readingswere taken (not continuously) through the months from Septemberto November. It was noted however, that the sky conditions for the testingperiod were predominatelyovercastor cloudy with externalhorizontal illuminance only exceeding25 000 lux for about 10% of the readings. 3.4.2 Design method based on Coefficients of Utilization A designmethodsbasedon Coefficients of Utilization (CU) was proposedby Tsangrassoulis[23] basedon the work of Tregenza[24]. This method treatsthe light pipe's apertureas a fixture and assumesthat light pipes useperfectly diffuse emitter. The methodwas developedto estimatequickly the number of light pipes neededto light a room at a given level of lux. It was found by the author that CU dependedon the geometric form of the light pipes (aspectratio, areaof admittance),the material properties(reflectance,specularity),the angle of incident of the solar radiation and the dimensionof the room, the room's surfacereflectance.It was concludedthat the number of light pipe could thus be expressedas a function of CU, designilluminance, the areaof the working plane and light loss factors (LLF). It was pointed out that the method was by the time still in its developmentstage,and it could be performedby a small piece of code quite easily. 62 3.4.3 Critical appraisal Carter's designtool was testedby comparingthe calculatedinternal illuminances due to light pipes againstmeasuredvalues.Good agreementhasbeenseenbetweenthe predicted and measuredvalues. However, it is noticed that the measuredinternal illuminanceswere mostly lessthan 30 lux. The maximum external illuminance for the validations were found to be 14 000 lux. 'Me maximum internal to external illuminance ratio was found to be 0.225%, obtained I rn under light pipe diffuser. This implies that the designtool given by Carter was only validatedunder heavily overcastsky conditions. In real applications,light pipes deliver more light in clear or part-overcastsky conditions. Shaoet al's study [11reportedthat in caseswhere light pipes with moderateaspectratios were installed, good illuminance of up to 450 lux was obtainedwith internal/externalilluminance ratios around 1%. It is thereforemadeclear that the application of Carter's designtool is to a considerableextent limited to overcastsky conditions. '11iisis due to the fact that the main designchartsgiven by Carter were generatedbasedon datameasuredunder overcastsky conditions. Studiesby Swift et al [5] and Edmondset al [61 showedthat, under clear sky conditionsthe transmissionof light pipes is affectedby solar altitude. According to Edmondset al, for a light pipe of an aspectratio of 3, the variation of transmissioncan be 100%when the solar altitude changesfrom 25 degreesto 40 degrees.Swift et al presenteddifferent curvesto describethe transmissionas a function of solar altitude for different aspect ratio. It hasbeenaddressedin Section2.4 that the transmissionof sky diffuse illuminance and sunlight illuminance in light pipe systemare different. Therefore,the applicability of a designguideline mainly for overcastsky conditions when sky diffuse illuminance is the dominant componentof externalglobal illuminance cannotbe automatically extendedto other sky conditions. The Coefficients of Utilization (CU) methodproposedby Tsangrassoulis[23] is mainly for estimating the number of light pipes that are neededto meet a certain lighting requirements.However, to put the method in to practical use, the relationship betweenCU and various geometricaland climatic factors has to be expressedin an explicit mathematicalmanner.Further substantialprogressin this respectis thereforeessentialfor the developmentof the CU method. 63 3.5 SUMMARY In this chapter, previous works on daylighting perfonnance of light pipes in real buildings, working mechanismof light pipes, transmissionefficiency of light pipes and the designguidancefor light pipe systemshave beenreportedand critically appraised. Previousworks on daylighting performanceof light pipe showedthat light pipe is a complex system that requiresextensiveresearchto provide quantitative evaluationsof its performance.The performanceof light pipe systemnot only dependson the geometricalconfigurationsof the system,but also dependson externalmeteorologicaland geographicalconditions. It is thereforebelieved that to reveal the relationship betweenvarious internal and external factors, and the performanceof light pipes, vast databasethat can provide necessaryinformation on both light pipe itself and its ambient internal and external environmentis needed.It is also revealedthat insteadof conventionaldaylight factor, the ratio betweeninternal illuminance and external illuminance shall be usedto measurethe daylighting performanceof light pipes.As the indicator of light pipe daylighting performance,the ratio shall be defined as a dimensionalvariety that can describethe internal illuminance distribution due to the light pipes. Due to the draw backsof measurementsof light pipes performancein real applications, it is believed that mathematicalmodelling shouldbe basedon measurementsundertakenin laboratories.Measurementson light pipes of various configurationsunder all weatherconditions shall be undertaketo enablethe mathematicalmodelling to the purposeof generatinga generalperformance evaluationmodel. The efficiency of light pipe tube shouldbe investigatedunder real sky conditions.Theoretical equationsgiven by Zastrow et al [4], Swift et al [51 and Edmonds[6] do not take accountof diffused light and due to their respectdrawbacks,cannotbe used in real applications.Light pipe diffuser is an integral part of light pipe system;thereforeit may be more practical to assessits performancewith other componentsas an entirety. It was also found that the transmittanceof a light bend was affectedby sky conditions, solar altitude and the geometricalconfiguration of the bend. This implies that the light transmissionwithin light pipe bendscan be complex, and it may be more practical to assessbends' performanceas one integral part of the whole light pipe system. 64 The designtool given by Carterwas only validatedunder heavy overcastsky conditions. It is made clear that the application of Carter's designtool is to a considerableextent limited to overcastsky conditions. The applicability of Carter's designtool, which is mainly for overcastsky conditions when sky diffuse illuminance is the dominant componentof externalglobal illuminance cannotbe automatically extendedto other sky conditions.Design tools should enabledesignersto know the values of illuminance on certain working plane due to light pipe installation under all weather conditions, especiallywhen the sky is clear and the systemdelivers more daylight into buildings. As a conclusion,sophisticatedmathematicalperformancepredicting modelsthat takesaccountof the effect of externaland internal environmentalfactors and light pipe configurationsis needed. 65 REFERENCES 1. Shao,L. (1988) Mirror lightpipes: Daylighting performancein real buildings Lighting Researchand Technology,30 (1), 37-44 2. Yohannes,1.(2001) Evaluation of the PerformanceofLight pipes Usedin Qjfices, PhD Thesis, Nottingham, Nottingham University 3. Oakley, G., Riffat, S. B. and Shao,L. (1999) Daylight performanceof lightpipes Proceedingsof the CIBSENational Conference,Harrogate,London, CharteredInstitution of Building ServicesEngineers, 159-174 4. Zastrow, A. and Wittwer, V. (1987) Daylighting with mirror lightpipes and with fluorescentplanar concentratorsProceedingsofSpie - the International Societyfor Optical Engineering, 692,227-234 5. Swift, P. D. and Smith, G. B. (1995) Cylindrical mirror light pipes Solar Energy Material and Solar Cells, 36(2), 159-168 6. Edmonds,1.R., Moore, G. L, Smith, G. B. and Swift, P. D. (1995) Daylighting enhancementwith light pipes coupledto laser-cutlight-deflecting panelsLighting Researchand Technology,27(l), 27-35 7. Carter,D. J. (2002) The measuredand predictedperformanceof passivesolar light pipe systems Lighting Researchand Techonology,34 (1) 8. Whitehead,L. A. (1987) Large scalecore daylighting by meansof a light pipe, Sunworld, 11(l), 1415 9. McCluney, R. (1990) Color-renderingof daylight from water-filled light pipes, Solar Energy Material, 21,191-206 10. Edmonds,I. R. (1992) Performanceof lasercut light deflecting panelsin daylighting applications, Solar Energy Materials and Solar Cells, 29,1-26 11. Edmonds,1.R., Reppel,J., Jardine,P. (1997) Extractorsand emitters for light distribution from hollow light guides,Lighting Researchand Technology,29(l), 23-32. 12. Aizenberg, J. B., Aleshina, N. A., Pyatigorskii, V. M. (1996) Arched hollow light guidesat the ChkalovskayaMoscow subwaystation,Light and Engineering,4(3), 1-4. 13. Aizenberg, J. B., Buob, W., Signer, R., Korobko, A. A., Pyatigorsky, V. M. (1996) Solar and artificial lighting of a schoolbuilding with hollow light guide system"Heliobus", Light and Engineering, 4(3), 41-54. 66 ---4 14. Shao,L. and Riffat, S. B. (2000) Daylighting using light pipes and its integration with solar heating and natural ventilation, Lighting Researchand Technology,32(3), 133-139. 15. Oakely, G., Smith, S. J., Shao,L. (2000) Triple Save- the investigationand monitoring of a combinednatural daylighting and stackventilation system,Internal report provided by Dr L. Shao, Institute of Building Technology,School of the Built Environment,University of Nottingham. 16. Smith, S. J., Elmualim, A. A., Riffat, S. B., Shao,L. (1999) Evaluation of dichroic material for enhancinglight pipe/naturalventilation and daylighting in an integratedsystem,C,4ST, 1. 17. Surapong,C., Siriwat, C. and Liu, R. (2000) Daylighting through light pipe in the topics, Solar Energy, 69(4), 331-341 18. Hansen,V. G., Edmonds,I., Hyde, R. (2002), Proceedingsof the International ExpertsMeeting on Daylighting Conference,CIBSE, Singapore. 19 Callow, J. M., Shao,L. (2002), Air-clad optical rod daylighting system,internal report from Institute of Building Techonology,Nottingham University, UK. 20. Loncour, X., Schouwenaars,S., L'heureux, D., Soenen,S., Voordecker,P., Wouters,P. (2000) Performanceof the Monodraught systemsWindcatcherand Sunpipe,BBRI - Belgian Building ResearchInstitute 21. Muneer, T., Fairooz, F. and Zhang, X. (2001) Sky Luminance and RadianceDistributions -A comparisonbasedon datafrom Bahrain,Japanand EuropeCIBSESingapore Conferenceon Tropical Daylighting 22. Love, J. A., Arch, D., Eng, P. and Dratnal P. (1995) Photometriccomparisonof mirror light pipe systems,unpublishedreport preparedfor CIFManagementCalgary,The University of Calgary, Alberta, Canada 23. Tsangrassoulis,A. (2002) CIE TC 3-38 Tubular dayligbting guidancesystems(TDGS), internal report submittedto CIE TC 3-38. 67 /\ VA U Horizon darkening effect Horizon brightening effect Figure 3.1 Representation of the sky luminance distribution under non-overcast conditions 68 ý2-5* 0" (a) (b) c;n- 5. ?2.5* 0" (c) (d) Figure 3.2 Vector presentation of Bahrain sky radiance distribution: (a) clear sky kt=0.7, (b) part-overcast sky kt=0.5, (c) thin overcast sky kt=0.35 and (d) heavy overcast sky kt=0.2 69 4. RELEVANT THEORIES Passivetubular solar light pipe is a daylighting device that transmitsexternal daylight into buildings. To evaluateand predict the daylighting performanceof light pipes, an explicit term that can specify its daylighting performancemust be defined first. Daylight factor hasbeenwidely used as an industrial standardin daylighting design.However, becauselight pipes utilize both sky diffuse and sunlight radiation, the method of daylight factor is not suitableto measurethe performanceof light pipes. With the developmentof various innovative daylighting devices,it is necessaryto use new conceptthat measuresdevices' perforinancein delivering both sky diffuse light and sunlight. Daylight penetration factor (DPF) is henceintroducedin this study to specify, and as an index to evaluatethe performance of light pipes. The introduction of the conceptof DPF forms the basison which the daylighting performanceof light pipes can be modelled.The proposedDPF modelsare built to predict the daylight delivery efficiency and the internal distribution by light pipe systemsof various configurationsunder all weather conditions.The core task of the proposedDPF model is to predict transmissionof daylight (sky difftise light + sunlight) through light pipe systems.Light pipes use external daylight as input and produce diffused daylight as output. However, the input and output for light pipes are complex, thereforethe proposedDPF model should incorporateother modelsso as to accountfor the complexity of input and output of light pipe system. As shown in Section3.2, daylighting performanceof light pipes varies with the changingof external weatherconditions. Sincethe proposedDPF model aims to predict the daylighting performanceunder all weatherconditions, factors that describethe dynamic externalweathercondition have to be incorporatedinto the DPF model. Thus the input of light pipe systemscan be described.Light pipes use diffusers to producediffused light and spreadit into buildings. The internal illuminance distribution resulting from light pipe's output dependson the amountof the daylight delivered by light pipe and the propertiesof the diffusers. The proposedDPF model aims to predict the daylight level at any points of interest.To achievethis, internal illuminance distribution modelshave to be produced,and incorporatedinto the proposedDPF model. 70 4.1 DAYLIGHT PENETRATION FACTOR In designstudiesit hasbeenconventionalto specify interior daylighting in terms of daylight factor (DF). DF is defined as the ratio of the internal illuminance to the external diffuse illuminance available simultaneouslyand usually expressedas a percentage.Daylight factor is divided into three components,namely the sky component,the externally reflected componentand the internally reflected components.The sky componentis the ratio of illuminance at any given point that is receivedfrom a sky of known luminancedistribution, to the horizontal illuminance under an unobstructedsky hemisphere.The external and internal reflected componentsare, respectivelythe ratios of the illuminance receivedafter reflections from externaland internal surfacesto the horizontal illuminance under an unobstructedsky hemisphere. BecauseDF cannotspecify the transmissionof sunlight into buildings, light pipe daylight penetration factor (DPF) is introduced.DPF is defined as the ratio of the internal illuminance (due to light pipe daylight penetration)to the externalglobal horizontal illuminance available simultaneously.Light pipe DPF has two components,namely the sky diffuse component(DPFdiff,,,, ) and the sunlight (DPFbeam) component.When light pipe's efficiencies in transmitting sky diffuse light and sunlight are identical, DPF is a product of externalglobal horizontal illuminance and the transmittanceof light pipe (Eq. 4.1). DPF =E/E (4.1) where Ej,, nýjis the internal illuminance at a given point and Eg is the total external illuminance. In generalDPF can be describedusing Eq. 4.2: DPF = (Evd x DPFdiffuse + (E, g- Evd )x DPFbeam)/ Eg (4.2) The definitions of DPFdiff.. and DPFbe. are shown in Eqs.4.3 and 4.4 respectively. DPFdiffuse =E DPFbc= =E /E intemal-diffuse (4.3) vd (E intemal-beam/ vg -E vd) (4.4) 71 internal illuminance E diffiise illuminance, horizontal the is Evd at a given the external where intunal-diffuse internal illuminance light E by light diffuse due the transmitted at a to the pipe, sky point intemal-beam given point due to the sunlight by light pipe. Using DPF, the internal illuminance at a given point with coordinates(x, y, z) due to a given light pipe can be obtained,as shown in Eq. 4.5. intcmal (x, y, z) = DPF(,,, y,,) x where E intemal (x, y, z) is Eextemal (4.5) the internal illuminance at the given point P(x,y,,), and DPF(x,y,,) is the light pipe Daylight PenetrationFactor for the given point. By including key parametersthat presentlight pipe geometricand intemal/extemalenvironmental factors into the proposedDPF model, the effectsof thesefactorson light pipe daylighting performance can be taken into account.Geometricfactorsthat may determinethe performanceof light pipe are the light The length diameter including tube the the the so on. pipe and of and of system configurations direct beam diffuse irradiance by light has irradiance two and components: sky captured pipe external irradiance.The split betweenthesetwo componentscan be dictatedby the numerical value of the sky clearnessindex k, [I]. Sky clearnessindex (defined as the ratio of global to the extra-terrestrial irradiance)hasbeenwidely used to specify weatherconditions.However, k, is not an independent factor, other factors such as solar altitude ((x,) that is usually usedto index the position of the sun on its track through the sky canopycan also have effect on light pipe daylighting performance.'Me internal illuminance distribution can also be affectedby the internal geometricfactors such asthe position of the point of interest(due to the inversesquarelaw and cosinelaw). Other factors such as the room shape,room dimensionsand the internal reflection within a room lit by light pipes will also affect the internal illuminance distribution. However, becausepresentlythe main aim of the project is to evaluate light pipe's daylighting performance,internal reflection is discussedin later part of the thesis(Section 6.6.5). As a conclusion,DPF model can be expressedas a function of light pipe configurationsfactors (F,), external environmentalfactors (F.) and internal distribution geometric factors (F), 72 DPF y,,) (4.6) f( FF Fc, Fi) ,, 4.2 TRANSMISSION OF SKY DIFFUSE LIGHT AND SUNLIGHT WITHIN LIGHT PIPES It hasbeen explainedin Section3.2 that light pipe transmitssky diffuse light and sunlight in different diffuse beam irradiance. Sky diffuse different due This is to the and natureof sky mainly mechanism. irradianceis from all angular directionswithin the 271solid anglerange while sunlight is parallel with its direction dependenton the position of the sun. Thereforeit is logic to supposethat the transmittancesof sky diffuse and beamilluminance through light pipe systemcan be different. The theoreticalmethodsfor calculating the transmittancesof sky diffuse and beam illuminance through light pipe tube are presentedin this section. 4.2.1 Transmission of sunlight within light pipe tube Basedon physical reasoningpresentedin Section3.2, it is possibleto show that a light pipe's transmittanceis a function of the number of reflections required for a ray of light to descendthe pipe light is incident intensity I (Fig. 4.1). If its on a pipe tube of ct and elevation sunlight of and reflectance light is At input length in Fig. 4.1 L R the then the each reflection 7clR2sin(x. power as and radius descendsa distance2Rtan(xand the number of reflections is L/(2Rtan(x).However, abovecalculation is light For light In for three-dimensional. two-dimension tube. a pipes are a real applications, only pipe three-dimensionlight pipe tube, most light is not incident normally to the reflection surfaceof the tube and thereforewill require more reflections to descendthe tube. Figure 4.2 showsa projectedview along the axis of a straight tubular light pipe tube. Light incident on the apertureat a distancex from the axis is incident on the reflecting surfaceat angle i. Then the number of reflections required to descendthe light pipe tube is N, N=L/(2Rcosi tana) (4.7) If the reflectance of the reflecting surface is p then the transmission of a ray is pý4.The energy entering the aperture in the internal between x and x+ Ax is proportional to Ax (R 2_X2)". Therefore the 73 transmissionof the light pipe tube for sunlight (defined as the ratio of output to input beamirradiance) can be obtainedas: f,, [(R 2_ X2 1/2 IR ])OL/McositanOd (4.8) x 4.2.2 Transmission of sky diffuse light within light pipe tube The transmissionof sky difftise light is more complex. However, by dividing the sky vault into a series of patches,the calculation can be carried out. Figure 4.3 showsan isotropic sky vault divided into 21 patches.Presumethe radiancedistribution is uniform and for a given sky patch, its azimuth angle is y and altitude cc,then the horizontal diffuse illuminance (AIL) entering light pipe tube due to the sky patch can be obtainedas: AIL=L da dy sina (4.9) where doc and dy are the spanof the given sky patch in altitude and azimuth dimensions. The total horizontal diffuse illuminance (Evd)input into light pipe tube can be obtainedby either summingup the contributions of all relevant sky patchesor by measurements.Say IL, is the horizontal diffuse illuminance entering light pipe tube due to a given sky patch, and Tn is the transmissionof IL,, ) can be within the light pipe tube, then the total transmissionof the sky difftise illuminance (Tdiffus, obtainedas: 21 Tdiffuse IL,, T,,) / ý(E Evd (4.10) n=l in which IL,, can be obtainedusing Eq. 4.9 and T,, can be calculatedusing Eq. 4.8. Above calculation on Tdiff,,,,in Equation is basedon the consumptionthat the sky luminancedistribution is uniform, i.e. an isotropic model is used to provide the input illuminance value for light pipes. However, it is well known that the sky illuminance distribution is not uniform. Therefore, to calculate Tdim,, with a higher 74 accuracyrequiresthe application of zenith luminancemodelsthat can describeunisotropic sky luminancedistributions. This is explainedin Section4.3. 4.3 ZENITH LUMINANCE MODELS It hasbeen addressedin Section4.2.2 that to calculatethe theoretical transmissionof sky diffuse illuminance within light pipe tube, sky luminancedistribution shouldbe madeknown first. Sincethe sky luminancedistribution is not uniform, it is a more accurateprocedureto apply unisotropic sky models that can describethe luminancedistribution acrossthe sky vault to the theoreticalcalculation. Zenith luminance,L,,, describesthe luminous intensity of the circular part that is on the top of the sky vault. Using zenith luminancemodels,the luminanceof other parts of the sky can be directly related to L,,. This has two important bearing on the designof light pipes. Firstly, in real applicationsa light pipe can be installed in sucha condition that its solar energycollector can only have a view of part of sky. The use of zenith luminancemodels enableslighting designersto know the estimatedsky diffuse illuminance availableto light pipe as input, so as to predict the internal illuminances due to the light pipe. Secondly,the transmissionof the illuminance from different parts of sky that have varying elevationand luminanceintensity can be calculated,leading to a more accurateresult than that obtained basedon an isotropic sky model. 4.3.1 Moon and Spencer's overcast sky model Lighting designersoften refer to CIE standardovercastsky condition when undertakinginterior daylighting designas this sort of sky condition is regardedas a worst-casescenario.Overcastsky can be defined as the sky conditions that the sun is completely blocked by cloud. It hasbeen found by measurementsthat when the sky is overcast,the zenith part of the sky vault tendsto be brighter than other part of the sky whose altitude is ct. The brightnessof sky patchesincreaseswhen its (x increases. The ratio of the luminanceof any sky patch, L, ()to zenith luminance,L,,, was found to be a function of luminancedistribution index, b, and the altitude of the sky patch (x.Moon and Spencer[2] described aboverelationshipas: 75 L, / L,, = (1+b sin a) /(I + b) O (4.11) Moon and Spencerfound that for overcastskies, the best value for b was 2. CommissionInternational de Eclairage(CIE) hasbeenusing this b value of 2 as the standardreferencevalue for overcastskies. 4.3.2 Muneer's model Muneer [3] hasusedEq. 4.11 to establisha relationship betweenslope diffuse irradianceand horizontal diffuse irradiance.Muneer's model is given by Eq. 4.12, D,8/D = cos2(,612) + [2b I z(3 + 2b)][sin, 6-, 6cosg -; rsin 2(,6/2)] (4.12) diffuse hourly horizontal is for D hourly diffuse irradiance is Dp the the surface, a sloped where irradiance, P is the tilt of the slopedsurface. Muneer'smodel treatsthe shadedand sunlit surfacesseparatelyand further distinguishesbetween found for his for Bracknell, Muneer Based that a shaded on study and non-overcast conditions. overcast surface(facing away from sun) the 'best'value of b was 5.73; for a sunlit surfaceunder overcastsky conditions b=1.68; and for a sunlit surfaceunder non-overcastsky conditions b= -0.62. Applying the b value of 2 to Eq. 4.11, it can be seenthat under overcastsky conditions,the ratio of the luminanceof the zenithal part of sky to that of the horizontal part is 3. Applying the b value of -0.62 for southernsky vault under non-overcastsky conditions, the ratio of the luminanceof the zenithal part of sky to that of the horizontal part is 0.38. Shaoet al [4] have reportedthe phenomenonthat under overcastsky the efficiency of light pipe seemsto be higher than that under clear sky conditions.This may be explainedbasedon abovebrief analysis.When the sky is overcast,the direct view of the zenithal part of the sky, which has the highest luminance,is transmittedby light pipe with high efficiency. While under clear sky conditions, luminanceemitting from the brightest part of sky is transmittedby light pipe with lower efficiency due to the multiple reflections, resulting in lower overall transmittanceof daylight. 76 4.3.3 Perez all-sky model The Perezet al model [5] computesL,, defined as the ratio betweenthe sky luminanceat the function luminance Lp the of the zenith angle point, as a reference an arbitrary of and point considered The between the the the of sun. the and position point the considered angle consideredpoint and of formula is given in Eq. 4.13. L, =f (ý, y) = [1 +a exp(b/ cos0] [1 +c exp(dy) +e cos' y] between the consideredpoint and 4 is the the the y angle and point, of considered angle zenith where the position of the sun. The parametera, b, c, d and e are adjustablecoefficients, functions of insolation 256-combination the is the [5]. The values of of the as a represented parameters of scheme conditions brightness index factor, isotropic the the sky's the and clearness sky's correction zenith angle of sun, index [6]. 4.3.4 Kittler, Darula and Perez's standard sky model Basedon Perezmodel, Kittler, Darula and Perezproposeda new range of standardskies.This is a set different luminance distribution 15 describe formulae the that to sky under are used of mathematical conditions. The equationfor relative sky luminancedistribution to the zenith luminance is defined as a function of ý, the zenith angle of the consideredpoint and y, the anglebetweenthe consideredpoint and the position of the sun. L,, f(7)9(ý) g _ L,,., f (Z, )9(0) P(gý p(O) -I+a exp(b / cos I+ a expb (4.14) (4.15) 77 in which the function f is the scatteringindex that relatesthe luminanceat a point to its distancefrom the sun. f(o 2)] +e exp(d)r/ c[exp(do =I+ - 4.4 INTERNAL ILLUMINANCE COS2 ý DISTRIBUTION To determinethe internal illuminance distribution due to light pipe using the proposedDPF model, the model must be able to predict the illuminance receivedby a given point from light pipe diffuser. The theoreticalcalculation of a given point due to a certain light sourceoften involves two laws, which are the Inverse SquareLaw and the CosineLaw. According to the property of the light source,the procedureof applying Inverse SquareLaw and Lambert'sCosineLaw differs. Particularly, when the output of light pipe is assumedto be uniform diffuse light, the approachof "radiative view factors" can also be used to determinethe illuminance receivedat a given point from light pipe. 4.4.1 Lambertian Surface and Lambert's Cosine Law A Lambertiansurfaceis a surfaceof perfectly matteproperties,which meansthat it adheresto Lambert'scosine Iaw. Lambert'scosinelaw statesthat the reflected or transmittedluminous intensity in any direction from an elementof a perfectly diffusing surfacevaries asthe cosineof the anglebetween that direction and the normal vector of the surface.As a consequence,the luminanceof that surfaceis the sameregardlessof the viewing angle.It is further illustrated by Fig. 4.4 that the intensity of radiation along a direction that has angle 0 with the normal to a radiation-emitting surfaceis, 10= 1"COSO (4.17) where I,, is the intensity of radiation in normal direction. The intensity of radiation is defined as the rate of emitted energy from unit surface area through unit solid angle. 78 4.4.2 The Inverse Square Law Distant lights appear fainter than nearby lights of the same intrinsic brightness. However, the true brightness of an object (its luminosity), must be distinguished from its apparent brightness. The term of luminosity is defined as the amount of energy radiated per second by an object. Ile intensity of light observed from a source of constant intrinsic luminosity falls off as the square of the distance from the object. This is known as the inverse square law for light intensity. Figure 4.5 illustrates the inverse square law. The entire light through the I square-foot first area goes through the second one, which is 100 times larger; hence the light intensity per square foot is 100 times smaller in the second area. 'Me intensity drops as I/R2. 4.4.3 Radiative view factor method The view factor betweenany two surfacesis defined as that fraction of the radiative energyleaving an emitting surfacethat is interceptedby the receiving surface.The method for calculating the view factors from differential areasto sphericalsegmentswas given by Naraghi [7]. Figure 4.6 illustrates that accordingto the relative position of a given point to a energyemitting hemispheresurface,the calculation of view factor for the given point usesdifferent formulae as shownbelow by Eqs.4.18 (Appendix 1). 4.5 STATISTICAL METHODS FOR EVALUATION OF MODEL PERFORMANCE As noted in Section4.1, mathematicalDPF model that enablesthe prediction of the daylighting performanceof passivesolar tubular light pipe under all weatherconditions will be developedin this work. In order to ensurethe computationalreliability of the proposedDPF model, validation methods have to be applied to assessthe model's validity. Model validation is conductedthroughoutthis body of work with the aid of establishedstatistical methods.In theory, data can be manipulatedto produceresults from which almost any conclusioncan be drawn. Therefore,rather than to rely on a single statisticalprocedure,model evaluationis to be carried out using various statisticalprocedures.A summaryof the statistical tools usedthroughout this work is presentedforthwith. 79 4.5.1 Mean bias error (MBE) The meanbias error (MBE) of a model indicatesthe model's ability to replicate data.In anotherword, the MBE tells whether or not a given model tendsto overestimateor underestimatethe measureddata. In present study, the MBE is defined as: '"(Eestimated- Eactuad Mean Bias Error, MBE = no. of observatims (4.19) is the estimatedinternal illuminance due to light pipe, Eactual the measuredinternal where Iýcstimated illuminance, and "no. of observations"meansnumber of datapoints. A lower value of MBE indicatesbetter model performance.A0 value MBE indicatesoptimal model performance.A positive MBE indicatesan overestimationof measureddata.The converseapplies for underestimation.Equation4.18 showsthe meanabsolutevalue of the difference betweenthe measured and predicted data.Therefore,the physical deviation can often be misinterpreted,particularly when it is usedto describemodel perfon-nanceagainstmeasureddataof low magnitude. 4.5.2 Root mean square error (RMSE) Root mean square error (RMSE) is widely used to indicate the degree of scatter of the computed data comparedagainstthe actual data.In this study RMSE is defined as: Root Mean Square Error, RMSE Eestimated- Eactual )2 -T( (4.20) no. of observations is the estimated internal illuminance due to light pipe, Eactual where Esthnated the measured internal illuminance, and "no. of observations"meansnumber of datapoints. 80 The greaterthe deviation betweenEestimated the greaterthe sum of the squareof the and Eactual , difference will be. A low RMSE is indicative of better model performance.A larger RMSE indicates greaterdispersionof data. 4.5.3 Percentage average deviation (PAD) As addressed in Section 4.5.1, in some cases MBE can be misinterpreted. For example, for two mathematical models A and B, when both model have the same MBE, the performance of them can be different. This is because that the magnitude of the data that the two models handle can be different. If the data that model A handles is in average several times to that of model B, then the perfon-nance of does 0 being MBE better The to is B. A than not necessarily equal value of model actually model indicate a good performance model. Suppose a model predicts largely overestimated value for half of the observations and gives heavily underestimated value for the other half, the MBE will also be found to be zero which can lead to erroneous conclusions such as the model is performing exceptionally well. To overcomethe drawbackof MBE, a suitableaccompanyingstatisticalreinforcementshall be found. PAD is thereforeintroduced in this study, which is defined as: Percentage Average Deviation, PAD= -P(100* I feslimaled-Eaclual II Eeslimaled) no. of observatims 4.5.4 Slope and the value of the coefficient of determination of predicted versus measured illuminance In caseof regressionalanalysis,the techniqueused in the presentwork to fit models aroundmeasured data,the use of scatterplot of calculatedversusactual data,and the slope of the fitted trend line and the value of the coefficient of determinationare advisedto provide insight into the performanceof models. The slope value is indicative of the validity of the model under test. The degreeof validity increasesas the slope approaches unity. In the case of present study, a slope value lower than I implies that the model tends to underestimate internal illuminance values due to light pipe, and the converse applies for 81 overestimation.However, the slope value cannotbe usedsolely to evaluatethe performanceof a model. A model that producelarge scattercan producea unity slope trend line, although the performanceof the model is actually not well. Therefore,the combineduse of slope and the coefficient of determination(R) shall be applied to determinethe performance.The value of R2rangesfrom 0 to 1, and it indicatesthe percentageof datapoints that the model can describe. 4.5.5 Histogram of errors Besidesscatterplot, anotherwidely usedvalidation method is histogram.Histogram plots of percentagedeviation can be used to comparethe performancesof models.The histogramspresent graphical representationsof the frequencydistribution of the percentageerror. A given model's performanceis examinedin two ways. Firstly, the histogramprovides a check regardingthe proportion of datapoints that fall within specific rangeof percentageerror and secondly,it allows an examination of the rangeof errors. Percentageerror = 100 *IE,, imated- Eactual I/ Eactual (4.22) is the estimatedinternal illuminance due to light pipe, Ea, the measuredinternal where Eestiniated njal illuminance. 82 REFERENCES 1. Lopez, G., Batlles, F. J., Martinez, M., Perez, M. and Tovar, J. (1998) Estimation of hourly beam solar fiom measured global solar irradiance in Spain, Proceedings of the World Renewable Energy Conference, 1998 2. Moon, P., and Spencer, D. E. (1942) Illumination from a non-uniform sky Trans. Illum. Eng. Soc., 37,707-725 3. Muneer, T. (1990) Solar Radiation Model for Europe Building Serv. Eng. Res. Technol., 11(4), 153163 4. Shao, L. (1988) Mirror lightpipes: Daylighting performance in real buildings Lighting Research and Technology, 30 (1), 37 - 44 5. Perez, R., Seals, R. and Michalsky, J. (1992) Modelling skylight angular luminance distribution from routine irradiance measurements, IESNA transmission of the 1992 IESNA annual conference 6. Muneer, T. and Zhang, X. (2002) A new method for correcting shadow band diffuse irradiance data, Journal ofSolar Energy Engineering: ASME, 124 7. Naraghi, M. H. N. (1987) Engineering Notes: American Institution ofAeronautics and Astronautics 83 ......... ...... ot 2 2 Figure 4.1 Sunlight of intensity I and elevation ccdescending a 2-D straight light pipe Figure 4.2 A projected view along the axis of a straight tubular light pipe tube, with light entering at distance x from the axis followed by its incident on the internal surface at projected angle I and travels distance d between reflections 84 Figure 4.3 The uniform overcast sky vault devided into 21 patches Ii Figure 4.4 Emitted radiation from a surface 85 asl2r Figure 4.5 The inverse square law 86 ing point Figure 4.6 The calculation of view factors between a point and a hemisphere surface 87 5. MEASUREMENTS AND DATA PROCESSING To enablethe modelling of the daylighting performanceof light pipes, data on the internal illuminances due to light pipes of various geometricalconfigurationsunder all weatherconditions needto be obtained.The proposedDPF model (Eq. 4.6) expressedthe daylighting performanceof light pipes as a function of light pipe configurationsfactors (F.), externalenvironmentalfactors (F,) and internal distribution geometric factors (Fi). It hasbeenaddressedin 3.5 that to build the proposedmathematical model, vast datashouldbe measuredin laboratoryenvironmentso as to eliminate the effects of other factors rather than F., F, and Fj factors. Other factors rather than F., F, and Fi factors,which can affect the daylighting performanceof light pipes may include the blocked sky view and shadedsunlight causedby surroundingnatural or artificial objects,internal reflection related factors (e.g. the colour of the ceiling and walls), the shadingcaused by interior furniture layout and so on. Once a basic and generaldaylighting performancemodel of light pipes has beengenerated,the effects of abovefactors can be incorporatedinto or addedto the model. Therefore,presentstudy focuseson Fg,F, and Fi factors,aiming to producea fundamentalDPF model of wide applicability. Before the commenceof large scaleand long term measurements,a trial test on single light pipe was undertakento preliminarily identify the key factorsthat affect the performanceof light pipes. This trial test was undertakenin a real building room - the Currie test room. After the key factorsbeing identified, daylighting performancemeasurementswere undertakenin two sites,namely the Craighousetest room and the Merchiston test room. The developmentof light pipe systemhasbeen an on-going process.More monitoring was therefore carried out to determinethe performanceof newly developedlight pipes so as to examinethe applicability and adaptability of the proposedDPF model. The latest developedlight pipes (Monodraught)use a group of new diffusers, which enhancesthe daylight penetrationinto buildings. Effects of different light pipe diffusers on internal illuminance distribution were investigatedand correspondingmeasurementswere carried out in Currie test room. 88 5.1 NAPIER SOLAR STATION Napier University solar station is locatedon the roof the main building at Merchiston campus,Napier University, Edinburgh. Edinburgh experiencesa temperateclimate and the averagesunshineduration is 1351hours.Merchiston campus,Napier University is situatedon a main road, approximately2 km to the south-westof Edinburgh.In a5 km radius aroundthe campus,80% of land comprisesof urban and suburbanhousing and offices whilst the remainderis a mixture of farmland and natural features[1]. Napier University solar station was built as a part of the international daylight measurement (CIE). The de I'Eclairage by Commission International launched (IDMP) that the was programme latitude and longitude of the solar station are 55.95N and 3.20'W respectively.The height of the solar station abovesealevel is I 10m.The local time for Edinburgh is GMT + 0. The following instrumentation was installed at Napier University solar station. Illuminances are taken at one-minuteintervals, and are recordedin a PC station.A taperecorderis installed in to the PC so as to enablethe backup of massivedata sets. Illuminances Global horizontal: PRC Krochmann 910GV Diffuse horizontal: PRC Krochmann 91OS North-vertical: PRC Krochmann 91OGV East-vertical:PRC Krochmann 91OGV South-vertical:PRC Krochmann 91OGV West-vertical: PRC Krochmann 910GV 89 Shadowband specifications Napier University solar station employs a Kipp & Zonen CM 121 shadowring with the German manufacturerKrochmann'sdiffuse illuminance sensor.Adjustment of the shadowring is required for eachmeasuringday and diffuse illuminance correction factor for the obstruction of the shadering has to be applied. The shadowband has a radius of 3 I. Ocrnand a width of 5.5. Figure 5.1 showsthe views of the Napier University solar station.Figure 5.1(a) showsa close-upview of the installation and the relative position of the instrumentation.The sky diffuse illuminance sensor and shadowband are shown in the backgroundand the horizontal global and vertical illuminances sensorsare shown in foreground.Figure 5.1(b) representsa macro view of the stationwith the global horizontal and vertical illuminance sensorsand sky diffuse illuminance sensorand shadowband respectivelyshown on the right- and left-hand side of the frame. 5.2 INTERNAL ILLUMINANCE SENSORS, DATA-LOGGER AND STANDS One Kipp & Zonen pyranometerCM1 1 global irradiancesensorwas used to measurethe global incident energyto the light pipe installed in Currie test room. The Kipp and Zonen CM1 1 global irradiancesensoris classified as a "secondarystandard"sensoraccordingto the classification of the World Meterological Organization.The rangethe CM II is 0- 1400W/m2 with a sensitivity of 4.6 pV/Wnf2. The CM1 I global irradiancesensorhad been calibratedin November 1999by the UK Meteorological Office. Six sensorsof two types were usedto measurethe internal illuminancesdue to light pipes. Three sensorsof SeleniumPhoto-ElectricCells Type-B were suppliedby Megatron Ltd, London. The active areaand the sensitivity of Magetron Type-B photoelectric sensorsare 3.5 cm2and 0.245 [LA/lux. Magetron Type-B photoelectricsensorsare of a dimensionof 42MM diameter and 20mm high with integral cable 2m long. The advantageof seleniumphotovoltaic cells over other cells is that their responseis very close to that of the humaneye; this makesthem particularly suitablefor use in light measuringinstruments.Their efficiency as energyconvertersof the total spectrumis not as high as someother photocells,and so they are not usedas solar cells [2]. The three Magetron Type-B 90 photoelectric sensorsemployedin this study use amplifier that requiresexternal 4.5 Volts AC-DC power-supply. The other three sensors were supplied by Kipp & Zonen [3]; the actual component supplied was a Lux Lite illuminance meter, 54mm diameter x 35mm high with integral cable 3m long. Ile Lux Lite consists of a photodiode, a filter, a diffuser and a housing. A resistance shunts the photodiode; this is done to generate a voltage output. The photodiode, the filter and the diffuser on top determine the spectral specifications. The diffuser ensures a field of view of 180 degrees, and that angular characteristics fulfil the so-called cosine response. The sensitivities of the three Lux Lite sensors are given as 10.32 pV/Iux (±l%), 9.68pV/Iux (±I%) and 10.11pV/Iux (±I%) respectively. The ranges of the sensors are the same, namely 5±lklx. A 20-channeldata-loggerwas installed to record the measurementstransmittedfrom the sensors.The actual componentwas a Squirrel SQ1000Seriesdata-loggersuppliedby Grant Instruments (Cambridge)Ltd, England [4]. Squirrel SQ1000Seriesdata-loggerreliably measureand record inputs from a variety and member of sensors,making them suitablefor a wide range of tasksin many industrial, scientific and researchapplications.SQ1000Squirrel data-loggercan be used as a portable meter, stand-alonedata-loggeror as a PC baseddataacquisition system. To enablethe measurementof internal illuminance achievedby various light pipes with bends,one standon which photoelectricsensorscould be mountedwas used.The use of the adjustablestand ensuredthat photoelectric sensorsmeasuredthe illuminancesreceivedby a plane that was parallel to the crosssection of the light pipe tube (end section).The adjustablestandconsistedof two components, a commonly availablephotographer'stripod and a table. The flexibility offered by the tripod madethe slope and the distanceof the plane where illuminance sensorswere mountedadjustable.The table was manufacturedfrom a piece of high-density polystyrene25mm thick, Im wide and 1.5mlong. Prior to use, the table was painted with a matt black finish to eliminate any light reflection into areaswithin the sensors'range.This standwas used in Craighousetest room. Another standwas madeto measurethe internal daylight distribution due to light pipes. This standwas madesimilar to the one used in 91 Craighousetest room, but in a smaller dimensionto be adaptableto Merchiston test room that is smaller than Craighousetest room. 5.3 DAYLIGHTING PERFORMANCE MONITORING IN REAL BUILDING CURRIE TEST ROOM A trial measurementwas first carried out to determinethe decisive factors that directly affect the performanceof light pipe. The obtaineddatawere to be analysedto reveal the influencesof Fg,F, and Fj factors on light pipe DPFs.A simple DPF model on the performanceof a single straight light pipe can thus be built upon the dataobtainedin the trial measurement.The performanceof this simple model was used as a pre-checkof the sufficiency and validity of the large-scalemeasurementto be undertakenin Craighouseand Merchiston test rooms. Since September1999,a 330-mm diameterlight pipe provided by Monodraughthasbeeninstalled on the roof of a two-storey detachedhousein Currie, I Okmsouth-westof City Centre,Edinburgh. The roof is free of obstructions.The light pipe is allocatedin a child's bedroom on the top floor. The bedroom areais a rectangular-shapedspaceof 3.7 x 2.1 x 2.3 m (length x breadth x height). Figure 5.2 showsthe dimensionsof the room and the measurementschemeundertaken.The room has four walls, all of them coveredwith yellowish-white wallpaper.A small window on wall I (Fig. 5.2 refers) has a westernaspect.The sizesof the window's two panesare 32 x 71 CM2and 26 x 65 cm,; and the height of the window's sight line (sill level) is 126cmfrom the floor. Near a comer of the room, there is a door on wall 2, which is oppositeto wall 1. Two piecesof yellow wooden furniture are locatedalong wall 3. In anothercomer and along wall 4, a bed is placedunder the diffuser of the light pipe. The light pipe on test was installed on a north-facing roof, which has a slope of 29* (Fig. 5.3). The length of the light pipe is 121cm (measuredfrom the top edgeto the bottom rim of the mirror pipe). The horizontal distancesfrom the diffuser centreto wall 1,2,3 and 4 are 225cm, 146cm, 13lcm and 79cm respectively. From l't -7 th of May and from 26 th-31" of May 200 1, monitoring was carried out to record the external global illuminance and internal illuminance data. For this experiment, the window was 92 coveredwith a thick dark cotton towel, and the door was sealedto prevent any light entering from outdoors.One Kipp and Zonen CM II global irradiancesensorwas fixed on the ridge of the roof to measurethe global incident energyof the light pipe under test. Three Megatron indoor illuminance sensorswere employedto record the internal illuminance in different positions of the room. These sensorswere fixed horizontally on threestands,all of height = 0.7m; and there was no obstruction betweenthe light pipe diffuser and thesesensors.During the measurementprogramme,positions of thesesensorswere changedeachday and correspondingdistancesrecorded. External global irradiancedataand internal illuminance datawere recordedby a Grant (Squirrel) datalogger on a minute-by-minutebasisthroughoutthe day. In the two weeksof measurementabout 23490 points of datawere obtained,which provides a sufficient databasefor the trial mathematicalmodelling procedureto be carried out. The measurement carried out included external global irradiance, internal illuminance and distances from survey points to light pipe diffuser, with corresponding date and time recorded. Sky clearness index and solar altitude were calculated using the algorithm provided by Muneer [5]. To ensure the database reliability, data were discarded for solar altitude less than 10', or for k, ý! 1. Out of the 23490 data points, 21147 data were selected to develop and validate the proposed model. 5.4 DAYLIGHTING CRAIGHOUSE PERFORMANCE MONITORING UNDER ALL SKY CONDITIONS - TEST ROOM A purposebuilt test facility was establishedwithin the Craighousecampusof Napier University. Within the opengroundsthe test room was locatedon flat ground with an open southernaspect.The test room was 3.Omlong x 2.4m wide with a height of 2.5m. Inside the test room all four sidesand the roof had hardboardcladding nailed to the frame. All edgesand the door surroundswere coveredwith heavy papertape to seal the inside spacefrom ingressof daylight. Sophisticateddata-logging equipmentinside the room was protected from the effects of weather.Ile room was equippedwith power supply unit to support a PC, data-loggerand multiple indoor illuminance sensors. 93 To enablethe performancecomparisonbetweendifferent light pipes, the test room was designedfor easeof installation of light pipes with various designs.Initially, a total of eight light pipes with varied configurations(straight runs plus thosewith multiple bends)were suppliedby the project co-sponsor. The diametersof theselight pipes were 21Omm,330mm, 450mm and 530mm. All the light pipes use clear polycarbonatedomes,610mm long silverised aluminium.tubesand opal polycarbonateddiffusers. Continuousperformancemonitoring was undertakenover a period from 10thMay to 15thSeptember, 2000. Daylighting performanceof 15 light pipes of various configurationsunder all sky conditions were carried out during thesefour months.Details of all testscompletedare listed in Table 5.1. The light pipe diameter,length, numberof bendsand length of bends,if any, were noted. Illuminance sensorswere arrangedon floor or on standswith their respectivedistancesto the centreof light pipe diffuser recorded.External horizontal global irradiancedatafrom the pyranometer(Kipp & Zonen CM1 1) and internal illuminance data from threephotoelectricsensors(Megatron Type-B) were sampledevery ten secondsand the averagedminute-by-minutedatawere storedby the data-logger. The desiccantof the Kipp & Zonen CM II pyranometerhad beencheckedbefore and during the measurementsand changedwhen necessaryso as to ensurethe accuracyof the externalglobal illuminance measurements.The systemtime of Grant Squirrel data-loggerwas synchronizedaccording to solar time. After the measurements, data obtained were processed and quality controlled. External illuminance, kt and ot, were calculated using the algorithm provided by Muneer [5]. To ensure the database reliability, data were discarded for cc,:ý 10', or for kt ý! 1. A total of 65 270 data points for all light pipes configuration were made available for mathematical modelling. 94 5.5 DAYLIGHTING MERCHISTON PERFORMANCE MONITORING UNDER ALL SKY CONDITIONS - TEST ROOM A new test room was built upon the roof of the main building ("Main building" roof) at Merchiston campusof Napier University. The test room was locatedin the central part of the roof and has a completeopen view to the southernsky, and 95 per centsof the whole sky hemisphere.The test room was 2m wide and 2m long with a height of 2m. Inside the test room all four sidesand the roof had hardboardcladding nailed to the frame. All edgesand the door surroundswere coveredwith heavy paper tapeto sealthe inside spacefrom ingressof daylight. Internal illuminance sensorsand datalogger equipmentinside the room were protectedfrom the effects of externalenvironment.The room was not equippedwith power supply, becauseGrant data-loggerusessix AA1.5V batteriesand three Kipp & Zonon Lux Lite indoor illuminance sensorsdo not require power supply. The test room was designedfor easeof installation of light pipes with various designs,so as to to light four light between different Initially, total the pipes a of pipes. comparison performance enable light Omm, diameters 21 in The diameters installed these the test pipes were of room. were with varied 330mm, 450mm and 530mm.All the light pipes use clear polycarbonatedomes,610mm long silverised aluminium tubesand opal polycarbonateddiffusers. Continuous performance monitoring was undertaken over a period from 28ý' May to 29h August, 200 1. Daylighting performance of 10 light pipes of various configurations under all sky conditions were carried out during these three months. Details of all tests completed are listed in Table 5.2. The light pipe diameter, length, number of bends and length of bends, if any, were noted. Illuminance sensors were arranged on floor or on stands with their respective distances to the centre of light pipe diffuser recorded. The relative position of each testing point where each illuminance sensor seats to the light pipe being measured was also recorded. External horizontal global iffadiance data from the pyranometer (Kipp & Zonen CM 11) and internal illuminance data from three photoelectric sensors (Kipp & Zonon Lux Lite) were sampled every ten seconds and the averaged minute-by-minute data were stored by the Grant Squirrel data-logger. 95 External global horizontal illuminance datawere measuredat Napier University CIE IDMP solar station.Napier University solar station is establishedon the "South workshop" roof at Merchiston campus,Napier University. Both the test room on the "Main building" roof and the solar station on the "South workshop" roof have open view to the sky hemisphere.The horizontal distancebetweenthe two roofs is about 150 m. Napier University CIE IDMP solar station usessolar time as systemtime. The systemtime of the Grant Squirrel data-loggerusedto record internal illuminances due to light pipes within Merchiston Campuswas synchronizedaccordingto the systemtime of Napier University CIE IDMP solar station. After the measurements,dataobtainedwere processedand quality controlled. External illuminance, kt and (x, were calculatedusing the algorithm provided by Muneer [5]. To ensurethe databasereliability, datawere discardedfor cc,:5 10*, or for k, ý: 1. A total of 22 270 datapoints for all light pipes configuration were made availablefor mathematicalmodelling. 5.6 INTERNAL DAYLIGHT DISTRIBUTION BY LIGHT PIPES - CRAIGHOUSE TEST ROOM From 30thOctober2000 to 14'hJanuary2001, an eight-weektest was carried out in Craighousetest room to investigatethe internal daylight distribution due to light pipe with different configuration and type of diffuser. Eight testswere carried out in the measurements.Table 5.3 showsthe compositionof the tests. Before the commenceof the test, all the light pipes (MonodraughtSunpipe)installed in the Craighouse test room had their diffusers coveredwith black heavy plastic sheetand securedwith adhensivetape. The cover was removed from the light pipe to be testedand the test equipmentwas placeddirectly beneaththe light pipe diffusers. The diametersof the light pipes were noted and six sensors(including three Kipp & Zonen Lux Lite sensorsand three Megatron Type-B sensors)were arrangedin an array being equispacedon the same diameter.The six sensorswere fixed upon a table sustainedby a tripod. The table was manufactured from a piece of high-density polystyrene25mm thick and sky-blue in colour. Prior to use, the table was painted with a matt black finish to eliminate any light reflection into areaswithin the sensors'range.it 96 was important to have the planewhere sensorswere fixed perpendicularto the light pipe axis to ensure that all sensorswere at an equaldistancefrom the diffuser, the adjustabletripod was usedto ensurethis condition was achieved. 5.7 DIFFUSER COMPARISON CURRIE TEST ROOM - To study the effect of light pipe diffuser type on light pipe daylighting performance,a 330 min diameterlight pipe provided by Monodraughtwas installed in the Currie test room. The object of these testswas to comparethe performanceof the opal diffuser againstflat designclear diffuser. The opal diffuser takesthe form of a white polycarbonateconvex shapedome,which diffuses the light evenly into the interior space.The flat designclear diffuser is madeof translucentplastic material with crystal effect finish and flat end.The latter type of diffuser is usedto improve the daylight transmissionof light pipes even further, albeit having a strongerdirectional component. For three days from 28"' to 30'hMay 2001, the daylighting performanceof a 330 nun diameterlight pipe with flat diffuser was monitored.The externalglobal irradianceand internal illuminancesat three points at varying distancesto light pipe diffuser centrewere measuredsimultaneouslyon a minute-byminute basis.The three indoor Megatron illuminance sensorswere installed correspondingto the measurementscarried out on the light pipe with the older opal diffuser (seeSection5.3). A total of 4 300 datapoints were thus obtained.Daylight penetrationfactor DPF, defined as the ratio of internal illuminance to external illuminance for flat diffuser were calculatedfor all datapoints. 97 REFERENCES 1. Kinghorn, D. (1999) Solar illuminance modelsbasedon other meteorological data Ph.D. Thesis, Napier University, 64 html, Megatron Ltd, London, UK 2. hn: //www. megatron.co.uk/homepaRe. 3. Kipp & Zonen B. V. (2001) Lux Lite Instruction Manual, Rontgenweg,Netherlands 4. Grant Instruments(Cambridge)Ltd. (2000) Squirrel Data-logger Manual, Cambridgeshire,UK. 5. Muneer, T., Abodahab,N., Weir, G. and Kubie, J. Windowsin buildings thermal, acoustic, visual and solar performance. Oxford: Architectural Press,2000. 98 (a) (b) Figure 5.1 Napier University CIE First-Class solar station 99 - ***44%w f2l% DOOR; %,j -- [ -] SUN-PIPE DIFFUSER; SENSOR; WINDOW; 414 CENTRE OF THE WINDOW Figure 5.2 Schematic of the Currie test room and light pipe system 100 Kipp & Zonen CMI 1 Solarimeter Mirrored light-pipe Transparent collector p Light diffuser Figure 5.3 Light pipe system installation in Currie, Edinburgh (P=29') 101 Table 5.1 Designs of light pipes that were monitored in Craighouse campus, Napier University Design Diameter, mm Type 1 210 straight 2 3 4 5 6 7 8 9 10 11 12 13 14 15 210 straight 210 elbowed 210 elbowed 330 straight 330 straight 330 elbowed 330 elbowed 330 elbowed 330 elbowed 420 straight 420 straight 530 straight 530 straight 530 elbowed Length, nun Bendsnumber 60 N/A 120 60 60 60 121 60 60 60 60 120 60 60 1201 601 N/A 1 2 N/A N/A 1 2 3 4 N/A N/A N/A N/A 1 Table 5.2 Designs of light pipes that were monitored in Merchiston Design Diameter, nun Type 1 210 straight 2 210 straight 3 210 elbowed 4 330 straight 5 330 straight 6 330 elbowed 7 330 elbowed 8 420 straight , 9 420 1straight 10 530 1straight Campus, Napier University Length, mm Bends number 60 N/A 120 60 60 121 60 60 120 60 60 N/A 2 N/A N/A 2 4 N N/A N/A Table 5.3 Internal daylight distribution tests on light pipes installed in Craighous Campus, Napier University Design Diameter, mm Type 1 2 10 straight 2 3 41 5 6 7 8 330 straight 330 straight 420 straight 420 straight 420 straight 530 straight 5301straight Length, cm Diffuser type 60 Clear diffuser 60 Opal diffuser 60 Clear diffuser 60 Opal diffuser 120 Opal diffuser 120 Clear diffuser 60 Opal diffuser 601 Clear diffuser 102 6. MATHEMATICAL MODELLING The researchstrategyfor the mathematicalmodelling of light pipe daylighting performancein terms of DPF (Daylight PenetrationFactor) is straightforwardand canbe divided into three main blocks: (1) Parameterisation, to identity the most decisive factors that affect the daylighting performance of light pipe systems; (2) Framework, to choose a proper mathematical expression for proposed models; (3) Formula fitting; (4) Evaluation of models and modification to the models. Figure 6.1 shows the system structure of the development of the proposed mathematical models and the procedure to validate the models. Above researchstrategytreatsa light pipe systemas a black box and doesnot care the physical model of the system.The main approachto implement such a strategyis to combine an empirical mathematicalexpressionwith a set of coefficients derived from a large, high-quality and versatile highly is it is database. The this that simple, and of strategy practical major advantage experimental efficient. The possiblelimitation of this strategyis that it seemsto be a non-physicalmathematical model. To investigatethe validity of the researchstrategyand to evadepotential involved risks, a stagedtactic was adoptedto examinethe strategy.The main aims of the two stagesare outlined below: (1) Stage 1. According to the proposedstrategy,a simple yet accuratemathematicalmodel for a straight light pipe will be developed.After that, numerical error analysiswill be applied to verify the validity of the straight light pipe model, DPF. The analysisresultsobtainedin this stagewill determine the sufficiency and the necessityof the proposedstrategy,and hencewill decidewhether the research led by this strategyshould go onto the secondstage.Further work to improve the performanceof DPF model and to extent the model to all light pipes can then lead the researchinto its secondstage. 103 (2) Stage11.The secondstageis a logically extendingand deepeningof the researchcarried out in stageI. It will include threemain blocks, they are: Firstly, to build generalmathematicalDPF model basedon the methodologyverified in stageI. Secondly,to target a more accurateperformanceprediction that takesaccountof the causesof system bias identified in stageI. Advanced solar radiation theoriesand techniqueswill be applied in this stage of research.It is intendedthat the completion of this stageof researchwill further improve the overall accuracyand reliability of the proposedmodel. Finally, validation of and modification to the general mathematicalmodel DPF basedon independentdata will be undertaken. 6.1 LIGHT PIPE DESIGN AND DPF MODELLING A precisedesignof light pipe systemis only possiblevia a thoroughunderstandingof the illuminance transmittanceof the system.Light pipes are designedto collect light from both the sky and the sun. Sincethe external environmentalfactors suchas sky clarity, sky-diffuse radiancedistribution and sun's position changedynamically, the light pipe's overall efficiency of illuminance transmissionalso changescontinuously. The determinationof light pipe systemconfiguration aimed at achieving a given internal illuminance under given sky conditions would be the task of light pipe designers.It may be logical to assumethat light pipe system'silluminance performancewould dependon: (a) geometricalfactors suchas its length, diameter,number of bends,angle of bend and the diffuser type, and (b) the abovementioned externalenvironmentalfactors.Thus, a mathematicalmodel that encompassesthe abovefactors would be desirable. The conceptof light pipe Daylight PenetrationFactor (DPF) hasbeen explainedin Chapter4, Section 4.1. DPF, (),, ) is defined as the ratio of a given point's internal illuminance to the total external y., illuminance for a given point with coordinates(x, y, z), E internal (x, y, z) = DPF, (x,, ) XE external I ()A is is internal illuminance P(,, E the the the total at given external where E internal point (x.y,z) y,,), external illuminance and DPF(,,, ) is the light pipe Daylight Penetration Factor for the given point. y,, Light pipes are daylighting devicesthat utilise both sunlight and skylight. It hasbeenreportedthat sun's position has an effect on light pipe's perfortnance[I]. When the sky is clear, the solar altitude ct, influencesthe transmittanceof sunlight within the light pipes. However, when the sky is overcastor part-overcast,the influence of sun's position becomesweakersince sunlight may no longer be the major componentof externalglobal illuminance. Hencein the presentstudy the transmittanceof light pipes was initially consideredto be a function of cc,and the sky clearnessindex k, (defined as the ratio of global to the extra-terrestrialirradiance). According to the research strategy addressed in Section 6, DPF modelling for light pipes were undertakenin two steps.The first step is to develop a DPF, model basedon the performancemodelling of a straight light pipe [4], which is describedby Eq. 6.2, DPF, (,,, ) =J(a, k, D) y,, , , (6.2) where D is the distancefrom light pipe diffuser centreto a given position P(,,,y, ). Eq. 6.2 is only for light for light designs DPF therefore serve as model pipe and cannot a general applicable straight pipes of other configurations.A generalisedperformancemodel that coverslight,pipes of all typical factors. design factors to take as well as environmental ought account of geometrical configurations The secondstep is therefore,to build generalDPF modelsbasedon the performancemeasurementsof light pipe of various designsunder all weatherconditions.This requiresone year's measureddata to build the model and anotherone year's independentlymeasureddatato validate the model. The building and validation of DPF models are reportedin the following sections. 105 6.2 THE DPF OF A STRAIGHT LIGHT PIPE 6.2.1 Parameter analysis It may be shown from first principles [2] that the illuminance receivedat any given point from an elementalareaof a luminous sourceof a finite size is proportional to the product of the luminous intensity of the elementalarea(1), the respectivecosinesof the anglesof emittance(0,) and incidence (0) and the inversesquareof the distance(D) betweenthe elementalareaand the point of incidence (seeEq. 6.3). IlluminanceocID2 Cos 0, Cos Oi (6.3) Theareaof theCurrietestroom(Section5.7)was7.8m2while thelight pipeluminousdiffuserhada diameterof 330mm. Hence,the diffuser cannotbe consideredas a point source.Furthermore, observationshave indicated that the diffuser was of non-uniform luminosity. Thereforeto obtain a preciseestimateof the luminanceenvironmentof the test room under discussion, one has to integrateEq. 6.3 point-by-point within the room, taking accountof the variation of luminous intensity of the diffuser. However, a detailedproceduresuch as this is impracticableand unwarranted for designpurposes,in particular by an industry that is in a stageof infancy. In view of the above discussionand as a first approximationthe relationshipbetweenDPF distance is D the and y,,) presentlyproposedas that given by Eq. 6.4, DPF, (),, ) =A*(I/D) y,, (6.4) where DPF ý (.,.y., ) is the light pipe daylight penetration factor at the point P (,,, due to the particular ), y,, straight light pipe in test, A is a parameter that is dependent on sun's position distance from point P (,,, light diffuser. pipe )to 6.3 is subsumed in Eq. 6.4 by adapting an empirical and sky clarity, Note that the integral calculation D is the suggested via Eq. approach. 106 Figure 6.2 showsthe scatterplot of measuredDPF againstD. Although the generaltrend seemsto be , in order, the percentagedeviation for any given distanceof the daylight penetrationfactor may be very large. Figure 6.2 thereforesuggeststhat other non-geometryfactors may be involved. Presentlythe role of k, and (x, in improving the prediction of DPF hasbeen investigated. To explore the relationship between DPF and cc,,data sets recorded by sensors at a distance of 155cm , for different time frames were selected. A total of 258 data points were employed to plot DPF as a , function of solar altitude. Figure 6.3 shows this scatter plot. It is evident that for any given cc,a large scatter is generated, e.g. the percentage deviation of DPF is 120% when cc,::ý;41.5'. This behaviour further factor. A daylight the that penetration affect weather parameters additionally suggests demonstration of the influence of weather condition's on DPF . is shown by plotting DPF , against sky for A D=155cm. 6.4 kt for 48.5': Figure index 5 <49.5'. strong plot shows such a scatter (x, clearness relationship between the two variables is evident. 6.2.2. Modelling and validation It was demonstrated in the above section that DPF, is influenced by D, c(, and k,. Presently, a model given by Eq. 6.5 is proposed: DPF, = (aoo+ aoI* cc,+ a02* lXs2+ a03* k, + a04* k, 2+ ao5* cc, * 2*k, * a06 (Xs + a07 * (Xs *kt2+ aog *a S2 *kt 2) /D2 (6.5) Equation 6.5 was further simplified and its validity evaluated.The simplified model is: DPF, = (ajo + all * (x, + a12* (x, 2+ a13* k, + a14*k, 2+ a15* ot, * k,) /D2 (6.6) Values for the coefficients used in Eqs. 6.5 and 6.6 are listed in Table 6.1. 107 Equations6.5 and 6.6 presenta genericprocedureto associateDPF to the two widely known parameters,namely cc,and k, that influence daylight receipt. The equationscover the entire range of k,, i. e. from heavy overcastwhen kt ;L-0.2 to clear skieswhen kt > 0.6. Further precision may be obtained by selectingspecific formulations for overcastand clear skies.In this respectrecommendationis made herein for more researchwork. Model validation was undertakenvia estimationof Mean Bias Error (MBE), Root Mean SquareError (RMSE) and PercentageAverage Deviation (PAD): X(Eetimated - Eactuad Mean Bias Error, MBE = no. of observatims Root Mean Square Error, RMSE = Percentage Average Deviation, PAD ý:(Eesiýated - Eactual)2 : bservatio no. of 6 ns E( 100 -- Equation 6.7 is usedto obtain estimatedinternal illuminance E I/ Eactual Eetimated timatedno. of observations E,, for P (,,, ), a given position (x, estimated y,z) y,, where G is the instantaneousexternalglobal irradiance,and KG is the global luminous efficacy (lumen/Watt). KGis computedfrom a formulation provided by Muneer and Kinghorn (Eq. 6.8) [3]: E DPF = (x,y,z) estimated , (,, y, )*G* KG = 136.6 -74.541k, +57.3421k, 2 KG (6.7) (6.8) Based on above procedure using Eq. 6.5 calculated internal illuminance were plotted and regressed against corresponding measured data to determine the model's performance. Results of this comparison 108 are shown in Fig. 6.5. The slope of the fitted trend line is 0.973, and the coefficient of determinationR2 is 0.929. The MBE was found to be -2lux and RMSE 27lux which is 5% of the maximum value of measuredilluminance (512lux) and 20% of mean illuminance (138lux). Percentageaveragedeviation was noted as 21%. Calculatedinternal illuminance data were once again plotted againstmeasured values for 11 different positions within the test room. 'D' for thesepositions range from 154cmto 212cm. Figure 6.6 showsthis plot for D= 194cm.Table 6.2 showsthe slope of the regressedline and other error statisticsfor six values of D. Similar validation procedureswere applied to Eq. 6.6 to examineits performance.In this casethe slope W 0.930. The determination found be fitted line 0.970, the to the trend was and coefficient of was of MBE was -2lux and the RMSE 28lux, which is 5% of the maximum value of measuredilluminance (512lux) and 20% of meanilluminance (138lux). Percentageaveragedeviation was once again found to be 21%. Thus, the simple model representedby Eq. 6.6 has comparableperformanceto the more involved model (Eq. 6.5). Table 6.3 showsthe validation resultsfor 7 positions at which internal illuminance were recorded. 6.2.3 Summary Measurementsof a single straight light pipe installed in a detachedhousein Edinburgh hasbeen undertaken.Experimental analysison the effects of different factors that influence the daylighting performanceof light pipe systemhasbeencarried out, Basedon the comparativeanalysis,the most decisive factors havebeen identified and a "best" form of mathematicalexpressionhasbeen determined.A DPF, model for a particular light pipe hasbeenestablished.Two articles, one on the DPF, model and the other on light pipe performancemonitoring have beenpublishedon thejournal of Lighting Researchand Technology (CIBSE) and on the internationalRenewableEnergy for Housing ConferenceProceeding[4,5]. It has beenconcludedthat the internal illuminance at a given point in a room where light pipes are the only lighting systemcan be estimatedusing Eqs. 6.5 and 6.6. Reasonablygood agreementhas been obtainedbetweenthe predictedinternal illuminance and experimentalmeasurements.The Root Mean SquareError (RMSE) of calculatedinternal illuminance, the Mean Bias Error (MBE) and the 109 percentage average deviation have been found to be 27lux, -2lux and 21% respectively. The slope of the best fitted trend line was noted as 0.97 and the coefficient detennination R2was found to be 0.93. It is henceconfirmed that the proposedresearchmethod is effective and valid. Similar measurements and modelling procedure will be applied to all types of light pipes available to obtain a general mathematicalmodel. 6.3 STRAIGHT LIGHT PIPE DPF MODEL (S-DPF) Sincethe DPF, model hasbeenverified, DPF modelling for all straight light pipes were carried out. It was thought that an appropriatemodel for straight light pipes with differing geometricalconfigurations should take accountof the contribution of light pipe's length and diameteras well as a, and kt. The proposedgeneralisedformulation that includes 12 coefficients (ao- alo and in) is given by Eq. 6.9, S- DPF(.,, = (a, + a, k, + a, a, + a, k, a, + a,,kl2as + a, k, tr ) Y,:) P (a7 +a, A, +ag cot a, +a,, A, co'a)R 2 (HID)' ID s2+a, k12 as 2 (6.9) 2 R is the radius of the light pipe, p the light pipe surfacereflectance,Ap the aspectratio (defined as the ratio of light pipe length to diameter)and H the vertical height of light pipe diffuser abovethe working plane. Values for the coefficients usedin Eq. 6.9 are given in Table 6.4. It may easily be shown that DPF(,,, ) is proportional to the light pipe's sectionalareaand this accounts y,, for the inclusion of the R2term in Eq. 6.9. It may be recalled that the inclusion of (x, and k, and D2 tcnns has alreadybeendiscussedwith referenceto Eq. 6.5. What follows now is a justification of the remainderof the terms included within Eq. 6.9. As a daylight reflecting device, the light pipe's transmissionis affectedby the reflectanceof its interior coating material. Basedon physical reasoningpresentedin Section2.4, it is possibleto show that a light pipe's transmittanceis a function of the number of reflections required for a ray of light to descendthe pipe and its reflectance(Fig. 6.7). The higher the reflectanceof the pipe's interior surface(p), the higher the 110 light pipe's daylight transmittance.Edmondset aL [1] reportedthat for sunlight of any given intensity, the number of reflections required is proportional to A,, and cot(x,,where Ap is aspectratio defined as the ratio of light pipe length to its diameterand cc,the solar altitude. Therefore,a linear function that combinesAp and cotoc,has beenpresently employedto accountfor the number of inter-reflections occurring within the light pipe. This explains the secondfactor in Eq. 6.9, (a7+asAp+ag cot a, +a, OAP cot a, ) namelyp A considerationof the mannerof the spreadof daylight by light pipe diffusers within interior spaces led to the adoption of the last factor in Eq. 6.9, i. e. (H I D)' ID2, where 1:ý rn: ý2. For a given point in space,to obtain its illuminance resulting from a point or finite light source,the inversesquarelaw and the cosine law must hold. However, if a light pipe diffuser is to be consideredas a point light source, the cosinelaw shouldbe applied only once andhencem=1; while on the other hand if the diffuser could be treatedas a finite light source,then the cosinelaw must be applied twice, once for the emanationof light and the other for its incidence(or projection) on the horizontal plane. This requires in to be equalto 2. Thus a compromisewas achievedby using a variable in. The "JID term embodiesthe application of the inversesquarelaw. Using the Craighousedataset, Eq. 6.9 was fitted. Good agreementbetweenthe measureddataand calculatedvalues was obtainedand in this respectFig. 6.8 showsthe scatterplot of the predicted internal illuminance againstmeasureddata.The trend line was found to have a slope of 0.98 and the coefficient of determinationwas noted to be 0.95. Model validation was also undertakenby estimationof the Mean Bias Error (MBE), the Root Mean SquareError (RMSE) and the PercentageAverageDeviation (PAD). The MBE was found to be -I lux. The RMSE was 27lux which was 2% of the maximum illuminance (I 187lux) and 15% of the mean illuminance (177lux). The PAD was found to be 12%.Resultsare summarizedin Table 6.5. To facilitate the use of the S-DPF model, Eq. 6.9 was further simplified and its validation was undertaken by estimation of MBE, RMSE and PAD. The simplified S-DPF model is, III S- DPF(ý,,, = (a, + a,k, + a, tr.,),o ) ) (a3 +a, Ap +as Cot a, +a64p Cot a, ) R'(HID)'ID' Values for the coefficients used in Eq. 6.10 are listed in Table 6.4. Calculatedinternal illuminance basedon the procedureusing Eq. 6.10 were plotted and regressedagainstcorrespondingmeasureddata. The slope of the best-fit trend line is 0.98, and the coefficient of determinationR2is 0.95. The MBE, RMSE and PAD for the simplified S-DPF model were found to be -31ux, 29lux and 13%respectively (Table 6.5). 6.4 ELBOWED LIGHT PIPE DPF MODEL (E-DPF) To predict the DPF(,,, ) of elbowed light pipe systems (30-degree bends), the energy loss due to each y,, bend has to be considered. The length of each bend (Lb) and the number of bends (N) have been accounted for by the use of an equivalent-length factor (fl,,,) and the energy-loss factor (/i,,,j within Eq. 6.11. Lb andfl,,, are subsumed within a modified expression for Ap,. The factor used in Eq. 6.11 accounts for the overall transmittance efficiency of the N bend(s), E- DPF(.,, =(a, +a, k, + a2er.,+ a3klas+a4kl2as+a, k,a. 2 + a, k,2a.,2) Y, z) (a7 +agA, +ag cot a, +a, ýA, ,D co'a)R 2(l -fl,,, )"(HID)'ID 2 (L fl,, / Ap, Lb) 2R andL is thelengthof straightlightpipe,fl,, theequivalent-length + where = factor, Lb the sum of the linear lengthsof all bendsand R the radius of light pipe.fl,,,, is the energy-loss factor for each30-degreebend, most commonly usedin a light pipe system.Values for the coefficients used in Eq. 6.11 are listed in Table 6.4. Using an optimisation procedure,regressedcoefficients in Eq. 6.11 were determined.The "best" value forfl, wasfoundto be 0.65andthevalueforf,.. wasfoundto be 0.2,whichis in goodagreement with Cater'sstudy [6]. The performance of the E-DPF model was then evaluated using MBE, RMSE and PAD. The MBE was found to be -2lux. The RMSE was 23lux which was 2% of the maximum ilIuminance (931lux) and 112 22% of the meanilluminance (1031ux).The PAD of the estimatedinternal illuminance was found to be 25%. A scatter plot of the calculated against measured internal illuminance is shown in Fig. 6.9. The slope of the trend line was found to be 0.97 and the coefficient of determinationwas noted as 0.97. Eq. 6.11 was further simplified and the simplified E-DPF is given below, E -DPF (.,, Y,z)=(a, +a, k, +a2 (a3+a4.4. +as Cot a, "Oý cota)R 2 (1 )N (HID)' s)P ID 2 (6.12) Values of the coefficients used in Eq. 6.12 are shown in Table 6.4. The MBE, RMSE and PAD for the simplified E-DPF model are-31ux, 25lux and 24% respectively.The calculatedinternal illuminance due to Eq. 6.12 were regressedagainstmeasureddata.The slope of the best-fit trend line was found to be 0.97 and the coefficient of determinationwas noted as 0.97. Resultsare shown in Table 6.5. 6.5 LIGHT PIPE VIEW FACTOR DPF MODEL (V-DPF) The presentlyproposedS-DPF and E-DPF modelsdescribethe internal illuminance distribution of light pipes using the factor (H / D)' /D2. The "best-fit" value for parameterm was obtainedas 1.3.To validate the sufficiency of the expression(H / D)' /D2 in describingthe light pipe internal illuminance distribution characteristics,anotherapproach,namely the "radiative view factors" methodhasbeen applied to enablea performancecomparisonbetweenthe two different approaches. The view factor betweenany two surfacesis defined as that fraction of the radiative energyleaving an emitting surfacethat is interceptedby the receiving surface.A V-DPF model is defined herein as a DPF model that usesview factor method to describeinternal illuminance distribution within room. The proposedview factor model V-DPF of a straight light pipe is shown in Eq. 6.13, where F, (,,y,,) is the view factor betweenthe ceiling mounted light diffuser and the given point P(,,, y,,) . V-DPF(,.,,, +ak, +aa, =(ao ) (a, +os.4, +ag cot a, +atoA, 2 cot"')R JO 'a, 2 la, 2) k, +ak, a., + ak, +ak, a, +a, (6.13) 113 The method for calculating the view factors from differential areasto sphericalsegmentsis given by Naraghi [7]. The entire formulation has been provided in Section 4.4.3. However, only case numbers III and V are of interest within the present context. Using the Craighousetest room databasefor all straight light pipes, the view factor F, (.,,,,) for eachdata point has beencalculatedand the value of the coefficients in Eq. 6.13 have beenre-fitted. Fig. 6.10 showsthe scatterplot of the estimatedinternal illuminancesdue to the V-DPF model againstthe measureddata.The RMSE and MBE for the V-DPF model were found to be 52lux and -9lux, correspondingto 27lux and -1lux for the V-DPF model (Eq. 6.13). The slope of the trend line for a plot of calculatedversusmeasureddatawas found to be 0.94 and the coefficient of determinationwas 0.86. The correspondingfigures for the V-DPF model (Eq. 6.9) were 0.98 and 0.95. Resultsare shown in Table 6.5. 6.6. PARAMETRIC ANALYSIS In the modelling process, a number of environmental and geometrical factors that influence the daylight transmissionof light pipes have beenidentified. In this sectiona parametricanalysisof those factors is presented. 6.6.1 Effect of (x, and kt It was shown abovethat cc,affects the DPF by altering the number of inter-reflectionswithin light pipes. When (x, increases,the number of inter-reflectionsdecreaseswhich results in a higher transmittance.However, when kt changes,the extent to which a, affects DPF also changes.Figure 6.11 showsthe variation of S-DPF and E-DPF againsta, for varying weatherconditions. It was noted that DPF showsan increasinglystrongertrend with cc,for clear sky conditions. 114 6.6.2 Effect of R and L For any given (x, and k,, the squareof the radius of a light pipe, R2affects the light pipe's external illuminance admittance.Furthermore,the aspectratio of light pipe A. (=L/2R) and cc,influence the light pipe's transmittance. Figure 6.12 presents this functional variation. 6.6.3 Effect of distance D and diffuser height H The DPF model showsthat light pipe's performancestrongly dependson D, namely the distance distance between H, betweenlight pipe diffuser centreto the given point P(,,, the the vertical and y,,) diffuser centreto the working plane. In Eqs. 6.9,6.10,6.11 and 6.12, the best-fit value for the like light in be indicates found 1.3. This that to a work more pipes real applications, m was coefficient light by internal illuminance finite The light than a pipe achieved a area. a source of point sourcerather systemwith an opal diffuser is proportional to (H/D)113and inverselyproportional to D2. 6.6.4 Effect of light pipe bends In Eqs. 6.11 and 6.12, the best fitted value forf,.. was found to be 0.20, which meansthat each30degreebend looses20% of energyduring daylight transmission.For a light pipe with N bends,the total wherefjý,s= 0.2. The use of bends energytransmittanceof light pipe bendsis therefore(I_fICSS)N, increasesthe value of the aspectratio and thus it reducesthe daylight transmittance.Figure 6.13 shows the comparisonof DPF for a 600mm-long,520nim-diameterstraight light pipe with an increasing number of bends. 6.6.5 Effect of internal reflection The internal surfaces(ceiling, roof and floor) of the Craighousetest room were painted white which has a high reflectance,the assessmentof the contribution of internal reflected illuminance is therefore of the contribution of internal reflection on DPF. In the absenceof necessaryto enablean assessment any other information regardingthe inter-reflection of diffuse as well as beam illuminance within rooms and also bearing in mind the fact that light pipes are primarily providers of diffuse illuminance, 115 the internal reflection characteristicsof light pipes were treatedas being of similar order as windows. Therefore, for the Craighousetest room, the contribution of internal-reflectedilluminance to the total illuminance that is receivedat survey points can be qualitatively assessedby comparing it to that of a window operatingunder similar conditions. The surfacereflectanceof the test room hasbeenmatchedusing the CIBSE Lighting Guide [8] and was found to be 0.74. By abbreviatedanalysis,the contribution of internal reflection to the light pipe DPF of largestdiameter(0.53m) light pipe was obtainedas only 5% of the total DPF using the chart given by Muneer [9]. Presentlyundertakenanalysisshowsthat the maximum contribution of internal reflection to the total internal illuminance measuredon eachsurvey point in Craighousetest room will not exceedthe level of 5%. In summary,for the presentDPF model, the effect of internal reflection is of a low order. 6.6.6 Effect of diffuser type During 2001-2002two new types of light pipe diffuser have beenintroducedinto the market, namely of the new opal diffuser was not carried new opal diffuser and clear diffuser. Performanceassessment out due to its short life span.Figure 6.14 presentsthe daylighting performanceof two light pipe diffuser designs:old opal and clear diffusers. The DPFs that were achievedby the light pipe with a flat clear diffuser were higher than thoseachievedby an old opal diffuser. The performancegain ratio rangesfrom 2 (8am, 3V May 2001) to 4 (2pm, 29h May 2001), and the averagevalue hasbeen found to be 2.9. This factor is herein called the Diffuser Factor (fD). By applying the averagefD factor to the internal illuminancesvaluesgiven by Eqs. 6.9,6.10,6.11 and 6.12, the internal illuminancesthat can be achievedby a flat diffuser fitted light pipe can be determined. Due to the irregular knurling finishing of the clear diffuser, it producesapparentlydifferent internal daylight distributing property from that of an old opal diffuser. Figures 6.15 and 6.16 show the difference betweenthe two types of diffusers in terms of their reflectivity and transparencyproperties. The pictures presentedin Figs. 6.15 and 6.16 were taken in Edinburgh, Currie at about 3pm on 280' April 2002. Figure 6.15(a) showsthat bright sunlight penetratesthe clear diffuser creating a glare effect, while the sunlight goesthrough old opal diffuser appearsto be much weaker and dimmer. 116 Another obvious phenomenonis that opal diffuser producesmuch more uniform diffused light than clear diffuser. The latter one producesmulti-directional and irregularly distributed light. Figure 6.16 showsthe reflected light from of a point sourcedue to the two types of diffuser. Due to the improved transparencyproperty of the new clear diffuser, the transmissionof daylight by light pipe hasbeen improved. As shown in Fig. 6.14, the total amountof light delivered by light pipe with new clear difftiser is much more than that deliveredby old opal diffuser light pipe. However, at the sametime, it was found that the uniformity of the internal light due to former kind of diffuser seemedto be poorer than the latter one.This becomesobvious when the light pipes are applied in areas where sunshineis abundantlyavailable.Figure 6.17 showsthat certain kind of light ring patternwas observedwhen light pipes with new clear diffusers were installed in Bahrain. Picturesin Fig. 6.17 show that in noontime in Bahrain, clear diffuser light pipe seemto delivery pools of light insteadof uniformly distributed internal light. This "pools of light" pattern is so strong that it causescertain discomfortssuch as glare and undesiredlight ring on the ground. The problem was eventuallyresolved by replacing the new clear diffusers with old opal diffusers. Occupantsare satisfiedwith both the amount of daylight that old opal diffuser light pipe delivers and the way the pipe distributed the internal daylight. The Dubai project henceshowsthat, for siteswhere sunlight are abundant,the application of light pipe with old opal diffuser can not only bring sufficient daylight into buildings but also ensurethe uniformity of the internal daylight distribution, which is very desirable.However, for siteswhere the weatheris dominantly part-overcastor medium overcastsky, the influence of light pipe diffusers to the performanceof light pipe is more complicated.Measurementscarried out in Mercbiston test room revealedthat the position and size of the ring of light due to light pipe varies during the day. By simply physical analysis,it was found that the presentationof the ring pattern of light due to clear diffuser light pipe is dependenton sky condition, externalsunlight intensity, the geometrical factors of light pipe tubes,the optical property of light pipe diffusers and the sun's position. Although by applying the Diffuser Factor (fD) of value of 2.9 to DPF models for old opal diffuser light pipes, an averaged evaluation of the performanceof clear diffuser light pipes can be obtained,consideringthe complex 117 decisive factors that affect the performance,the evaluationcan only be regardedas a rough estimation. Further work needto be carried out to attack the problem. 6.7 A COMPARISON BETWEEN WINDOWS DF AND LIGHT PIPE DPF In designstudiesit hasbecomecustomaryto specify interior daylighting in terms of Daylight Factor. The Daylight Factor (DF) is the ratio of the internal illuminance to the external diffuse illuminance, available simultaneously. The Daylight Factor is divided into three components,the direct skylight (sky component),SC, the externally reflected component,ERC, and the internally reflected component, IRC. It must be bome in mind that by far the SC is the dominant componentof DF. In presentanalysis only the SC is consideredas the contributing factor for the make-up of DF. The CIBSE Lighting Code suggeststhat when the averageDF exceeds5 per cent in a building, which is usedmainly during the day, electricity consumptionfor lighting shouldbe too small to justify elaboratecontrol systemson economicgrounds,provided that switchesare sensiblylocated.When the averageDF is between2 and 5 per cent, the electric lighting shouldbe plannedto take full advantageof availabledaylight. Localised or local lighting may be particularly advantageous,using daylight to provide the generallighting. When the averageDF is below 2 per cent, supplementaryelectric lighting will be neededalmostpermanently. DPF is the ratio of the internal illuminance to the corresponding total external illuminance. Hence when comparing the performance of windows and light pipes the above fundamental difference ought to be home in mind, i. e. in the main, the former exploits only the sky-diffuse, whereas the latter exploits total (sky-diffuse + solar beam) illuminance. In this analysis an attempt is made to relate the window DF to its counterpart, i. e. an equivalent DF for light pipes with the view to compare the performance of the two possible sources of daylight. For UK sites,Muneer and Saluja [12] and Muneer [13] havepresentedthe relationship betweenthe abovetwo quantities(sky-diffuse and solar beam).'Mis type of relationship is developedusing observedhourly diffuse ratio (sky-diffuse to total (global) horizontal illuminance) data.A validated regressionbetweenthe aboveratio and sky clarity hasbeengiven in the above-citedreferences.It is 118 obvious that as the sky clarity reduceswith increasingcloud cover, the difftise ratio would tend to become 1. Under such conditions a light pipe with an areaequal to that of a vertical window would receiveat least double amountof illuminance due to its exposureto the whole sky hemisphere.As the sky clarity increases,the light pipe would gain in performanceon two counts- whole sky exposureplus receipt of beam illuminance. Note that with increasingsky clarity the difftise ratio decreasesand hence vertical windows would only receivea fraction of a light pipe illuminance. Table 6.6 showsthe ratio of the internal illuminance achievedby a light pipe with a DPF of 1% to that achievedby a window with a DF value of the same. Due to their very nature light pipes have exposureto the whole sky hemisphere(27Esteradiansolid angle) and thus have an advantageover their vertical counterparts,i. e. windows within vertical facades. The latter can, at best, have exposureto Tcsteradiansolid angle.Furthermore,windows are most often not in receipt of sunlight, whereasthe light pipe can exploit both componentsof daylight - sunlight and skylight. Table 6.6 is basedon the assumptionthat the window and the light pipe have equalareas.In practice,however, a light pipe will have much smaller areathan a window. 6.8 COST AND VALUE ANALYSIS OF TUBULAR LIGHT PIPES Prior to the analysisof cost and value analysisof light pipes, it is essentialto give definitions of 'cost' and 'value' in this context. Cost is the price paid for a thing, object, service or utility. Value is the worth, desirability of a thing, object, serviceor utility or the qualities on which thesedepend.In most casesvalue can at best be estimatedin an approximatemanner.On the other hand, cost is a much more accuratemeasure.In this sectiona discussionon the cost and value of daylight deliveredby light pipes is presented.The material on both cost and value ought to be taken as an indicative assessmentowing to the infancy of this technology.Using light pipes in buildings as daylighting devicescan bring multifold benefit. The application of light pipes producesgood value in terms of energyconservation, environmentprotection, maintaining health (physical and psychological) and improving productivity and work performance. 119 6.8.1 Energy conservation Improvementsin daylight penetrationto the indoor environment,wherebetter design can significantly lessenenergyconsumptionon artificial lighting systems,and where lighting control strategiescan improve building performance[14]. Negative impactsby environmentalchangedue to global warming. Official report to be publishedby the UK Government'sEnergy Saving Trust sayssomefive million people living in 1.8 million homes- one in every 13 in the UK - risk being inundatedby rising seasand increasedrainfall in the starkestofficial assessment yet of the human cost of climate changein Britain [15]. 0 An economiccost comparisonis to be carried out for light pipes and electrical lighting for an office environment.The following dataare available: Condition: Office area= 15m2 Location: London Design illuminance for electrical lights = 425lux [16] Design illuminance for natural lighting = 33Olux [ 16] Capital cost of electric lights and devices= E35/m2[17] Cost of replacementelectric: Fluorescentlamps (30Wx5) = E89 [18] Life expectancyof Fluorescentlamps = 7500 hours [ 18] Number of fluorescentlamps=5 Utilisation factor for lamps = 0.8 Design electrical lighting load = 15W/m2 [16] Price of electricity including VAT = 7.22p/kwh [19] Environmental impacts C02 emissions= 1030g/kwb-electricity S02 emissions= 5.32g/kwh-electricity N02 emissions= 3.5 1g/kwh-electricity 120 Additional Envirom-nentallevy on electricity use = 15% Light pipes Minimum external illuminance required to provide an internal illuminance of 330lux via use of light pipe 39klux [4]; Daylight ability lOx365x8xO.3 = 8760 hrs [3]; Required light pipe dimensions(2-off): 1.2m long with 0.45m diameter [20] Solution (based on a ten-year cycle): Case I- Only electrical lighting: Annual capital cost of electrical light fitting = L52.5 Annual running cost of electricity = E109.0 Annual C02 Penalty = E8.3 (see UK Emissions Trading Scheme, Section 6.8.3) Total ;zýE170/year Case11- Electrical lighting with light pipe: Annual capital cost of light pipe fitting = L88.4 Annual running cost of electricity = E86.0 Total :zf 174/year Conclusions: Cost comparison:The costsfor CaseI (only electrical lighting) and CaseII (electrical lighting with light pipe) are at the samelevel with a minute difference of E4/year; Emissionssavedin 10 yearsdue to the use of light pipes (CaseII) are significant: C02 emission = 1555kg S02 =8 kg emission N02 emission =5 kg Emission saved per hour due to the use of light pipes (Case 11): 121 C02 emission = 177 g S02 emission = 0.9 g N02 emission = 0.6 g 6.8.2 Health Researchhas shown that daylight has an important bearing on the humanbrain chemistry.Light enteringvia eyesstimulatesthe nerve centreswithin brain that controls daily rhythms and moods. " People prefer environments with daylight conditions [2 1], and may recover from operations and illness more quickly in environments which are dayIit, and which afford an exterior view [22]. " Buildings with low daylight factor create environments with homogenous lighting, having little contrast and holding limited interest for the occupant, whereas buildings with high daylight factor transmit more quality daylight, creating conditions likened to those found externally, maintaining optimal mood conditions for longer [23]. " Typically people who are exposed total daylight levels of greater than 2000 lux for only 90 minutes eachday [24] show positive mood symptoms.Light exposureis important to the inner time keeping of humans.Through evolution, man has adaptedto rhythms such as body temperatureto provide him with explicit knowledgeof externaltime [25]. The loss of this connectioncan contribute to fatigue, insomnia, and SeasonalAffected Disorder (SAD). " It was concludedthat light is an important factor in the wellbeing of building occupantsand lack of it can have a deleteriouseffect on them [26]. " It hasbeenreportedthat studentswithin classrooms do benefit from higher dosagesof daylight in terms of increasedperformanceand better generalhealth [27]. " Researchwas carried out to reveal the relationshipbetweenSAD and light levels. Seasonal Affective Disorder (SAD) is a disturbanceof mood and behaviour that resemblessome seasonalchangesseenin lower mammals.SAD is thought to be related to decreasedsunlight during winter months.SAD affectedpatientshave been successfullytreatedwith exposureto bright artificial light of higher intensity than is usually found in the home or in the work place. 122 An open trial of bright environmentallight reversedmany of thesesymptomsand improved mood and social functioning in the winter months [28]. 6.8.3 Work performance " and productivity The averagepersonreceiving more than 1000lux from natural daylight for lessthan one hour per day, is not receiving sufficient levels to maintain optimal mood. A typical office worker could spend50% or more of their time in environmentsof 0.1 - 100 lux [29). " It is recognisedthat a holistic approachto lighting designis required to provide environments which are pleasingto the eye, comfortablefor the occupant,and which do not limit work productivity [22]. " Daylight, a full-spectrum light source,most closely matchesthe visual responsethat, through evolution, humanshave cometo comparewith all other light. Daylight provides continually human brightness to the the allowing eye to workplace, and contrasts values, changing constantlyadjust.This adjustmentreduceseye fatigue. The human eye is capableof adjusting to high levels of luminancewithout producing discomfort [25]. Researchby Alberta Departmentof Educationconcludedthat: exposureto full-spectrum light resultedin better attendance- 3.5 fewer days-absenta year. Studentsin ftill-spectrum rooms had better dental records- nine times lesstooth decay;studentsin full-spectrum classrooms grew more - more than 20-mm in two years;daylit libraries had significantly lessnoise; a result of studentsincreasesconcentrationlevels; full-spectrum lighting inducedmore positive moods in studentsand causedthem to perform better scholastically[30]. Researchresultsby Rudolph and Kleiner arguedthat most office environmentsare detrimental to productivity becausethey ignore the requirementsof thosewho work in them. Office layout can be improved by consideringchangesto office furniture, lighting and noise control [3 1]. Researchcarried out by HeschongMahone group concludedthat: 1) Overall, elementary studentsin classroomswith the most daylight showeda 21% improvementin learning rates comparedto studentsin classroomswith the leastdaylight. 2) A teachersurvey and teacher bias analysisfound no assignmentbias that might have skewedthe original results.3) A grade level analysisfound that the daylighting effect doesnot vary by grade.4) An absenteeism 123 analysisfound that physical classroomcharacteristics(daylighting, operablewindows, air conditioning, portable classrooms)do not have an effect on studentabsenteeism.These findings may have important implications for the designof schoolsand other buildings [32]. 0 HeschongMahone group [33] revealeda clear relationshipbetweenskylighting and increasing sale.A number of mechanismsthat can explain the effect of daylighting on salehave beenput forward as following: a) high customerloyalty to a daylit store,b) more relaxed customersin a daylit store,c) better visibility, d) more attractiveproductsand e) better employeemorale.A study on the effect of daylighting to students'performancein school was also carried out the by the samegroup. It was concludedthat a uniformly positive and statistically significant correlation existsbetweenthe presenceof daylighting and better studenttest scores.Possible explanationsfor this phenomenonwere given as: i) improved visibility due to higher illumination levels; ii) improved visibility due to improved light quality, iii) Improved health, iv) improved mood, v) higher arousallevel and vi) improved behaviour. In this sectionthe value of daylight hasbeencategorised.An examplewas also presentedto compare the costsassociatedwith tubular daylighting and electrical lighting devices.It would be desirableto translatethe itemisedvalue of daylight into costsso that a 'complete' picture may emerge.Towards this end the environmentalimpact of using electric light havebeenexpressedin monetarycost via the Climate ChangeLevy [34] announcedby one Europeangovernment,and EmissionsTrading Scheme by UK government[35]. However, not all of the associatedvalue of daylight can easily be converted into cost data.For example,only rough cost estimatesmay be provided for the health and productivity benefits obtainedthrough daylight exploitation. Hence,no attempthaspresentlybeenmadewithin the presentdocumentto 'go all the way'. The authorsfeel that such value-to-costconversionsare best left for the judgement of the reader.The analysispresentedare however conduciveto the researchon the value and cost engineeringstudy on all natural daylighting techniques. 6.9 SUMMARY Mathematical modelling activities aiming at predicting the dayligbting performance achievable by light pipes with various configurations under all weather conditions have been undertaken. Two DPF models, one for straight light pipes and the other for elbowed light pipes were built. The models enable 124 estimationof daylight provision of the light pipes with a high degreeof accuracy,i. e. R2values of 0.95 and 0.97 for regressionbetweenpredicted and measuredilluminance were respectivelyobtainedfor the abovemodels.The maximum Mean Bias Error (MBE) and Root Mean SquareError (RMSE) were 2lux and 27lux. 125___ REFERENCES 1. Edmonds,I. R., Moore, G. I., Smith, G. B. and Swift, P. D. (1995) Daylighting enhancementwith light-pipes coupledto laser-cutlight-deflecting panels.Lighting Researchand Technology,27(l), 2735 2. Siegel,R. and Howell, J. R. (1981) Thermalradiation heat transfer, McGraw Hill, New York 3. Muneer, T., Abodahab,N., Weir, G. and Kubie, J. (2000) Windowsin buildings thermal, acoustic, visual and solar performance,Architectural Press,Oxford 4. Zhang, X. and Muneer, T. (2000) A MathematicalModel for the Performanceof Light-pipes, Light Researchand Technology,32(3) 5. Zhang, X. and Muneer, T. (2000) Light pipes for Daylight PenetrationIndoors, Proceedingsof RenewableEnergyfor Housing Conference,The International Solar Energy Society, ISBN: 1-87364032-3 6. Carter, D. J. (2001) The Measuredand PredictedPerformanceof PassiveSolar Light Pipe Systems. Lighting Researchand Technology,34(l), 39-52 7. Naraghi, M. H. N. (1987) EngineeringNotes: American Institution ofAeronautics andAstronautics 8. The Society of Light and Lighting (2001) CIBSELighting Guide 11: SurfaceReflectanceand Colour, The Society of Light and Lighting, London 9. Muneer, T. (1997) Solar radiation & daylight modelsfor the energyefficient designof buildings, Architectural Press,Oxford 10. Loncour, X, Schouwenaars,S., L'heureux, D., Coenen,S., Voordecker,P. H. and Wouters,P. (2000) Performanceof the Monodraught systemswindcatcherand sunpipe:A casestudy, Belgian Building ResearchInstitute 11. Muneer, T. (2002) Brief report on the performanceof Napier's Daylight PenetrationFactor (DPF) and its comparisonagainstother publishedwork, internal report, Napier University 12. Muneer, T. and Saluja, G. S. (1986) Correlation betweenhourly diffuse and global irradiancefor the UK, Building Serv.Eng. Res.Techol.7(l), 37-43 13. Muneer, T. (1987) Hourly diffuse and global solar irradiation, further correlation Building Serv. Eng. Res. Technol.8(4), 85-90 14. Zeguers,J. D. M. and Jacobs,M. J. M. (1997) Energy saving and the perception of visual comfort, ProceedingsofLux Europa 126 15. The Independent(2002), The Independent15 September2002 No.658, UK 16. CIBSE (2001) Building ServiceJournal, December2001,22 17. Glenigan(1998) Griffiths Electrical Installations Price Book, GleniganCost Information Service, Bournemouth,UK 18. Goodoffices(2002) www. jzoodoffices.com 19. ScottishPower (2002) www. scottishpower.co.uk 20. Zhang, X. and Muneer, T. (2002) A Design guide for performanceassessment of solar Light-pipes Lighting Researchand Technology,34 (2), 149-169 2 1. Wyon, D. P. and Nilsson, 1.(1980) Human experienceof windowlessenvironmentsin factories, offices, shopsand collegesin Sweden,Building ResourcesWorldwide, Proceedingsof the 18'hCIB conference,234-239 22. Loe, D. and Davidson,P. (1996) A holistic approachto lighting design,Energy Management, Sep/Oct 16-18 23. Cawthome,D. (1991) Buildings, lighting and the biological clock, The Martin Centrefor Architectural and Urban Studies,University of Cambridge 24. Savides,T. J., Messin, C., Senger,C. (1986) Natural light exposureof young adults,Physical Behavior, 38,571-574 25. AIA, Franta,G., Anstead,K. (1993) Daylighting Offers GreatOpportunities,Daylight American Institute of Architects, Building Connections,Energy and ResourceEfficiencies, Washington,DC, U.S.A 26. Steemers,K. (1993) The role of lighting in the environmentalperformanceof buildings Facilities, 11(5) 27. Plympton, P., Conway, S., Epstein,K. (2000) Daylighting in schools:Improving student performanceand Health at a price schoolscan afford, National RenewableEnergy Laboratory, U. S.A, report presentedin American Solar Energy Society ConferenceMadison, Wisconsin, 2000 28. Truesun (1987) http://www. truesun.com/main/articles.htm, SeasonalAffective Disorder: A Review of the Syndromeand it's Public Health Implications, American Journal ofPublic Health, 77(l), 57-60 29. Espiritu, R. C. (1994) Low illumination experiencedby SanDeigo adults: associationwith atypical depressivesymptoms,Biological Psychiatry, 35,403-407 127 30. ADE - Alberta Departmentof Education(1992) Study into the effects of Light on Children of ElementarySchool Age: A Caseof Daylight Robbery,Alberta Departmentof Education,Source: ht!p://www. huvco.com/studies.htm 3 1. Rudolph, P. A. and Kleiner, B. H. (1990) Building an Effective Office Space,Work Study,39(3) 32. HeschongMahone Group (1999a)Daylighting in school: An investigation into the relationship betweendaylighting and humanperformance(condensedreport) 33. HeschongMahone Group (I 999b) Skylighting and retail sales:An investigation into the (condensed between daylighting human report) and performance relationship 34. EEBPP(Energy Efficiency Best PracticeProgramme)2002, hl! p://www. enerpy-efficiency.gov.uk/ 35. ProfessionalEngineering, 27 November 2002, UK, pp32 128 CIN .m W 4ý "o t4 ý4 2 -0 cu = "a E (D 9.1 .= q c 0 10 En C/) cd 0 C'n U cn 3M U ,0EZ 5 (D r. cu U ci *E m "C 0 -2 r. E 12 -0 ( ý) eu cn =t. En Z ;6 > Ld ý - E5 - v 2 0. ýý .0 -0 "Ci , r. n4 ýc5 = U2 (1) CD rn rn w ui cri CZ.(1 rA ce CIS r. M ce Cli cu ;3 m (M E 22 ce V) cn cl Cd CL4 Z cn :=I "zi u (n Z rn =cu. cu - E: Cd b = "Ci -ýg 0.) -0 - CD JZm 0 -g0 cu 0 -ýý :i ze Ln =E . ;ýi (L) cz m CD- 2 lý 5 ljz " ZS ý a) c2. . - C,2 ý- Ln-r, -= ý 0.6 0.5 0.3 LM 0.2 . >M, 0.1 0 0 50 Figure 6.2 Variation 100 150 Distance D, cm 250 200 of daylight penetration factor as a function of distance, D 0.6 0.5 $ 0.4 I $ + $ * I$ I 4 * I * I2 * . 0.2 1 1 * 1 En . 0.1 0 40 41 I I II 42 43 44 II 45 46 I 47 48 49 Solar altitude, Degree Figure 6.3 Daylight penetration factor variation as a function of solar altitude (D=155cm) 131 0.60 'Ile 0 0.50 *+*u0++ gv it 4a 0 0.40 0 ++ 0.30 0.20 0.10 0.0040.00 0.05 0.10 0.16 0.20 0.25 0.30 0.36 Lj. -tw I Sky clearness index, kt Figure 6.4 Daylight penetration factor as a function of sky clearness index, k, (D = 155cm; solar altitude = 49±0.5, light pipe sees only Northern part of sky vault) 600 600 cu 400 300 200 100 0 0 100 200 300 400 500 600 Measured internal illuminance, lux Figure 6.5 Plot of calculated internal illuminance against measured internal illuminance for all distances 132 500 400 300 L0 200 . 100 0 0 100 200 300 400 500 Measured internal illuminance, lux Figure 6.6 Plot of calculated internal illuminance against measured internal illuminance for D=194cm Figure 6.7 Light entering a light pipe descendsvia a seriesof inter-reflections 133 Figure 6.8 Scatter plot of calculated due to Eq. 6.9 (Y-axis) against measured internal illuminance (X-axis) for straight light pipes (units = lux) Figure 6.9 Scatter plot of calculated due to Eq. 6.11 (Y-axis) against measured internal illuminance (X-axis) for elbowed light pipes (units = lux) 134 Figure 6.10 Scatter plot of calculated due to Eq. 6.13 (Y-axis) against measured internal illuminance (X-axis) for straight light pipes (units = lux) 135 (a) Effect of solar altitude on S-DPF 1.8 1.6 14 . se kt=Ol . 12 . E3 kt=0.2 1.0 U: a. C? 0.8 0.6 0.4 0.2 A kt=0.3 3E kt=0.5 kt=0.7 0.0 15 20 25 30 35 40 45 50 55 Solar altitude, degree Effect of solar altitude on E-DPF 1.4 1.2 1.0 - o 0.8 0.6 U.J 0.4 kt=O.1 kt=0.2 kt=0.3 kt=0.5 kt=0.7 0.2 0.0 20 25 30 35 40 45 50 Solar altitude, degree 55 60 Figure 6.11 DPF for 420mm-diameter light pipe as a function of a, and kt, (a) for straight light pipe and (b) for light pipe with two bends (D=H=1.2m) 136 2.0 1.8 I-'O-a. 1.6 - = 30'- a, = 45' --hr- a, = 60' 1.4 ;P. 1.2 1 LZ 1.0 0.8 0.60.4 0.2 0.0 24679 Aspect ratio 1.0 - 0.9i a, 30" aS 45' --A-- cc'= 600 0.8 - 0.7 i 0.6 U: 0.5 CL 0.4 0.3 0.2 0.1 0.0 - 36 8 10 12 Aspect ratio Figure 6.12 Effect of aspect ratio on DPF, (a) for straight light pipe and (b) for light pipe with one bend (420mm-diameter, D=H=1.2m) 137 Predicted IDPFsfor straight and elbowed light-pipes 25 L ::: 2.0 1 5 LL: . a- nobend (a one-bend - - E3 E3 1.0 A 'S two-bend x three-bend -four-bend X 0.5 - 0.0 0.5 0.4 0.3 0.2 0.1 kt Figure 6.13 Comparison of the predicted DPFs for straight light pipe and elbowed light pipes H=Im) D=1.2m, (530mm-diameter, four bends three two, cc, =45", and with one, Comparison of external and internal illuminance profile (lux) 100000 100001000100 10 11-1.1Internalilluminance at 1.76mfromdiffuseron29thMay,2001. measured 1 789 10 11 12 13 14 15 16 17 Hour Flattranslucent diffuser,lux - Domeopaldiffuser,lux -External global,lux Figure 6.14 Comparison between external and internal illuminance due to different diffusers 138 AA (a) Transparency ol'a CICM-dil-I'LISCI "4%. C (b) I rallsparcllcý Figure ol'all old Opal diffuser 6.15 The comparison of an old opal against a clear diffuser (transparency property) 139 (;I) I i'1111Id ;' poillf li"'111Solirct, f ellected from the clear diffuser inner surface (1)) Light Of a point liýýItI -iilýt hIII-I 1,11,(k dh" II It It, lllllý 1' 141-t Figure 6.16 The comparison of an old opal against a clear diffuser (reflectivity property) 140 light in Bahrain project pipe light" "pools seen Ring phenomenon 6.17 of pattern and Figure 141 Table 6.lCoefficients used in Eqs. 6.5 & 6.6 a00 0.053 a02 ao, 0.032 alo 0.407 -0.000 all a12 0.008 -0.149 0.002 -0.140 a14 0.266 ao6 a07 aos 0.146 -0.002 a15 0.002 results for the model represented by Eq. 6.5 155 0.96 0.93 Table 6.3 Validation -1.878 a13 0.000 Table 6.2 Validation Distance(cm) Slope R2 a03 1.952 a05 a04 167 1.13 0.96 181 0.90 0.95 176 1.16 0.95 191 1.15 0.92 212 0.90 0.96 results for the model represented by Eq. 6.6 Distance(cm) 155 167 176 181 191 194 212 Slope 0.96 1.13 1.16 0.89 1.16 0.91 0.90 R' 0.93 0.96 0.94 0.94 0.92 0.97 0.96 Table 6.4 Coefficients used in Eqs. 6.9 - 6.13 Models ao Eq. 6.9 356.7 -572.4 Eq. 6.10* 62.5 -17.2 -1.2 2.6 Eq. 6.11 305.0 -190.5 -2.9 Eq. 6.12** 192.5 -108.8 Eq. 6.13 356.7 -572.4 a, a2 a3 a4 a5 a6 a7 a8 ag alo -10.2 42.8 0.5 -0.9 137.7 3.5 -0.5 0.5 136.0 4.3 1.1 -5.8 4.4 0.2 133.8 4.0 7.1 -2.1 -0.3 -5.3 132.4 -0.4 0.2 8.6 -2.6 -1.2 -10.2 42.8 0.5 -0.9 137.7 3.5 -0.5 0.5 Equation 6.10 is the simplified model of Eq. 6.9 Equation 6.12 is the simplified model of Eq. 6.11 142 Table 6.5 Error statistics for Eqs. 6.9 - 6.13 Models Eq. 6.9 MBE RMSE RMSE/MaXnicasured X RMSE/MeanmeasuredI PAD Slope -0- -Ilux 27lux 2% 15% 12% 0.98 0.95 Eq. 6.10* -3lux 29lux 2% 16% 13% 0.98 0.95 Eq. 6.11 -2lux 23lux 2% 22% 25% 0.97 0.97 Eq. 6.12" -3lux 25lux 3% 24% 25% 0.97 0.97 Eq. 6.13 -91ux 52lux 18% 29% 25% 0.94 0.86 The maximum value of measured internal illuminance due to light pipes, lux xMaXmCasured: Ncan--, d: The mean value of measured internal illuminance due to light pipes, lux Equation6.10: the simplified model of Eq. 6.9 Equation6.12 : the simplified model of Eq. 6.11 Table 6.6 Relationship between a 'conventional' window daylight factor and an equivalent daylight factor for a light pipe Sky type Heavy overcast Thin overcast Part overcast Clear Sky ClaritylRatio of external global to diffuse illuminance 0.2 0.3 0.51 0.7 IDF 1.00 1.06 1.46ý 2.80 DPF (%) Ratio of internal illuminance achieved by a light pipe to that by a window 1 2.0 1 2.1 1 2.9 1 5.6 143 7. SHADOW BAND DIFFUSE MEASUREMENTS CORRECTION For solar energy applicationsdesigns,global and diffuse horizontal irradianceand beamnormal irradianceare the threemost important quantities.Global horizontal irradiance can be easily measured using a pyranometer.As to the measurementof diffuse horizontal irradiance,the most common approachis to use a shadowband aidedpyranometerto interceptbeam irradiance.To study the effect installed horizontal light daylighting diffuse to the roofs, on of pipe perfon-nance radiation of sky horizontal diffuse irradiancemeasurementshave to be madeavailable.Moreover, consideringin real is illuminance input light installed total the not where on slope roofs pipes are often applications horizontal global illuminance. For the latter case,true slope illuminance hasto be calculatedso as to direct has illuminance light Slope two the sun name major components, of pipes. performance predict illuminance and sky diffuse illuminance. Horizontal diffuse illuminance measurementsarebeing from illuminance for the the therefore throughout slope calculating method world, carried out horizontal illuminance has to be used for light pipe design.In this chapter,a new method of obtaining is being horizontal diffuse illuminance the than around reported. method used prevailing more accurate 7.1 BACKGROUND Global (G) and diffuse (D) horizontal irradianceand beamnormal irradiance(B,,) are the three most important quantitiesfor solar energyapplicationsdesign.The important role that diffuse irradiance plays in a solar systemdesigncannotbe overemphasised.It was reportedby Drummond [1] and others that the ratio of diffuse componentto the global irradiancecan be ashigh as 0.65. Therefore,to provide a preciseestimationof the solar energyavailable for a given application, a more accuratemeasurement of diffuse irradianceis required. A simple relationship existsbetweenG, D and B,, (seeEq. 7.1). D=G-B,, sina Therefore, diffuse irradiance can either be calculated from measurement of G and B. or measured directly. However, in the first instance, the beam normal irradiance measurement device 144 (pyrheliometer)hasto be installed on an equatorialmount with active tracking of the sun'strail. As this is expensive,this method hasnot beenwidely adopted.The more common approachhas thereforebeen to use a pyranometeraidedby a shadowband to interceptbeamirradiance.The beamirradiance is then obtainedvia subtractionof the diffuse componentfrom global irradiance. Unfortunately, the shadowband that is usedto block the sunshinealso shadessomediffuse iffadiance as well. It can lead to the monthly averagederror of horizontal diffuse iffadiance measurementof up to 24% of the true value [1]. Henceit is necessaryto correct the measureddiffuse iffadiance obtained using the shadowband instrument. The inner surfaceof a shadowband is usually paintedblack so as to eliminate any reflected irradiance from the inner surfaceto the pyranometer.If the sky-diffuse irradiancedistribution is assumedto be isotropic and the irradiancethat is reflectedby inner surfaceof shadowband negligible, the correction factor of the diffuse irradiancecan be calculatedby using the simple geometricmethod given by Drummond [I]. This geometricmethod calculatesthe proportion of the sky areathat is subtended. by the shadowband, P, and then derivesthe correction factor as I /(I -P). However, as the real sky-diffuse distribution is not isotropic, an anisotropic factor must be taken into considerationto obtain a correction factor. The necessityof applying an anisotropiccorrection factor hasbeenwidely investigated.Kudish [2] hasreportedthat, for Beer Sheva,Israel, the anisotropic correction factor varies from 2.9% to 20.9%, whereasthe geometric(isotropic) correction factor varies only from 5.6% to 14.0%.Painter [3], comparedthe diffuse irradiancemeasuredby both an occulting disc and a shadowband pyranometer.He concludedthat the anisotropic correction factor has a significant seasonaldeviation. Eero'sstudy [4] showedthat the deviation of the monthly isotropic correction factor with respectto total correction factor rangesfrom 1% for Decemberto 7.5% for August. Work relating to the developmentof an anisotropic diffuse irradiancecorrection method hasbeen undertaken by several investigators during the past decade. Ineichen [5] reported his method of combining two simple models to determine the total correction factor: one was the isotropic geometric 145 model and the other was basedon the diffuse radiation as a function of solar altitude. Kasten et al[6] consideredthe influence of threeparametersthat were most relevant in determiningthe anisotropic correction factor, namely: the ratio of the diffuse to global radiation, the solar declination and the coefficient for beamradiation transmission.Siren'sinvestigation and evaluation [7] , basedon a twocomponentsky radiation model, showedthat the total correction factor appearedto be a function of the shadowband geometry,location of the shadowband, and the sky radiation distribution. LeBaron et al. [8] presenteda model employing the parameterschememethod put forward by Perez.This parameter schemeis representedas a 256-combinationof the values of the zenith angleof sun, the isotropic correction factor, the sky's clearnessindex and the sky's brightnessindex. The common characterof the aboveanisotropicmethodsis that they employ different radiation distribution modelsto obtain the ratio of diffuse irradiancesubtendedby shadowband to the total diffuse irradiance.However, the use of a complex function and parameterschemewithin such a model makesit more difficult to apply the model in practise.The purposeof this article is to develop a relatively simple yet accurateanisotropicmodel that can be applied widely acrossthe global. In this article, the developmentof a new model basedon the radiancedistribution index formulation introducedby Moon and Spencer[9] is presented.Investigation of the relationshipbetweenthe radiancedistribution index and sky clearnessindex, k,, is reported.The model is validatedusing data from two siteswith disparateclimate conditions. Drummond'sisotropic model is examinedthrough physical reasoningand numerical analysis.A comparisonof the performanceof the proposedmodel, and Drummond's isotropic model is illustrated through the use of error histogramsand statistical analysis.The proposedmodel hasbeen derived basedon non-site specific parameters,namely: radiance distribution index, b and clearnessindex k, and henceshould be applicablefor all sites. 7.2 DRUMMOND'S METHOD 7.2.1 Theory Drummond [I] gave the following formula based on geometrical analysis to calculate the isotropic shadow band diffuse correction factor FD: 146 FD ý 1/0-0 (7.2) where FD is the correction factor and f is the proportion of diffuse irradiance obstructed by the shadow band. Note that FDis to be multiplied with the uncorrectedvalue of diffuse irradianceas measuredwith shadowband to provide the correcteddiffuse irradiance.f can be calculatedusing Eq. 73: f= X/T =2(Whi) cos' 5 (to sing sin5 + cosy cos5 sinto) (7.3) where X is the diffuse irradianceshadedby shadowband,T is the total diffuse irradiance.Eq. 7.3 is derived from the integration of Eqs. 7.4 and 7.5 below, basedon the assumptionthat the sky-diffuse radiancedistribution is uniform: X=IW Cos I=sunset f 3,5 sinadt 1=sunrise T=7c 1 (7.4) (7.5) where I is the radiation intensity of the sky. However as real sky-diffuse irradiancedistribution is anisotropic,to get a more accuratecorrection factor, the I value must be treatedas a variant. Such a procedureis given below. 7.2.2 Examination of 'measured' diffuse correction factor Measurementsof the global and diffuse sky irradiancealong with beamnormal irradiancewere usedto examinethe validity of Drummond's method [1]. To reveal the inadequacyof Drummond's isotropic method, comparisonof the correction factor rangeobtainedusing Drummond's method and the range of measuredcorrection factor hasbeenundertaken. One complete year's data (1995) for Bracknell (51.4*N, 0.8'W) in England are used to examine Drummond's method. The data consists of hourly horizontal global, beam normal and diffuse 147 irradiancemeasuredby shadowband. Hourly irradianceon vertical surfacesfacing north, east,south, west and a tilted surfacefacing south at the local latitude anglewere also available.Thesedata were provided by the UK Meteorological Office, Bracknell. To ensuredatareliability, dataare discardedif they do not satisfy simultaneouslythe following quality control conditions: G- Bn sina >D uncorrected; B,, sina < G; B,, < E,, * earth-sundistancecorrection; a> 10 degree 0172024DN), where DN is the Julian day number. The earth-sundistancecorrection = 1+0.033cos(O. is the uncorrecteddiffuse irradiance.E,,,the extra-terrestrialirradiance,is taken as 1367 Duncorrected W/M2.A total of 3583 hours datawere thus chosento examineDrummond's correction factor against the true correction factor. The true correction factor, F,,,, is obtainedusing Eq. 7.6: F = (G - Bý,sin(y)/I)uncorrected (7.6) Figure 7.1 showsthat Drummond'sisotropic correction factor rangesfrom 1.010to 1.128,whereasthe true correction factor rangesftom 1.001 to 1.480.It is thereforeconfirmed that, in the caseof hourly diffuse irradiancemeasurement,Drummond's methodunderestimatesthe correction factor by up to 24%. 148 7.3 NEW MODEL BASED ON SKY-DIFFUSE DISTRIBUTION INDEX 7.3.1 Theoretical analysis A radiancedistribution index, b, basedon the work of Moon and Spencer[9] is introducedherein to facilitate the present modelling exercise. The model is given in Eq. 7.7, Lo = Lz (I +b sinO)/ (I + b) (7.7) , b is 0, is L, is the LO the the and radiance with an altitude = zenith radianceof a given sky patch where radiancedistribution index. Muneer [10] hasused the abovemodel to establisha relationshipbetweenslope diffuse irradianceand horizontal diffuse iffadiance. Muneer's model is given by Eq. 7.8, Dp/D=COS2(P/2)+ [2b/TE(3+2b)] [sinp -P cosp - 7Esin2(P/2)] (7.8) where Dp is the hourly diffuse irradiance for a slopedsurface,D is the hourly horizontal diffuse irradiance,P is the tilt of the slopedsurface.Muneer'smodel also treatsthe shadedand sunlit surfaces separatelyand further distinguishesbetweenovercastand non-overcastconditions.Basedon his study for Bracknell, Muneer found that for a shadedsurface(facing away from sun) the 'best'value of b is 5.73; for a sunlit surfaceunder overcastsky conditionsb=1.68; and for a sunlit surfaceunder nonovercastsky conditions b= -0.62. As reportedabove,measuredvertical and slope surfaceirradiancedata for Bracknell, England were madeavailable to the authors.Using thesedata an assessmentof the variation of V againstk, can be madeusing Eq. 7.8. The presentlydevelopedmathematicalrelationshipbetweenb and k, is given in Eq. 7.9, For k, >0.2, 149 2b, 0.382- 1.11kt = g(3 + 2b,) 2b2 2b2) + T(3 , = 0.166 + 0.105 kt (for southemhalf of sky hemisphere) (7.9a) (for northem half of sky hemisphere) (7.9b) For k,: 5 0.2, b, =b2=1.68 (after Muneer [10]). A point worth mentioning here is that, strictly speaking the sky radiance distribution is twodimensional function of any given sky patch geometry (sky patch altitude and azimuth) and the ,a position of sun. Eq. 7.9 represents a compromise between simplicity (represented by an isotropic model) and complexity (represented by a two-dimensional model such as the one described above). Another feature of Eq. 7.9 is that due to its relative simpler formulation it also tends to be robust (covering all-sky conditions) and of general applicability, as shall be demonstrated herein via validation undertaken for disparate sites, i. e. Bracknell, England (51.4'N, 0.8'W) and Beer Sheva, Israel (31.3'N, 34.8'E). 7.3.1.1 Total sky-diffuse irradiance The total sky-diffuse irradiancecan be obtainedthrough a numerical integration basedon Moon and Spencer'ssky-diffuse distribution model. If the zenith radianceis termed Lz, then the horizontal diffuse irradianceD can be calculatedusing Eq. 7.10, r/2 D=f; 0 (7r sinO cosO)(LO,+ LONO (7.10) Lo, is defined as the sky-diffuse where LO,=Lz(I+blcosO)/(I+bl), and L02=Lz (I +b2COSO)1(1+b2). radiance emanating from any given patch of the southern half of the sky vault, and L02the correspondingradiancefrom the northernhalf of the sky hemisphere.Thus, D= 7cLzf[ 2 (sinO cosO+blsinO COS2())/(I+bl)dO]+ 2 (sinO cosO+b2sinOcos20)/( I+b2)dO]) (7.11) 150 So, D =(TcLz/6) [(3+2b,)/(I+ bl) + (3+2b2)/(I+ b2A (7.12) Moon and Spencer[9] showedthat using bl=b2=2 in Eq. 7.12 adequatelydescribesthe radiance distribution of an overcastsky, and leadsto the relationship,D =77rLz/9. 7.3.1.2 Thenew correctionfactor basedon b, and b2functions (Eq. 7.9) If FAis defined as the diffuse irradiancethat is obscuredby shadowband, then FAmay be calculated using Eq. 7.13: I=sunsel f 3,5 Lo sinadt FA: --WCOS I= sunrise I The result of the aboveintegration is, FA= 2W Lz cos 38 (1, + b112) /0+ bl) I, = cosy cos8 sinto + to sin(p sin8 12ý tOsin2cpsin'5 + 2sinto sinT cosy sin5 cos5 + cos2T Cos25 [ to/2 +(sin2to)/4] Now, using Eqs.7.12 and 7.14, the proposedshadowband diffuse irradiancecorrection factor, Fp, can be obtained, Fp = 1/(I-FA / D) (7.15) 7.3.2 Validation The validity of the proposed model was tested by plotting the corrected hourly diffuse irradiance against the true diffuse irradiance as obtained via Eq. 7.1. Databases of two different sites, namely: 151 Bracknell, England and Beer Sheva, Israel were used to validate the proposed model. These two sites provide diversevariation in climatic conditions and latitude separation. 7 3.2.1 Validation using Bracknell database 7.3.2.1.1 Scatter plots and statistical analysis The proposedmodel was applied to the culled Bracknell databasewhich was previously used to examinethe performanceof the Drummond's method (seesection2). Correcteddiffuse irradiance (Dcorrcacd) datawere regressedagainsttrue values of 'measured' diffuse irradiance(D) obtainedvia Eq. 7.1 to determinethe model's performance.Resultsof this comparisonare shown in Fig. 7.2. The slope of the fitted trend line is 0.99, and the coefficient of determination,R2,is 0.98. Drummond's method was also applied to this database.The result is shown in Fig. 7.2. The slope of the fitted trend line is 0.95, and the coefficient of determinationR2is 0.97. The slope of the fitted trend line is indicative of the validity of the model under test. The degreeof validity increasesas the slope approachesunity. 'Me proposedmethod thus offer a better accuracy. To enablefurther insight into the validation of the abovemodelsthe meanbias error (MBE) the root , meansquareerror (RMSE) and the PercentageAverage Deviation (PAD) have beenobtained.Results are shown in Table 7.1. Y,(D,,,,,, -D) Ied Mean Bias Error, MBE = no.of data points ýE(D Root Mean Square Error, RMSE = D)2 ....... no. of data points E(I 00 *1 D,,,,,,,, Percentage Average Deviation, PAD = I/ D, d -D no. of data points orrected 152 7.3.2.1.2 Histograms Histogram plots of percentageerror were also madeto comparethe proposedmodel's performance againstthat of Drummond's method.The histogramspresentgraphical representationsof the frequency distribution of the percentageerror. A given models'perfori-nanceis examinedin two ways. Firstly, the histogram provides a check regardingthe proportion of datapoints that fall within specific range of percentageerror and secondly,it allows an examinationof the rangeof errors. Histogramsof the proposedmodel for all-sky conditions, and for 0< kt:5 0.2 (heavy overcast), 0.2 < k,: 5 0.6 (part-overcast)and 0.6 < k, <I (clear-sky) are shown in Fig. 7.3 respectively. Correspondinghistogramsfor Drummond's method are given in Fig. 7.4. The results of theseanalyses arepresentedin Table 7.2 as the number of datapoints that fall in percentageerror rangesof -3% I %, -1% - +1%, and +1% - +3%. For the proposedmodel and for all-sky conditions, 70% of correcteddiffuse value fall in the -3% - +3% percentageerror range,while for Drummond's method the correspondingfigure is 58%. Under clear-sky condition (0.6 < k, <1), when solar energyhas the greatestimpact the proposedmodel is significantly better. Generally speaking,the proposedmodel displaysa normal distribution for errors, while Drummond's model is heavily skewed,especiallyunder clear-sky conditions. 7.3.2.2 Validation using Beer Shevadatabase Nearly two yearsof measureddata (February,,1998- December,1999) for Beer Sheva(31.4'N, 34.8'E) in Israel were used for further evaluationof the modelsunder discussion.The dataconsist of hourly horizontal diffuse (measuredusing shadowbandpyranometer)and global, beam normal irradianceand irradianceon a south facing sloping surfacewith tilt = 40 degree.Thesedatawere provided by the Chemical EngineeringDepartmentat Ben-Gurion University. Again, the data setswere culled using the combination of the four conditions given in Section2. 7.3.2.2.1 Scatter plots and statistical analysis 153 Diffuse irradiancedatarespectivelycorrectedvia proposedmodel and Drummond's method,were regressedagainsttrue diffuse irradiancevalues.The resultsof this comparisonare shown in Fig. 7.5. The slope of the fitted trend line for proposedmethodis 1.00,and the coefficient of determination,R2 is 0.99. The result obtainedfrom the applicationof Drummond's methodis shown in Fig. 7.5. The slopeof the fitted trend line in this caseis 0.96, and the coefficient of determinationR2is 0.99. Table 7.3 showsthe MBE, RMSE and PAD statisticsfor Beer Shevadatabase.The proposedmodel produces an RMSE of 17 W/m2, an MBE of 2W/m2and a PAD of 5%. The correspondingfigures for Drummond's method are23 W/m2, 2 and 7% respectively. -5W/M 7.3.2.2.2Histograms Figure 7.6 and 7.7 show the histogramsfor different sky conditionsobtainedthrough applicationof the proposedand Drummond's methodto Beer Sheva'sdatabase.The resultsof this analysisare presented in Table 7.4. For all-sky conditions,41% of diffuse valuescorrectedby the proposedmethodfall in the ±3% percentageerror range,while for Drummond's method,the correspondingfigure is 21%. Once again,the proposedmodel displaysa normal error distribution behaviour,while Drummond's method is considerablyskewed,especiallyunder clear-skyconditions. 7.4 SUMMARY A new anisotropicmodel to correct diffuse irradiancemeasuredby shadowband hasbeendeveloped. This method is basedon the use of a single diffuse radiancedistribution index, b, introducedafter the work of Moon and Spencer[9]. Clearnessindex, kt, is usedas a parameterto determinethe value of b, and b is then usedto obtain the correction factor to accountfor the diffuse irradianceobscuredby shadowband. The proposedmethod is validatedusing databasesfrom siteswith disparatesky conditions. The Drummond's isotropic method,which is basedsolely on geometriccalculation is comparedagainstthe proposedmethod that usesan anisotropicradiancedistribution. Resultsshow that for the caseof Bracknell, England the RMSE MBE and PAD of correcteddiffuse irradianceobtained , using the proposedmethod are 12W/m2, -0.7 W/M2and 3% respectively.CorrespondingRMSE, MBE and PAD due to Drummond's method are 16 W/M2, -5.6 W/M2 and 4% respectively.For the case 2 2W/M 17 W/m2, MBE RMSE Sheva, Israel, Beer and a the proposedmodel producesan an of of of 154 PAD of 5%. The correspondingfigures for Drummond's methodare 23 W/mý, -5W/m2and 7% respectively. 155 REFERENCES 1. Drummond,A. J. (1956) On the Measurementof Sky RadiationArch. Meteor. Geophys.Bioklim. 7, 413-436 2. Kudish, A. I. and Ianetz,A. (1993) Analysis of Diffuse RadiationData for Beer Sheva:Measured (ShadowRing) VersusCalculated(Global-Horizontal Beam) Values Solar Energy, 51,495-503 3. Painter,H. E. (1981) The ShadeRing Correction for Diffuse Irradiation MeasurementsSolar Energy, 26,361 4. Vartiainen, E. (1998) An anisotropicShadowRing CorrectionMethod for the Horizontal Diffuse IrradianceMeasurementsRenewableEnergy, 17,311-317 5. Ineichen,P., Gremaud,J. M., Guisan,0. and Mermoud, A. (1984) Study of the correctivefactor involved when measuringthe diffuse solar radiation by using the ring methodSolar Energy, 32,585 6. Kasten,F., Delme, K. and Brettschneider,W. (1983) Improvementof measurementof diffuse solar radiation Solar radiation data, F.2,221 7. Siren, K. E. (1987) The shadowband correction for diffuse irradiation basedon a two-component sky radiancemodel Solar Energy, 39,433 8. LeBaron, B. A., Michalsky, J. J. and Perez,R. (1990) A simple procedurefor correcting shadow band data for all sky conditionsSolar Energy, 44,5,249-256 9. Moon, P. and Spencer,D. E. (1942) Illumination from a non-uniform sky Trans.Illum. Eng. Soc., 37,707-725 10. Muneer, T. (1990) Solar Radiation Model for EuropeBuilding Serv. Eng. Res. Technol.,11(4), 153163 156 I .0 0 cu 'a 1.01 1.06 1.31 1.21 1.11 1.26 1.16 1.41 1.36 1.46 shadow band correction factor (a) Drummond'scorrection factor range 1 . c2 cu Co 1.01 1.11 1.06 1.16 1.41 1.31 1.21 1.26 1.36 1.46 shadow band correction factor (b) Actualresults Figure 7.1 Comparison of the range of diffuse irradiance correction factor given by Drummond's method and actual results 157 600 E 500 400 -- -Z 6- .7-. A: 300 CL) =, 7 -. 200 ts 100 0 u jv 0 100 300 200 true diffuse irradiance 400 500 1 600- (W/M2) 600 i:z 500 400 .. .. ap A A7 300 4 ým 200 lu m 100 0 o0 100 200 true diffuse 400 2) irradiance (Wlm 300 500 600 Figure 7.2 Scatter plot of true diffuse irradiance versus corrected irradiance using the proposed (top) and Drummond's model (bottom) -Bracknell data 158 1 (a) 1 1 (D . C) 0 CL 0 10.0 6.0 8.0 2.0 4.0 0.0 -10.0 -8.0 -6.0 -4.0 -2.0 4.0 5.0 2.0 3.0 1.0 0.0 -5.0 -4.0 -3.0 -2.0 _1.0 percentageerror, % percentage error, % 4011 1201 1001 ý5 m -Q E (I, C 0 a- 80 60 CD 40 20 -10.0 -8.0 -6.0 -4.0 -2.0 0.0 2.0 4-0 percentage error, % 6.0 8.0 10.0 l o -10.0 -8.0 -6.0 -4.0 -2.0 0.0 2.0 4.0 6.0 percentage error, % Figure 7.3 Proposed model's error histogram under all-sky (a), heavy overcast (0 < kt: 5 0.2) (b), (d) data Bracknell kt (0.6 kt: 0.6) (c) (0.2 < 5 <1) < conditions and clear-sky part-overcast - 159 8.0 10.0 600 (b) 500 400 m E 2 300 S 0 CL CL n (Z 200 100 0 8.0 10.0 0.0 2.0 4.0 6.0 -10.0 -8.0 -6.0 -4.0 -2.0 -5.0 -4.0 -3.0 -2.0 -1.0 0.0 1.0 2.0 3.0 4.0 5. percentage error, % percentageerror, % 600 (d) (C) 500 Q) -0 400 300 0. CL m 200 100 20 oL J.U -t$.U -b.U -4.U -Z.U U.U percentage Figure Z.U 4.U error, % b.U b.U IU.U -10.0 -8.0 -6.0 -4.0 -2.0 0.0 2.0 4.0 percentage error, % model's error histogram under all-sky (a), heavy overcast (0 < kt: 5 0.2) (0.2 < kt: 5 0.6) (c) and clear-sky (0.6 < kt <1) (d) conditions Bracknell data - 7.4 Drummond (b), part-overcast 160 6.0 8.0 10.0 600 ýz 500 4, * + E+* 400 a) LA e 300 200 ts U 100 o 0 100 200 True diffuse 300 irradiance 400 500 600 (W/M2) 600 C14 E k 500 LV 400 V All 300 M 200 v 100 0 0 100 200 300 400 500 600 True diffuse irradiance (Mm) Figure 7.5 Scatter plot of true diffuse irradiance versus corrected irradiance using the proposed (top) and Drummond's model (bottom) - Beer Sheva data 161 (a) (b) k) .o .0 0 CL 2 ca 'a -14.0 -10.0 -12.0 -6.0 -8.0 -2.0 -4.0 6.0 2.0 0.0 4.0 10.0 8.0 14.0 -12.0 12.0 -8.0 -10.0 0.0 -4.0 -6.0 percentage error, % 4.0 2.0 -2.0 8.0 6.0 12.0 10.0 percentage error, (c) (d) ci) -a E (I) C 0 0 0 -0 101 -12.0 -8.0 -10.0 0.0 -4.0 -6.0 -2.0 4.0 2.0 percentageerror, % 8.0 6.0 12.0 10.0 -12.0 -8.0 -10.0 0.0 -4.0 -6.0 -2.0 4.0 2.0 8.0 6.0 12.0 10.0 percentageerror, % Figure 7.6 Proposed model's error histogram under all-sky (a), heavy overcast (0 < kt: ý 0.2) (b), part-overcast (0.2 < kt: 5 0.6) (c) and clear-sky (0.6 < kt <1) (d) conditions - Beer Sheva data 162 (b) (a) m a) .0 E I O(A U) 0 0. C', C', im. 2 cu oL -14.0 -8.0 -12.0 -2.0 -6.0 -10.0 -4.0 0.0 10.0 6.0 2.0 8.0 4.0 14.0 12.0 -4.0 -8.0 -12.0 -6.0 -10.0 4.0 0.0 8.0 -2.0 10.0 6.0 2.0 percentage error, % percentage error, % (d) (c) . im 12.0 401 Co 0 CL a cc 'a I oi oL -12.0 0 -4.0 -8.0 -10.0 -6.0 -2.0 8.0 4.0 0.0 2.0 6.0 percentageerror, % 12.0 10.0 -12.0 -4.0 -8.0 -10.0 -6.0 4.0 0.0 -2.0 2.0 8.0 6.0 percentageerror, % Figure 7.7 Drummond model's error histogram under all-sky (a), heavy overcast (0 < kt: 5 0.2) (b), part-overcast (0.2 < kt: 5 0.6) (c) and clear-sky (0.6 < k, <1) (d) conditions - Beer Sheva data 163 12.0 10.0 Table 7.1 Mean Bias Error (MBE), Root Mean Square Error (RMSE) and Percentage Average Deviation (PAD) comparison of the proposed model versus Drummond's method, Bracknell All-sky conditions MBE (W/mI) Proposed Model Drummond Model -0.7 -5.6 0.6 < k, <I 0.2 < k,:5 0.6 0<k,: 5 0.2 RMSE (W/mI) PAD (%) MBE (W/ml) RMSE (W/ml) PAD (%) 12.0 2.8 0.4 1.6 0.7 15.7 4.2 0.0 1.4 0.7 MBE (W/mI) RMSE (W/mI) PAD -0.3 15.1 3.9 -4.8 16.7 4.9 MBE (W/ml) -5.2 -24.5 RMSE (W/ml) PAD (%) 12.4 3.4 27.4 10.7 Table 7.2 Histogram percentage error analysis results, Bracknell. Figures given below are the number of data points in each category All-sky conditions -3-4 % -1 -1 % 1-3 211 0 547 195 94 65 503 148 -3--1 N -1 -1 1 -3 Proposed Model 393 1259 Drummond Model 374 1081 0.6 < k, <1 0.2 < k,:!ý 0.6 0<k,: 5 0.2 -1 -1 1 -3 N 304 504 297 429 -3-4 N -3-4 (%) -1 -1 (%) 1 -3 (%) 114 89 68 19 44 8 3 3 Table 7.3 Statistical comparison of the two models under discussion - Bracknell data. Month RMSE (W/M2) Proposed Model January February March April May june July August September October November December MBE (W/M2) Drummond Proposed Model model 4 6 9 12 18 10 18 10 11 10 4 2 5 7 15 19 20 14 20 19 16 13 4 2 -1.5 -0.6 -1.8 -2.5 4.3 -0.3 3.7 -4.9 -3.9 -6.0 -1.2 -0.5 Percentage Average Deviation Drummond Proposed model model -1.6 -1.0 -6.5 -10.0 -4.4 -6.0 -3.7 -14.0 -8.0 -7.6 -1.3 -0.6 Drummond Model 2.0 1.8 5.0 5.3 5.2 3.8 4.8 6.7 4.4 4.7 2.1 1.7 2.0 1.7 3.2 3.0 3.7 2.0 3.2 2.9 3.0 3.8 2.2 1.5 164 Table 7.4 Mean Bias Error (MBE), Root Mean Square Error (RMSE) and Percentage Average Deviation (PAD) comparison of the proposed model versus Drummond's method, Beer Sheva All-sky conditions Proposed Model Drummond Model NIBE RMSE (W/m'L (W/m') PAD MBE 0.6<k, < I 0.2 < k,: 5 0.6 0<k, :50.2 RMSE PAD W/M2 MBE RMSE PAD MBE (W/ml) (W/m) (0/. ) (W/m PAD RMSE 2) (w/m2) . 2.1 17.1 5.2 3.2 5.11 3.0 5.0 17.2 4.4 -5.3 23.4 7.3 4.7 8.5 7.0 0.5 18.4 5.2 I I I -0.7 20.3 6.9 -15.6 30.4 9.0 I Table 7.5 Histogram percentage error analysis results, Beer Sheva. Figures given below are the number of data points in each category All-sky conditions 0.6 < k, <1 0.2 < k,: 5 0.6 0<k,:: ý 0.2 -3-4 -1 -1 N 1 -3 -3-4 N -1 -1 1 -3 N -3-4 -1 -1 N 1 -3 -3-1 N -1 -1 N 1 -3 Proposed Model 42 110 147 2 22 78 19 56 48 22 32 21 Drummond Model 39 58 57 2 2 5 20 43 25 18 14 27 Table 7.6 Statistical comparison of the two models under discussion - Beer Sheva data. Month RMSE (W/mý) Proposed model 17 january February 16 March 17 April 17 May 17 June 21 July 15 20 August September 23 October 16 November 18 December 17 MBE Drummond model 27 23 24 23 19 22 13 18 31 29 28 27 (W/M2) PercentageAverage Deviation Proposed model -4.5 -1.0 5.5 2.8 5.5 11.7 10.8 13.4 Drummond model -13.6 -8.0 -2.2 -3.6 0.7 6.6 6.5 10.9 -0.5 -5.9 -10.0 -8.9 -13.9 -20.5 -21.6 -18.1 Proposed model 4.7 3.9 4.3 4.7 4.7 4.8 7.0 7.4 7.3 5.8 6.9 5.7 Drummond model 8.1 6.7 6.5 6.3 5.2 7.3 6.3 8.4 10.1 10.5 11.7 9.5 165 8. VALIDATION OF DPF MODELS The validation of DPF modelshasbeencarried out by threeapproaches.The first approachwas to apply the DPF modelsto independentlymeasureddatain Merchiston test room, and comparethe measuredinternal illuminance dataagainstthosepredicteddue to DPF models.The secondapproach was to check the DPF modelsusing one of the most establishedstatisticaltechniques:residualanalysis. The third approachwas to comparethe DPF modelsagainstresultsdue to independentresearches. 8.1 CHECKING THE LINEAR MODEL BY STATISTICAL TECHNIQUE - RESIDUALS PLOT The adequacyof a fitted regressionmodel can be carried out by the methodof checkingthe residual is linear fitted, no "whenever due The the to applies generally a model model. residual method plots (the is how [I]. The the to there e graph of residual procedure produce a are" many predictors matter differencebetweenobservedYOand calculatedY, valuesof the dependentvariable) plotted againstthe independentvariablesXi or the observedvalue Y,, [2]. A satisfactoryresidualsplot is one that showsa (more or less)horizontal band of points giving the impressionof Fig. 8.1. There are many possibleunsatisfactoryplots. Three typical onesappearin Fig. 8.2. The first of thesethree(the funnel) displaysthe band of residualswidening to the right showing non-constantvariance.The secondis a downward trend and the third is a curve. For the funnel type of plot, it indicatesa lack of constantvarianceof the residuals.The corrective measurein this case is a transformationof the Y variable. A plot of the residualssuch asFig. 8.2(2) indicatesthe absenceof an independentvariable in the model under examination.If however, a plot such as Fig. 8.2(3) is obtained,a linear or quadraticterm would have to be added. Becausethe residualsand the Y,, values are usually correlatedbut the residualsand the Y, are not. Therefore,ej = (Y. - Yc)j, i=l, 2, is usually plotted against(Y, ) j. A slope in the ej and (Yji n ..., indicatesthat somethingis wrong. It is possibleto evaluatetest statisticson residuals,but it is often difficult to know if they are sufficiently deviant to require action. In practical regressionsituations,a detailed examinationof the corresponding residualsplots is usually far more infonnative, and the plot 166 will almost certainly reveal any violations of assumption serious enough to require corrective action Ill. The residualsdue to the S-DPF model (Eq. 6.9) were calculatedfor eachdatapoints from Craighouse data.It is defined that, S= Predictedinternal illuminance - measuredinternal illuminance, lux; Ycl= Predictedinternal illuminance, lux; Xj= Solar altitude, degree; X2= sky clearnessindex, ratio; Absolute error =S= Predictedinternal illuminance - measuredinternal illuminance, lux The residualsplot of S versusYc is shown in Fig. 8.3. It can be seenin Fig. 8.3 that the residualplot ,j showspattern of a horizontal band. This indicatesthat generally speaking,the S-DPFmodel being examinedis adequate.Figure 8.4 showsthe histogramof the absoluteerror (residual) due to the S-DPF model. It is shown in Fig. 8.4 that the distribution of absoluteerror is a normal distribution with a mean value of -2.3 lux. The standarddeviation of the absoluteerror was found to be a=28.31 lux. This implies that the S-DPFmodel can predict the daylighting performanceof straight light pipes with a quite high accuracy,namely more than 99 per cent of all predictionsgiven by the model are found within the error rangeof ±501ux.The meanvalue of measuredinternal illuminance was found to be 177lux, the percentageof prediction due to S-DPFmodel that fall in the error rangeof ±17.7lux (10 per cent of meanvalue 177lux) was then found to be 75%. Consideringthat the sensitivity of human eyes to illuminance at the level of 50lux is in a low order, it is thereforeconcludedthat the prediction given by the S-DPF can be usedwith high confidencein practical light pipe design. The residualplots of S versusX, and X2 are shown in Figs. 8.5 and 8.6 respectively.Figure 8.5 shows that the residual due to S-DPF model is generally constant,independentto the changeof solar altitude. Figure 8.6 showsa similar trend and presentsa profile of horizontal band, which confirms that the SDPF model is adequate.For solar energy applications,especiallyfor light pipe daylighting project, sun's position and sky conditions are the most significant variablesto be considered.Figures 8.5 and 167 8.6 confirm that the S-DPFmodel hasadequatelydescribedthe effect of abovetwo factorsto the daylighting performanceof light pipes. It is also worthy hereto point out that since S-DPFmodel uses only non-sitespecific factors,it is thereforeexpectedto be applicablefor global sites. 8.2 VALIDATION OF S-DPF MODEL USING MERCHISTON TEST ROOM DATA As addressedin Section5.5 that a total of 22 270 Merchiston test room datapoints for straight light pipes of sevenconfigurationsunder all weatherconditionshad beenmadeavailablefor S-DPF model validation. Merchiston test room datawere further divided into three groupsto revealthe performanceof the S-DPFmodel under different sky conditions.The whole data setwere divided into three groupsaccordingto sky clearnessindex, namely measurementstakenunder non-heavy-overcast sky conditions(k,>0.2), under heavy overcastsky conditions (k,:ý0.2) and under all-sky condition. The perfornianceassessment of S-DPFmodel under abovedifferent sky conditionswere conductedand reportedin the following threesub-sections. 8.2.1 Case-by-caseassessmentof the S-DPF model under non-heavy-overcastsky conditions (kt>0.2) The S-DPFmodel was applied to sevencasesof straight light pipe configurationsto examineits performance.The sevencasesare: Case1: light pipe in 0.21m diameterand 0.6m long, Case2: light pipe in 0.21m diameterand 1.2m long, Case3: light pipe in 0.33m diameterand 0.6m long, Case4: light pipe in 0.33m diameterand 1.2m long, Case5: light pipe in 0.45m diameterand 0.6m long, Case6: light pipe in 0.45m diameterand 1.2m long, and Case Might pipe in 0.53m diameterand 0.6m long. Internal illuminance predictions due to S-DPF model for eachof abovesevencaseswere calculated respectively. Scatter plot of calculated internal iluminances against measured illuminances were then data. based independent The S-DPF the scatter plots were to on of model performance assess obtained 168 generatedwithin Excel environment,and after that the best-fit trend lines were generatedby the Excel to examinethe accuracyof the model. By linear regression,equationsand slopesof the best-fit lines were obtainedand correspondingcoefficient of determinationR-Squarevalueswere reported.Results are presentedbelow. Case 1: Figure 8.7 shows the scatter plot of predicted internal illuminance against measured internal illuminance for a light pipe 0.2 1m in diameter and 0.6m in length. The vertical distance between light pipe diffuser and the working plan was 1.68m. The distances between three testing points and the light pipe diffuser centre ranged between 1.68 and 2 meters. 'llie sky clearness index varied between 0.2 and 0.8. The slope of the best-fit trend line was found to be 0.96 and the R-Square value was noted as 0.87. The mean error was found to be Olux and the RMSE was noted as 10 lux. In this case it can be seen that the prediction of S-DPF is quite good. A RMSE value of 10 lux means that at least about two thirds of predicted data given by S-DPF is within an error band that is negligible (± I Olux). Case2: Figure 8.8 showsthe scatterplot of predictedinternal illuminance againstmeasuredinternal illuminance for a light pipe 0.21m in diameterand 1.2min length. The vertical distancebetweenlight pipe diffuser and the working plan is 1.12m.The distancesbetweenthree testing points and the light pipe diffuser centrerangedbetween1.28and 2.10 meters.The sky clearnessindex varied between0.2 and 0.8. The slope of the best-fit trend line was found to be 0.96 and the R-Squarevalue was noted as 0.96. The meanerror was found to be -4lux and the RMSE was noted as 9 lux. In this caseit can be seenthat the prediction of S-DPF is also good. A RMSE value of 9 lux meansthat at least about two thirds of predicteddatagiven by S-DPF is within an error band that is negligible (±I 8lux). The RSquarevalue is ashigh as 0.96 which meansthat 96% of datais describedby the S-DPFmodel. It is found however, that for this case,the S-DPFmodel seemsto slightly underestimatethe internal illuminance, with a mean error of -4 lux. This might be due to the fact that when the light pipe was longer, to test the internal illuminance at distancesabout I and 2 meters,sensorswere put further near to the comer of the test room where internal reflection played a more significant role and led to a higher reading of measuredilluminance. 169 Case3: Figure 8.9 showsthe scatterplot of predictedinternal illuminance againstmeasuredinternal illuminance for a light pipe 0.33m in diameterand 0.6m in length. The vertical distancebetweenlight pipe diffuser and the working plan was 1.68m.The distancesbetweenthreetestingpoints and the light pipe diffuser centrerangedbetween1.74and 2.14 meters.The slope of the best-fit trend line was found to be 1.0 and the R-Squarevalue was noted as 0.88. The MBE was found to be -6lux and the RMSE was noted as 55 lux. In this case,accordingto the figure of R-Square,MBE and RMSE, which are both larger than thoseof previous cases,the performanceseemslesssatisfactory.However, it is noted that for this case,the averagedmeasuredinternal illuminance was found to be 200lux, while the figures for CasesI and 2 are 44lux and 51lux respectively.The percentageof RMSE to meanmeasured illuminance for Cases1,2 and 3 were found 23%, 18%and 27% respectively.Therefore,the valuesof RMSEs of cases1,2 and 3 arebasically comparableand in the sameorder. It is also notedthat the averagedexternal illuminance for the third casewas found to be 46835lux, which is 35% higher than Case1 and 32% higher than Case2. The maximum externalilluminance recordedduring the measurementfor the third casewas found to be ashigh as I lOklux, and correspondinglythe sky clearnessindex monitoredduring the day rangedfrom 0.2 to 0.8. The reasonwhy the third case producesa larger RMSE may thereforebe due to the quite dramaticvarianceof externalconditions. Case4: Figure 8.10 showsthe scatterplot of predictedinternal illuminance againstmeasuredinternal illuminance for a light pipe 0.33m.in diameterand 1.2m in length. The vertical distancebetweenlight pipe diffuser and the working plan was 0.9 in. The distancesbetweenthree testingpoints and the light pipe diffuser centrerangedbetween 1.32and 1.71meters.The slope of the best-fit trend line was found to be 1.04and the R-Squarevalue was noted as 0.82. The meanerror was found to be llux. and the RMSE was noted as 55 lux. It is also noted that the averagedexternal illuminance for the third casewas found to be 47219lux, which is 36% higher than CaseI and 33% higher than Case2. The maximum external illuminance recordedduring the measurementfor the third casewas found to be as high as 115klux, and correspondinglythe sky clearnessindex monitored during the day rangedfrom 0.2 to 0.8. The maximum and minimum internal illuminances were found to be 600lux and 20lux respectively. Case 5: Figure 8.11 shows the scatter plot of predicted internal illuminance against measured internal illuminance for a light pipe 0.45m in diameter and 0.6m in length. The vertical distance between light 170 pipe diffuser and the working plan was 1.74m. The distances between three testing points and the light pipe diffuser centre ranged between 1.74 and 2.06 meters. The slope of the best-fit trend line was found to be 0.93 and the R-Square value was noted as 0.74. The mean error was found to be -25lux, which was 10% of averaged measured internal illuminance. Corresponding figures for RMSE was noted as 65lux and 26% respectively. In this case it seems that the S-DPF model underestimates the internal illuminance. Case6: Figure 8.12 showsthe scatterplot of predicted internal illuminance againstmeasuredinternal illuminance for a light pipe 0.45m in diameterand 1.2m in length. The vertical distancebetweenlight pipe diffuser and the working plan was 1.18m. The distancesbetweenthree testingpoints and the light pipe diffuser centrerangedbetween 1.30and 1.62meters.'Me slope of the best-fit trend line was found to be 1.00 and the R-Squarevalue was noted as 0.86. The MBE was found to be -17lux and the RMSE was noted as 75 lux. The MBE was found to be 6% of the averagedinternal illuminance of 289lux, and RMSE was 26% of the averagedinternal illuminance. Case 7: Figure 8.13 showsthe scatterplot of predicted internal illuminance againstmeasuredinternal illuminance for a light pipe 0.53m in diameterand 0.6m in length. The vertical distancebetweenlight pipe diffuser and the working plan was 1.18m. The distancesbetweenthree testingpoints and the light pipe diffuser centrerangedbetween 1.30and 1.62meters.The slope of the best-fit trend line was found to be 0.95 and the R-Squarevalue was noted as 0.82. The MBE was found to be -33lux and the RMSE was noted as 106 lux. The MBE was found to be 8% of the averagedinternal illuminance of 403lux, and RMSE was 26% of the averagedinternal illuminance. 8.2.2 Performance assessment of the S-DPF model under heavy-overcast sky conditions (kt:50.2) A total of 7,200 datapoints of sevenlight pipe configuration caseswere measuredunder heaveovercastsky conditions (k,:50.2). S-DPFmodel was applied to predict the internal illuminance values due to the light pipes. Scatterplots of the measuredinternal illuminance versusvaluespredictedby SDPF model for all heavy-overcastsky condition dataand for eachof the sevencasesare shown in Figs. 8.14 - 8.21. Statisticsresultsare shown in Table 8.1. 171 Figure 8.14 showsthat the slopeof the best-fit trend line for all heavy-overcastsky condition scatter plot was found to be 1.12and the R-squarevalue was 0.94. The RMSE and MBE were found to be 31lux and 9lux respectively.The meanvalue of measuredinternal illuminance was 106luxwith a maximum value of 519lux and a minimum value of I Olux.The PAD (averagedpercentagedeviation) was noted as 20%. Figure 8.14 shows that under heave-overcast sky conditions, generally speaking the S-DPF model tends to overestimate the internal illuminance due to light pipes. This can be due to two main reasons. First, the measurements undertaken in Merchiston test room was one year later than that carried out in Craighouse test room. The very same light pipes (Monodraught) were tested in the two measurements. During the two years' time, light pipes have been transported from sites to sites, and during the tests they were also installed and removed quite frequently according to the test schedules. It is therefore logical to assume that certain aging effect may have taken place during the course, which can lead to slight changes of the reflectance of internal surface of light pipe tube. Swift et al [3] pointed out that in the mathematical modelling of light pipe's transmittance of light, the reflectance of the internal surface of light pipe tube plays an important role. Swift found that "the theoretical calculations are sensitive to the choice of reflectivity, with changes in R (reflectivity, author) of 0.001 resulting in noticeable differences in the calculated curve". This therefore suggests that the method of applying the internal reflectivity value of 0.95 that was obtained based on Craighouse data, to Merchiston data may produce noticeable system bias. The secondpossiblereasonthat can contribute to the overestimateis that under low illuminance levels the measurementsby Kipp and Zonon sensorsare subjectto more errors. It was found that under heavy overcastsky conditions, the meanvalue of measuredinternal illuminance was as low as 106lux. The rangesof the sensorsare all 5±lklux. The sensitivitiesof the three Lux Lite sensorswere given as 10.32[tV/Iux (±I%), 9.68pV/Iux (±I%) and 10.1lgV/Iux (±I%) respectivelyby the manufacturer (Section 5.2). Thereforeunder heavily overcastsky conditions, the measurementerror due to the sensorscan reachashigh as ±50lux (equalsto about 1% of the range),which accountsfor almost 50% of the mean internal illuminance value. 172 However, it shall be pointed out that as an innovative device that utilizes sunlight, light pipe contributes most to the daylighting when the sky is clear and sunlight is available.Unfortunately, when the sky is heavy-overcast(kt:50.2), light pipes provide a lower level of daylight, though which is sufficient enoughto form a good backgroundinternal illuminance. Nevertheless,artificial lighting is required under such a condition if any sophisticatedwork that requiresdetailed information on objectsis to be carried out. Bearing this in mind, it can be seenthat the performanceof S-DPF model under heavyovercastsky conditions is adequateenoughfor generallighting designpurposes. 8.2.3 Performance assessment of the S-DPF model under all-sky conditions To reveal the over all performanceof S-DPFmodel, it is applied to the whole data set from Merchiston test room. Internal illuminance predictions due to S-DPFmodel for all sevencasespresentedabove in Sections8.2.1 and 8.2.2 were calculated.Scatterplot of calculatedinternal iluminancesagainst measuredilluminances was shown in Fig. 8.22.The slope of the best-fit trend line was found to be 1.03 and the R-Squarevalue was noted as 0.90. The MBE was found to be -5lux, the RMSE 76 lux, and the PAD was found to be 22%. The maximum of the internal illuminance was found to be 1986lux and the minimum found l0lux. The high R-Squarevalue of 0.90 suggeststhat the S-DPF model built using Craighousedatarepresentsmost of the independentlymeasureddatafrom Merchiston test room. The slope value of 1.03suggeststhat the S-DPF model can estimatethe meanvaluesof internal illuminances due to light pipes quite precisely. It is howevernoticed that for Merchiston dataset the RMSE was found to be 76 lux, which is higher than the RMSE value of 27 due to Craighousedata. This can be mainly own to following threereasons. First, the external environmentfor the two testsin Craighouseand Merchiston test rooms were not absolutelythe same.The Merchiston test room was build on the roof of a 7- storeybuilding with an almost completeview to the sky (more than 95% of the hemisphere).However, the view angle of the test room in Craighouseto the sky was not the whole vault. Trees and buildings within a distanceof 20 metersblocked about 20% of the sky although the southernhemispherewas clear. Therefore,the coefficients developedfor one site may not be the best-fit value for the other. This can be the main reasonfor the higher value of RMSE due to Merchiston dataset. 173 The second main reason that may contribute to the up-rise of RMSE may be due to the different geometry of the two test rooms. To enable an almost complete view of the sky hemisphere, Merchiston test room was built upon the roof of a 7- storey building within Merchiston campus. However, on the other hand it was afterwards found that the wind speed on the top of the building was so strong that the size of the test room had to be minimized so as to meet the safety requirements. The dimension of the Merchiston test room was therefore chosen as 2x2x2 Craighouse test room (3.0 x 2.4 x 2.5 m). have the some colour (colour internal reflection although of wood), the smaller Merchiston than that occurred within model developed based on Craighouse chance of prediction Therefore, 3 in , which was less than half of the size of the the Craighouse data to the Merchiston the internal surfaces of the two huts test room caused more significant test room. The application data was thus inevitably of the S-DPF subject to more error. The third possiblefactor that may contribute to the higher RMSE value of 67lux is the asymmetrical distribution of internal daylight due to light pipes. The S-DPFmodel assumesthat the internal illuminance distribution on a working plan below the light pipe diffuser is symmetricalto the difftiser centreand is a function of the vertical and total distancesof one point to the diffuser centre.From 30th October 2000 to 14thJanuary2001, a purposedmeasurementwas undertakenin Craighousetest room to test this assumption(seeSection5.6). Light pipes of four configurationswere tested,which were light pipe 0.21ra in diameter and 0.6m in length, 0.33m in diameterand 0.6m in length, 0.45m in diameterand 0.6m in length and 0.45m in diameterand 1.2min length. Unfortunately it was found that the test for the 0.2Im-diameter light pipe was faulty.due to the leakageof rainwater into the pipe. The rest of the testsproducedgood data and a sum of about 900 datapoints were obtained. Resultsare shown in Tables 8.2 and 8.3. Table 8.2 shows one day's data measuredfor the 0.33m-diameterlight pipe on 18'hDec 2000. It can be seenthat the standarddeviationsof the five measurements(one Magetron sensorwas found faulty) taken at different positions surroundingthe centrepoint of diffuser are averagedat a value of 86lux. For the 0.33mdiameterlight pipe, the averagedratio of the standarddeviationsto the averagedilluminance underneathlight pipe diffuser was found to be 14%.The correspondingfigures for the 0.45m-diameter light pipes 0.6m and 1.2min length were found to be 12% and 13%respectively(Table 8.3). Therefore 174 the asymmetricaldistribution of internal illuminance althoughnot very significant, has a substantial effect on the daylighting performanceof light pipe. It is worthy however to point out that in real applications,especiallyfor large rooms,usually a group of light pipes needto be installed to provide an even distribution of daylight within the space.For occasionswhere multi-light pipes are installed symmetrically to the room layout, the effect of asymmetricaldistribution of internal illuminancescan be reduced,and the predictionsgiven by S-DPFmodel tendsto be more accurate. 8.3 COMPARISON OF DPF MODELS AGAINST RESULTS DUE TO INDEPENDENT RESEARCHES In this section the performance of DPF models are evaluated by comparing it against other independent researchresults. The first comparisonis madewith the study carried out by Loncour et al [4] on behalf of Monodraught Ltd. Figures. 8.23 and 8.24 presenttheir findings that statethat: (a) the actual,measuredlight transmissionwithin straight run of pipe was 48% as comparedto 93% that was claimed by the manufacturer; (b) the diffuser had a loss of 44% of the incident energy;and (c) the straight-lengthenergyloss was found to be 29% with an extra 5% loss for pipejunction. Thus for eachmetre pipe-lengthwith a pipe-junction the loss would be 29 +5= 34%. This figure doesnot include the effect of loss due to diffuser. To comparethe DPF models againstthe findings by Loncour et al [41, the drop of the daylight penetrationfactor on one point in room due to the light pipe (with a 2-meter distancefrom the point to the diffuser centre),as a function of the length of light pipe tube (not including dome and diffuser) has been calculated.It is found that the per meter DPF drop dependson the solar altitude, sky clearness index and the aspectratio of light pipe tube. Ile averagevaluesof per meter DPF drop for 0.33m, 0.45m and 0.53m diameter light pipes are 0.42,0.34 and 0.29 respectively. 175 Mus the figures given by DPF model for 0.33-m pipe diameter are comparable to the results given by Loncour et al [4]. Note that the per cent drop of 42% includes the effect of energy loss through the diffuser and hence shows slightly higher figure than 34% for a comparable aspect ratio of 3.6 (pipe diameter 0.33m). Most scientific literature is basedon a more objective approachfor reporting energyloss in light pipes and that is to divorce from a per metre loss and insteadreport in terms of loss (or transmission)as a function of aspectratio (light pipe length to diameterratio). Sucha plot is shown in Fig. 8.25, produced by a Liverpool basedresearcher,Carter [5]. Note that Carter's loss factor of 60% for an aspectratio of 3.6 is higher thanNapier's result of 42% (averagefigure). Note that Carter's data are within close proximity to the study undertakenby Love et al (1995) in Canada.Carter has taken a figure of ±10% difference betweendatasetsas being acceptable.A point of ftirther note in Fig. 8.25 is that there can be variations (scatter)in the illuminance readings- internal as well as external.Figure 8.26 showsthat Carter's estimateof energyloss in a 30-degreebend is 20% [5]. This is very close to Napier-based measurementsthat were found to give this value as 21%. David Jenkins [6] undertook ftirther comparativework betweenNapier and Liverpool studiesand two suchplots are shown in Fig. 8.27. Once again this plot enablesvalidation of the DPF models. Figure 8.28 showsthe light transmissionplot of a light pipe. The point that is worthy of note here is that daylight is a very variable resource.Even at a one-minutefrequencythere is a significant change. This must be bome in mind whenevermeasurementsrelatedto light pipe performanceare undertaken. For short pipes DPF producessimilar resultsto thosefound by Shao[7] and Oakley et al [8]. Note that Oakley quotesDPF values of 0.48%, 0.38% and 0.18% respectivelyfor aspectratios of 2.1,4.6 and 8.4. The Napier DPF hasNOT beenevaluatedfor long pipes. Early indications basedon abbreviated analysissuggestthat a higher loss of energytakesplace within the entrancelength of the light pipe (see the shapeof the asymptoticcurve producedby Carter, Fig. 8.25). This is analogousto a well-known phenomenonwithin fluid flow in pipes. Figures 8.29 and 8.30 demonstratethis concept,i. e. two sourcesof energy loss are shown - entranceto the pipe and developing flow within the starting length. 176 At this stage it is difficult to explain this phenomenon for light flow but further research in this respect to comparethe performanceof longer light pipes againstthat of shorterpipes could lead to new discovery. 8.4 THE DESIGN TOOLS The proposedmodel S-DPF (Eq. 6.9) enablesthe prediction of the internal illuminancesthat are achievableby opal diffuser light pipes of various configurationsand under different sky conditions.As a set of guidelinesfor practical engineeringdesign,Tables 8.4 - 8.9 provide the internal illuminances at various distancesthat can be achievedby opal diffuser light pipes of varying geometrical configurationsoperatingunder a set of three weatherconditions for Kew, London [9]. The tablesalso cover a set of three seasonalvariations: summer,winter, and autumn and spring together. Basedon E-DPF (Eq. 6.11), it hasbeenfound that light pipe's daylight transmissionreduction factor due to the use of one 30-degreebend is around 0.2. This factor can be used as a simple guideline for elbowed light pipe design.It hasalso beennoted that the efficiency loss due to the introduction of bendsis a function of solar altitude, which meansthat for different weatherconditions and different times of the year, the actual transmissionreduction factor differs. The more sophisticatedmathematical model E-DPF (Eq. 6.11) should thereforebe applied wheremore accuratedesignfor elbowedlight pipes is required. To predict the achievableinternal illuminance by straight light pipes with flat diffusers, a multiplicative factor fD is used to obtain the internal illuminancesvaluesindicated in Tables 8.4 - 8.9. For elbowed light pipes with flat diffusers, combining the use of fo with the factor fl,,, =0.2 may be usedas a simpler guideline. However, by applying the fD to the resultsgiven by E-DPF model (Eq. 6.11) a more accurateperformanceassessment may be made. Additionally, within the Excel Visual Basic Application environment,lux plot [Courtesy:David Jenkins,Monodraught] that can visually describethe internal illuminance distribution due to light pipes has been constructed based on DPF models. The lux plot can be used by building or lighting designers 177 in both of their initial and final stages of design of light pipes. Figure 8.31 shows an example of such lux plot. 8.5 UmITATIONS OF THE DPF MODELS Any modelhasits own limitations;DPFmodelis not anexception.It is thereforeworthyhereto addressthe envelop of the S-DPF and E-DPF models,so as to guide the application of the models in real designs. S-DPF and E-DPF modelswere developedand validated using measurementson 17 different light pipes configurationsand measurementsettings.Sinceas the basis of the modelsthe measurementshave boundariesin various dimensions,it is believed that the DPF modelshave an envelopetoo. The envelopestipulatesthe condition under which a given model can perform with its accuracycoherentto the statistical evaluationof the model. The envelopof the DPF models is decidedby the boundariesof measurementconditions. However, in developingthe DPF models,empirical mathematicalformulae and physical reasoninghavebeenapplied, which fonris the basis on which DPF models can be expectedto work well in a broaderrangeof conditions. Table 8.10 showsthe measurementsettingsfor all performancemonitoring on the daylighting performanceof light pipes with opal diffuser. Geometrically,there are mainly five dimensionsof boundaries,which are the diameter,length, number of bendsof light pipes, and the vertical and total distances(seeFig. 8.32) betweena given point and the centreof a light pipe diffuser. On the other hand, the externalweathercondition producesother threeboundariesincluding the solar altitude (aj, sky clearnessindex (k,) and the global illuminance (E,g). According to Table 8.10 and the limitations of externalweatherconditions of ct, k, and Evp the envelop of the DPF models can be clarified, as shown in Table 8.11. The boundary of DPF models is constrainedby the facility availability of the project. However, the applicability of DPF modesis not only limited to the configurationsand external conditions given in Table 8.11. When there is an attemptto apply the DPF modelsto a broaderrangethat is beyond the boundarybeing given in Table 8.11, an estimatedresult that is of a right order is expectableand 178 achievable. But at the same time, it is also worthy here to clarify that the accuracy of the model, where it is applied to a condition that is out of the boundary,has not beenwell validated. 179 REFERENCES 1. Norman, R., Draper and Smith, H. (199 8) Applied Regression Analysis (Third Edition), WileyIntcrscience Publication, USA and Canada. 2. Muneer, T. (1997) Solar radiation & daylight modelsfor the energy efficient design ofbuildings, Architectural Press, Oxford 3. Swift, P. D. and Smith, G. B. (1995) Cylindrical mirror light pipes, Solar Energy Material and Solar Cells, 36(2), 159-168 4. Loncour, X., Schouwenaars,S., L'heureux, D., Soenen,S., Voordecker,P., Wouters,P. (2000) Performanceof the Monodraught systemsWindcatcherand Sunpipe,BBRI - Belgian Building ResearchInstitute 5. Carter,D. J. (2001) The Measuredand PredictedPerformanceof PassiveSolar Light Pipe Systems. Lighting Researchand Technology,34(l), 39-52 6. Muneer, T., Zhang, X. and Jenkins,D. (2002) Brief report on the performanceof Napier's Daylight PenetrationFactor (DPF) and its comparisonagainstother publishedwork, Report submittedto Training CompanyProgramMeeting 7. Shao,L. (1988) Mirror lightpipes: Daylighting performancein real buildings Lighting Researchand Technology,30 (1), 37 - 44 8. Oakley, G., Riffat, S. B. and Shao,L. (1999) Daylight performanceof lightpipes Proceedingsof the CIBSENational Conference,Harrogate,London, CharteredInstitution of Building ServicesEngineers, 159-174 9. Hunt, D. R. G. (1979) Availability ofdaylight, Building ResearchEstablishment,Watford 180 -Y,, ...................... .......................................... ............ Xi or Y,, Figure 8.1 A satisfactory residuals plot Yc -Y. Xi or Y,, 10 ............... ................. .......... ............. Yo (2) Yo (3) Figure 8.2 Examples of characteristics shown by unsatisfactory residuals behaviour 181 Figure 8.3 The residual plot of the difference between predicted and measured internal illuminances (Y-axis) versus predicted values (X-axis) for S-DPF model, Unit: lux 14000 12000 10000. 8000 6000 4000 Std. Dev = 28.31 2000 Mean = -2.3 ,N= 25723.00 Ei=L01ý1 >e ýo,-0 ý'oý, ý, ý, ýo ý, : 000 00 Figure 8.4 Histogram of data points of absolute error due to S-DPF model, Unit for X-axis: lux, Y-axis: number 182 Figure 8.5 The residual plot of the difference between predicted and measured internal illuminances (Y-axis, Unit: lux) versus solar altitude (X-axis, Unit: degree) for S-DPF model Figure 8.6 The residual plot of the difference between predicted and measured internal illuminances (Y-axis, Unit: lux) versus sky clearnessindex (X-axis) for S-DPF model 183 Figure 8.7 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.21m in diameter and 0.61m in length), Unit: lux 6UU - 250 -y0.9572X 0.9641 200 A, 150 100 - 50 0 0 50 100 150 200 250 30C Figure 8.8 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.21m in diameter and 1.22m in length), Unit: lux 184 r%r% m OUU y 1.0215x 600 -R0.8759 400 200 0 0 200 400 600 800 Figure 8.9 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.33m in diameter and 0.61m in length), Unit: lux 800 y=1.0426x 600 -W=0.8235 OP 400 200 - +IV' 0 0 200 400 600 800 Figure 8.10 Scatter plot of predicted internal illuminance (Y-axis) against measured internal illuminance (X-axis), (light pipe 0.33m in diameter and 1.22m in length), Unit: lux 185 -7r%r% I uu 600 500 400 300 200 100 0 100 0 200 300 400 500 600 700 Figure 8.11 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.45m in diameter and 0.61m in length), Unit: lux 1500 y=0.9987x R2= 0.8643 1200 4V 900 600 4. 4 300 0 0 300 600 900 1200 1500 Figure 8.12 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.45m in diameter and 1.22m in length), Unit: lux 186 1600 1200 800 400 0 0 1200 800 400 1600 Figure 8.13 Scatter plot of predicted internal illuminance against measured internal illuminance (light pipe 0.53m in diameter and 0.61m in length), Unit: lux 600 Y=1.1 199X 500 -W=0.9378 400 *+ + 300 200 -+ 100 00 100 200 300 400 500 600 Figure 8.14 Validation: scatter plot of measured (X-axis) internal illuminance versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky), Unit: lux 187 8( 40 20 0 -0 Z-u 4U bu öu Figure 8.15 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted in diameter data, heavy-overcast 0.21m (Merchiston due S-DPF (Y-axis) to and sky, model values 0.61m in length), unit: lux 100 80 -y2=0.9384x so -R=0.7203 40 - 20 -+ 0 0 20 40 60 80 100 Figure 8.16 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.21m in diameter and 1.22m,in length), unit: lux 188 Figure 8.17 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.33m in diameter and 0.61m in length), unit: lux Figure 8.18 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.33m in diameter and 1.22m in length), unit: lux 189 Figure 8.19 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.42m in diameter and 0.61m in length), unit: lux Figure 8.20 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, heavy-overcast sky, 0.42m in diameter and 1.22m in length), unit: lux 190 Figure 8.21 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted in diameter data, heavy-overcast 0.53m (Merchiston S-DPF due (Y-axis) to sky, and model values 0.61m in length), unit: lux Figure 8.22 Validation: scatter plot of measured internal illuminance (X-axis) versus predicted values (Y-axis) due to S-DPF model (Merchiston data, all weather), unit: lux 191 3.3 Optical efficiency The optical system can be split up into three parts: " The transparent top dome " The highly reflective aluminium ducts 9 The enddiffuser 3.3.1 The manufacturer stated performance of the aluminium ducts Light losses in the ducts amount to 8% per bend and 3% per meter of straight duct according to documentation (Data Sheet No. 1, Monodraught, 1999). The light transmission of the two installed systems can as a consequencebe calculated. To control these values the light level at the beginning and at the ending of Sunpipe 2 were measured, giving the real light transmission of the duct. Theoretical Sunpipe Measured Sunpipe 2 Sunpipe 2 Light transmission duct 74% 93% 48% Global light transmission 33% 42% 22% Table 3: Light transmission through the Sunpipe system For the calculationof the light transmissionof the global systemthe top domeandthe diffuser aretakeninto account. For the theoreticalvalues the normal light transmittancewere used properties(measuredat BBRI, resultsare given in Appendix A). Theseamountto about 50 % for the diffusersand for the top domes. Thesewere chosenbecausethey are typically the valuesthat about90'D/o would be included in product specifications(although not yet included in the product data sheet). luxmete Referenceluxmeter outside Figure 21: Determination of the hemispherical transmittance For the measuredvalue a test was performedto determinethe hemisphericaltransmittance(Figure 21) of the top dome and the diffuser. These amountto 56 % for the diffuser and 80 % for the top dome. In this particularcase,the useof the normalvalues insteadof the hemisphericalvalues doesnot lead to a different result. Renuirk: Thesemanufacturerspecifiedvaluesseemto be quite idealistic and lead to a performancethat is almost twice as good as the real performance.Again, more prudence in product specifications would be recommendable. Aonodraught- Final report November 2000 ISM 141 Loncour al by et 15 of report page Scanned of 8.23 copy Figure 192 3.3.2 Detailed analysis of light decrease in the aluminium duct To get a better insight in how the light flux diminishes in the duct, a detailed measurement campaign was set-up. The decreaseof light flux through the duct was determined by on-site measurementsin Sunpipe 2. The illuminance in the duct was measuredalong the length of the duct and comparedwith the referenceluxmeter outdoors, under an overscastsky. The set-up (Figure 22) is comparableto a daylight factor measurement.Figure 23 shows how much light is left at every point of the duct with respectto the duct entrance. The effect of the direct view of the sky can be determined. As can be seen it decreasesvery quickly from 0.0M %to 100 I %after I only meter. ---(),25m 50ni __V, Flu\ýctcr inside Sunpipe 0,75m ----------- --- ReferenceILLxmctLroutside 44553WIM 1. . 7" In L. I j, ------------'Jk( - ------ 4- The remainder of the light is the interrcflected part, which increases steeply in the beginning of the duct and after 0.75 rn decreases slowly with the absorption of light by the duct. An extra light loss of about 5% is noticed between 1.25 and 1.5 rn, right at the point where two junctions were made. The average decreaseper meter of duct, basedon the values where the direct part is almost completely gone (starting from 75 cm), Is in this case 29 %, meaning that we have a light transmission per meter of 71 %. This is a lot worse than the stated 3% per meter. a '10 Figure 22: Measurement of light decreAse in Sunpipe 100% fý wt k" atmýM 1.~ 70% 60% 5os -1 30% . 20% 10% . os 05 0 1 1.5 LeNth i theoretical -- 2 2.5 (-) measured relative - direct part - reflected part! Figure 23: Light decrease along the length of the Sunpipe L%nodraugM- Final report November 2000 16/48 141 Loncour al by et 16 of report Figure 8.24 Scanned copy of page 193 IM - 90 80 70 60 50 eu ui 40 30 20 ------- ............... 10 0 0123456789 10 Aspect rallo Figure 5 (a) Graph of pipe efficiency against aspect ratio. (b) Graph of pipe efficiency against aspect ratio Figure 8.25 Scanned copy of Figure 5 of Carter [51 120 100 80 60 40 20 0 0 20 60 40 100 so Bond angle Figure 6 Graph of efficiency against bend angle for bend length equal to pipe diameter Figure 8.26 Scanned copy of Figure 6 of Carter [51 194 Comparisons of predictions and measurements for 330mm Sunpipe, 0.6m in length, 10/8/99 University of Liverpool results for Eh range 9900-52200lx Predicted corresponding to external luxes recorded in experiment 350 300 250 hL 200 z 150 1A, 100 p 50 L 11 120 13 0 125 Comparisons of predictions 135 Time of day, h 14ýO 145 150 and measurements for 330mm Sunpipe, 0.6m in length, 2917/99 500 450 , mý a. a M. a 3, Z. 400 350 300 -4 250 E 200 ISO University of Liverpool results for Eh range 57825-102825lx 100 50 AS -- Predicted corresponding to external luxes recorded in experiment 0 12.5 13 13.5 14 Tlý 14.5 15 155 of day, h Figure 8.27 Comparative plots showing close conformance between Liverpool Napier's DPF model estimates measurements and 195 100000 ............ ioooo 1ON 100 10 'b 4ý1 '5 '5 (P A 'b Q11, z" 134 Q0 cqý co (Zý zq e 't, Nczý "3 'b ý- -IS 'b 10 113 :.5 C) "A '5 NQ, Figure 8.28 Plot showing measured external and internal illuminance lux NIZ, 4S NIS NO AAA NI: at Napier University, IN ýN unit: FIGURE 8.25 Entrance [Iow conditions and loss coefficient (Refs. 28. -19). (a) Reentrant. K, OX (b) Sharped cdged, K, - 0.5, wi Sll(-,Iitl I rounded. K, -7 0.2 (see Fig. 8.27). (d) Well rounded, K, = 0.04 (see Fig. 9.27). Figure 8.29 Loss of flow energy at entrance to a conduit 196 Figure 8.30 Loss of flow energy during the 'starting-length' within the conduit Lý] File Edit View Insert FQrmat Jools Data Window Help X Gb lftl 43 10 ,w wBz 11 IF IF aMW%, 70% *68;'8 1iF i.ir -ý Figure 8.31 An example of lux plot ICourtesy: David Jenkins, Monodraught] ! ). .&ý Figure 8.32 An illustration of "vertical" distance H, and "total" distances D used in DPF model 198 (01% 'Ei 2A ýD - - \tD (=) rýc rn 00 cq C, cq rn ý,0 rn kn rn rn x >Z < "0 r- rq rn 0 <D vi 10 Ici pe AA=, cl E 42 Kr) cý rc; rcý 00 cý C% 0% c; c5 2 2 ýZID Icýri 'lý CD -N lý CD NZ -d C) - 'C '0 "C MJ 0 "C 'CJ r. = Z' "Ci "C "c "Ci 00 cý cn le CD "CD "0 cý cý clý 1:ý cý CD CD 0 CD r- -5 5 Eý -5 --r, CZ g'. r. ýa -ciýE3 2 Ei VIEi Ei E rn rn n ý 11 lý `I: v-) C) 0 C:) (D Rý :4.9 2 Rý.Eý L . gz .! im. ný $Z n. 5 A.- ý5Z ý5 15Z .: . 00 - u E- cq r, ) lu u zr V) &) iL) %M r(D (D vlý \.0 r- Table 8.2 Sample data of Internal illuminance 2000) Date Time Sl (LUX) S2 (LUX) distribution S3 (LUX) (0.33m-diameter S4 (LUX) light pipe, 18th Dec S6 (LUX) Average lux SDV, lux 18-Dec-00 9: 22: 12 119 82 82 84 110 95 18 18-Dec-00 9: 23: 12 127 88 86 92 120 103 19 18-Dec-00 9: 24: 12 138 93 91 100 127 110 21 18-Dec-00 9: 25: 12 144 100 98 106 132 116 21 1B-Dec-00 9: 26: 12 148 104 101 113 138 121 21 1B-Dec-00 9: 27: 12 151 106 106 118 140 124 21 18-Dec-00 9: 28: 12 155 ill 110 116 139 126 20 18-Dec-00 9: 29: 12 156 115 115 109 135 126 19 18-Dec-00 9: 30: 12 155 115 115 108 137 126 20 18-Dec-00 9: 31: 12 155 114 109 113 142 127 21 18-Dec-00 9: 32: 12 161 113 109 115 141 128 22 18-Dec-00 9: 33: 12 167 120 117 116 142 132 22 18-Dec-00 9: 34: 12 174 130 125 124 150 141 21 18-Dec-00 9: 35: 12 183 135 130 134 162 149 23 18-Dec-00 9: 36: 12 194 139 135 137 171 155 26 18-Dec-00 9: 37: 12 204 145 144 143 177 163 27 18-Dec-00 9: 38: 12 213 152 145 157 184 170 28 18-Dec-00 9: 39: 12 224 156 149 168 193 178 31 18-Dec-00 9: 40: 12 239 165 158 174 206 188 34 18-Dec-00 9: 41: 12 255 177 171 189 225 203 36 18-Dec-00 9: 42: 12 272 191 186 211 245 221 37 18-Dec-00 9: 43: 12 292 208 203 230 260 239 37 18-Dec-00 9: 44: 12 306 221 221 250 275 255 37 18-Dec-00 9: 45: 12 320 234 238 270 293 271 37 18-Dec-00 9: 46: 12 336 245 251 280 305 283 38 18-Dec-00 9: 47: 12 350 255 258 290 322 295 41 18-Dec-00 9: 48: 12 370 264 263 305 337 308 47 18-Dec-00 9: 49: 12 391 281 279 315 344 322 47 18-Dec-00 9: 50: 12 410 304 303 329 360 341 45 18-Dec-00 9: 51: 12 422 317 321 362 391 363 45 18-Dec-00 9: 52: 12 443 331 340 404 422 388 50 18-Dec-00 9: 53: 12 463 345 361 433 447 410 53 18-Dec-00 9: 54: 12 490 363 379 447 468 429 56 18-Dec-00 9: 55: 12 524 389 394 444 473 445 57 18-Dec-00 9: 56: 12 545 415 407 435 468 454 56 18-Dec-00 9: 57: 12 547 424 415 438 477 460 54 18-Dec-00 9: 58: 12 554 418 413 453 494 466 59 18-Dec-00 9: 59: 12 561 411 415 470 505 472 63 18-Dec-00 10: 00: 12 568 422 434 489 518 486 60 18-Dec-00 10: 01: 12 582 438 453 507 533 503 59 18-Dec-00 10: 02: 12 600 447 466 517 549 516 62 18-Dec-00 10: 03: 12 609 451 469 521 560 522 65 18-Dec-00 10: 04: 12 609 449 463 523 565 522 67 18-Dec-00 10: 05: 12 614 446 457 525 571 523 72 18-Dec-00 10: 06: 12 629 449 455 534 580 529 78 18-Dec-00 10: 07: 12 640 457 460 553 594 541 81 18-Dec-00 10: 08: 12 653 469 476 590 619 561 84 200 Table 8.3 Summary of the Internal illuminance distribution test results (Craighouse test room) Diameter, m Length, M Averaged Standard Deviation, lux Averaged Internal Illuminance, lux 0.33 0.45 0.45 0.6 0.6 1.2 80 48 63 603 389 495 Ratio betweenStandard Deviation and internal illuminance, % 13% 12% T 13% 201 CIA 2 rq "CJ e CD V) e rq r4 - CD (D 0 CD 0 tA vi rn 0., CD ýo W) C> ;ý cli 00 (11 rn - CD V) CD CD vi 0 C> vi 11 0 "' :: > CD <" \O r- ,:V')> CN ýQ le rq V') r) "000 E rn CD In c> vý v"ý C) 11 11 r-i rq 1- 'Q 'e 11 "1, `1, , r"U r, 1 - 5 e 12 . '. 12 00 - - 4. 0 CL ? , vi - 1 C> ci 00 le v-i 0 0 V-ý CD V) V) vi E = - CD CD kr) V'l CD CD CD CD C> CD c-i \m oo c> cý vi (Z rn rq CD (Z (Z vlý vi 10 (1) 00 Ilt rq (Z - CD - 00 r, 1 - CD v) 2 Ir rq C,4 - CD IT 0I "CJ11i t- CD CD kn (D vi vi -e rn r4 v) rq %Z - .0 CD kn CD CD kn kn 0 CD 00 *0 trý le kn rn r, c> 0 00 cýI r, 4 - C> vi IZ rn 0 (11 - Ei - Z e.) vý CD CD vl oý, cý -0 rn kn vi c> r- V) (Z Wý CD V) %M C> CD rn C> 0 (Z \ýo VI 00 t ýt i rq i VI i fli i - ýt clý - vý 0 00 le - (Z r- cý le cý \,O - V'l (n rn cý 00 V') V) rn C> rq rl i - CD CD - "Ci 11 e -zj - vl "CJ (N 0 N . r. 0 4.1 en (U rn CD V) vi 11 11 Cq -e * ýý cý c5 cý ýo rn %Z rq vi , c-i cý 0 r- ' 00 , ýz C> r14 c2 0 ri V) cý rn ýo rn -2 ' vi - kn 0 r, ) rq CD V'l rq - - r- C,1 VI rn e 0 , CD ýt <=> vlý CD 0 (D c CD CD CD -0- ý_o "CJ u r) rn cl) - ýa1 V) - - CD - V) ce Z- l - c> i 'n 111 Irl l',', Irl CD 11 0 "0 - ol o ýo rn vi V) n 0 r1) rq Cý, c: > C> (D =ý CD rq V). V') V') v»i v', rn (q - 1 Irl CD ý -e> = 't - CD vi c> V-ý vi V-ý V-ý tn vi tA CD vi 00 e 00 ýt rq e rq - r-i - - - - (r) vi 10 Ici . 9: 2. e u 9 t.. m U ce E- > 0 > 9 u ý. ,U 2 > 0 4 > u > o t) 4, 0 2 m A D , 4, e e ý m m cu > > ý r. u t u 0 ü . U P. C > U im. CD > U. P'L'3, > > CD o CD u 'im.CD 0. 0. Cd ce 'i I: ý2 CD =i C: ) c:, CD 22 CN C> CD CD ll)ýo C: ) rn - .c, rn cli I , 7: 1 kn C) trl ýo til, - - 0 In tn en tn rl) C14 rn r- r- kn - E n rWl (= C) W-) tn r- C) (= tn C> -1 en C*4 ell C,4 - tn IT Rzr W) m C> t) c) r, - - ýT m N M r4 CN tn -'ý -e- llý 9- - - - 0 0 M 0 V-1 C> W) (:::, ir) CD C14 rq N - N o 00 0 ýo W-1 kf) V') "It C> I IT C) M C) 'T C) en 00 o %, 1.0 IT 1-n 1: C) Cli N C> tt*)rqC) W) C14 ti) C> ýt 1 Cý> cl) en C) rn - ltý I- 00 - 00 ýo 00 "o 'IT IC W'Trf) "It M Cq 4. 0 Q) 'a C'4 0 kr) C'4 N 0 N te) - 0 tn C-4 - c) - kn - o - 5 r- 0 .0 11 u r "o . C, 11) tn - n n 2 2 2 2 1111 " tn tn tf) C) o :r m - 1 I -= c> c:, %n -10 in tn tr) tn C) VI C> tn C-4 en C,4 - eq V') V') VI vi tn V') tf) 0M = C) E5 1 cd m (= 0 11 11 W) %0 tn tn C) C) C) vi M "t rn 0 C'4 C*4 N "a r) vi tn tn tn v ýC- - tr) tn - - - - tn co V') VI vi W) tn kl-j C13 C) E (D eq Cq - - - - - - Irl 11) trl Irl W) V') tn V) 10 0 al > 0 ti 0 .4 C) C) \0 (D > 0 cts t: , M Cý in M > .2 0 m C* (D > Q) > > t: C': cli 2 (U > $ý cl > 0 ol 1) >. M .2 t: 'd C4 Cl > > 0 1U 12ý0 U a, 10 ul pýl o UI P. 10 C) ý2 C) ýr C14 C) C> C, en IC en E Eý Cýl N C) ý10 kn 00 - 0 C> m 00 00 'IT trl C) 11 t- I- C14 C) ,a 5 11 - 0 (n W) 0 It :3 I- 7, e- C) -60- "o I tfl ýn 0 Q) 0 tri 0ý r- (ý (1) I 5f . cli C's I -9- I C> rý cqs - 0 'n (n rq W) l (14 en rn - o 0 W) = C, %C 0 ff) t- 0 CD V-) 0 0 In IT 0 ti, Irl CN tn kil kn C'4 - - 0 14'T V-) 0 00 0 0 r- 0 01, C4 - I I I I I = r - 00 W') CD 0 r') - C14 cl) 0 0 C) " CD tn en t- tf .I -T N tt .I ýo In C14 -tT - I I "0 - C14 en 00 'IT I 0C:, - - -I- (= clý - t6l 0 ,IV m 4 C. eq C) 00 tn 00w)00 00 "V Q C: ) 110 0 M C: ) (D C*, tn V'I rn 0 "1 , '1', I I 110 00 'IT - 00 - - Clq 0 Z: . c 0 C) 0 (=) ('4 Lrl "T 0 'o o 0 :t 0 ýo 0 tn CN - o a, 00 Vn - 1 - Ilzr <71, ýo (14 ,N C,4 W) C14 "r Cý 0 en C) r'IT - 11 'o 1 VI VI ýr - C) C) E r-L ý= CD - o cl o V-) ýo 'IT 00 <D cq en IC (14 .Zr 00 "tý ý:, 00 - 101 =(= cq V) I 11 r- W) 0 Cý tn C* ýa . 0 it') en C14 ý= r, C14 - 00 ýc 'IT - M - I 9 t4l) W) 'IT C11 C-4 - C'j r) - tn - - 2 cl ti 0 M 10 C) cf) M ý,o C,4 - Eý'In 0 r-- - 0 0 C7, ýo (= N - ýr ý:: c, 11 - 11 tri en (14 'IT C11 - CONkn en "o C) kn Nr C) t'll 00 C14 C> (0 M N C) - W) V) 0 in tn 0 m ýo cq C14 'IT cli III 1 til cl tn cq en (11 kr,Irl 11) 11r, u 0 E0 E C) C14 11 ý 11 -9 - liz -41) C) tn <ý W) rn - rn "T Cl ýr kf-) -41 C> Cý W) M 11 4 _ 0 C, C) r- + - rtý ,-11 1 0 - 1 o0.00C,4 _j - - - u > ? ctl m L) cd C, U C) U > 0 U5 ca 8 ;ý Ll i m t's , oc, ý 0 > 0 tn - kn kn C) tn w cl u W U > a) > (? rp cts u w cl 03 L) as L) cl m ,ý in 'n C13 u > 0 cli cl u pm, ý U) 0> 0> 0> 0>0 ýE0>0 pP PC . ý C) C) in -ry) -En -EA Cd Cd In ID 1, w > C, - - .... -w -W 0 '41 C) C) C, C> 0> .0 N N 11 wl 0 W, 'r, C) tn ýo 'IT N rn tf) - rm ýo ell tn vi kn C) CD kri C) = (%1 0 rn - 0 " 0 - 'IT 110 C) C% en Ln vi N ýo 00 - C, V) CD - (= 11) kt) C) 11 C% tn tt) rn ýo CD 'IT r- Ch eq tri tn C,4 ttl 11 r- Cý vi "T "tv Cý4 C7%eq 1 CL .7 m en r- C) ao - C) C\ W') W) C) r- ON C14 CD C14 CN It \0 rN oo m (D (0 tr) C) 'IT C) V) IýT C) 'T Nr rl) kn W) C) cDce) W,-t,- = 'o 2 C', Ln 0 r- W) W) V) vi C) C4 c ýzr cq (w) (14 C-4 'D M tn CD CD ttl ý 7' 4 kn --I- *-r,"'. "I'"D"'"' Cý ý,c V') o \0 C) CD VII C11 tn 0 kn 00 It 0 m m 0 0 cq 0 tn cq 00 t4l) C) VI CD W) t- C) C% ýo N kf) C) tn 0 0 ON 110 en I-- C) tn til C14 ý= C:, m C) kf) vi M V'l C, VI C) cq tr- Cj en rm en C) C) C)W) 0 vi tn >)-9- lu1100 W) C14 ý-c *11, N 'IT rl) 0 Cý(oC>ON Cý R - C) 'IT eq - C) r- C) C) ýc - \.O t1r) C4 rcli en r4 - V, C> W) 00 til M W) -T (14 "T "o r. -0 cl 0 0 C. I. 11 "al - - rn cf) m4 tn - 0 In - 00 'T c) C) W)tf) \o 0 \0 - C, C= 0 rn 11 E C) 11 V-) V- C) c) 'T en CD IC (ýý in V, ) tn 00 C) kn M (D cn m C14 - - V-1 re) 0 110 N CD tn ýc 0 00 tn - C> C) 0 kn 0 0 rl) - rn ell I o c, tn 0 o c, '4Zt 00 W) Do kn en ýo C) C) 0 00 zT W) C14 1: 1 CD 00 kr) r) U w en, N, C,4 <D o c, - - - a VI . . . . . . U r- It ýo IT C14 'T 0 -W)0 kf) CD C14 - cq - C) - 40. I- 0 C) ý,c - - tf) 0 t4l) kn 0 o ::, %ýo rn kn rn N m " kn :, - 12 Iý I" " c, r1l - - - Itz "0 03 lu > w 0 C', U .2 cd 0 a) 6 u lpýl o 0 V3 m cl 0 U > cts G) >. (1) > CU > t: L, 'd 19 C" o c* 4, > 0 v 4ý > U 0 10 C) \.o ý2 Cd C14 CIS 0) o U (U > C's cl 0 ' o 0 im. 1 C) C) cn en > 0 I 110 CD cli 0 rl- "C3 0 V'i 0 'r, ON tn 'r, en \X) 'IT t", 'IT r- - en tn en C14 zT C14 'r, Cý' 'r, w \0 en ('I 0. X El m It) C) zl' In C'4 - C) 00 - - o c) lzr - c) C) C) V'I tn (=, C> C) \0 \0 C14 It - rf) N - C14 - oI r- vi 't o m (ý In - C) C) 'IT 00 W) M C> VI) 00 - CN - kn 'r, W) t/l tn - CN \0 ýo c, 0 0 r- tn (01, I "r C14 V') kn V') en V IV (. I 0 11 I'll In. o cq 7 1 Cý -9- 10 11 1 cý ell I I C) C) vi o t'l t) cq m C14 en C14 I I I I I tr) - I o - c) C) C-4 I I CD V -) 0 ý - C, tr) wl tn vl C> C) C) Cý VI) (ý W) C> (0 (= tf) Cl) C', cn C', 00 %lo 1 rq o 1 -1 00 kn N kr) - It C> C) CN \C C) C) tn I in tr) c) C) In C) 1=1 ""I C: l 'In kr, "r en kn en C14 m cq V) Wl In Wl "r) tf) \c :r r- (3.) I I 'r, 41 0 (:D C. c) kl') kjj C-4 - C> - kn - cD - c> - c) - - C) C) kil) C) in tf) V-1 o 1-n C) M CN - N - - - - Ln - it) (=) CD t4r) 0 11) 0 C> - .4 11 C, 9.1 0 "tj N -e- 10 oIV') Oo V') cn V, ) en cq C's r) CD tn 11 11 as - kn tn kn 0 0 0 0 t-- It r- 'IT M tr) M C-4 rn N - N - - W) - W) In tn W) V1 tn tri kn kf) V') Ln V) tf) tn (ý kf) C) tn 0 - kn krl 11) Irl 11) 11) 1,1, Irl Ir, I, ) tl, V-) kf) tn tf) kn 11) kn kn W) if) V11 U ei Ei -11 " rZ C,4 kn vi - - u cl C-4 (=) u. 11 11 kn W) V) 0 'jý ý -e- '0 rl) cq - C13 u > > P-4 0 <li m ce 8- C) CD "r. ý -E E tn W) 0 Cq - - 0 - m u cc Q cl U) Cd V, > cl > m > m > I? U. "I (? u "' 0 u " 0 ., m m as Cd > > m 0> cl 0 P. POL! P. C) C> 2-2 ": r C14 c: l en kn kn cl M) > 'I u "' 0 C's cl PC,., ,0 cli E C4 5 0 r- CD - rl 00 r13 CD vi 00 ri CD (D kr) kr) V) r_ %0 (n rn ýc tf) CD r, ) CD rn oo CD -e cq 0 ýo 4n vi 00 - rq C> 0 CD CD ki) l'n 00 CD V') r4) c-i 00 V') zr r) CD trcý cq 2 Ch V') - <=> 10 rn - CD 5 D 2 11 r) . X . vl (D e c> vi oo in ce C> ICJ rq - 92» - CD rq > "0 1 CD (D rn rAe - V) 0 ýt e e kn kn \C - - ý 10 . C> (D t CD - (n - (DO ýt kn V) ým rn CD cý - CD cq V'l "0 tf) rn 41) CD vi 00 V') rq CD CD m rq CD VI e rn C, 4 e r-1 rý V) vl cý 1vi - 1.0 rn 00 %M ýc rn e C> t) oo rq kn (= CD V) vi CD CD C> CD O\ ýo CD kn - 0 'In V r, ) CD CD m rn CD vi ýt CD rn V) "0 vi C> CD CD vi rei rq vi rn - kn Cl, - rn CD rg ID e r, 1 CD CD er) C> CD CD kn 11 rq r, 1 CD V) rq rn kn oo - ci CD 1. n - vl V) vi cý CD rn - V) mt CD tf) - - C, 1 - , "0 r. "U - \. O ýt "0 75 m lt i r, ) 11 CD 11 -e- 'Im c:> cý Z Pý v' t L-- vli CD V) V) CD 0 0 ro) (Z r- rn cq - N CD v) vi v) - t- v) c V) - Cý 4n CD - ci ý -0- IZJ C> n n r,V, n 00 ýt CD V) - 00 - e ýo t, 1 rn ýt r, 1 rq - Ln CD (D \M t N - [Z) 0 rl (14 kf) rn rq r-ý Kri wi ýt r, 1 kn CD CD fl) r*4 V) V) (A vi V) V -1 kn vý 'n tr) tf) (Z) vi e CD V) rn 00 kn V) V) CD vi CD . 0 rq ýr 1 1 kr) "CJ 2 C> CD vý 0 - - - v .ý vl 0 0 , CD vi CD - - - (, q (2 vi 0 - 10 w 0. 44 > ce .0 0 E-4 (L) j m cu > cu > re 0 cu > cu ce > tu > m m 0 u 0 2 %.9 2 u , 0 u ' 0 ce (U > > > U c r, C» 4'. O L) '. (D u p. 0 P. CD c iz. ' C:) c> ýc rr2 22 CD CD CD (Z CD ým rn rn - Table 8.10 Measurement Settings Diameter Length 21 21 33 33 45 45 53 53 21 21 33 33 33 33 33 33 53 61 121 61 121 61 121 61 121 61 61 61 61 61 61 61 61 61 Bendsno. Vertical distance,cm Total distance,cm Maximum value Total distance,cm Minimum value 225 233 188 193 217 180 220 186 167 219 159 192 151 140 130 158 144 119 122 98 107 166 107 168 118 124 122 94 120 85 83 87 131 102 101 102 98 107 163 102 168 93 120 114 90 120 84 72 83 102 92 0 0 0 0 0 0 0 0 1 2 1 2 3 3 4 4 1 Table 8.11 Envelop for DPF models Boundary Unit Minimum Maximum Diameter CM 21 53 oftube Vertical distance Total distance CM 61 120 Cm 70 170 CM 80 230 Length Bend no. 0 4 a Degree 15 57 k, E, 0.01 0.86 Lux 1270 97270 208 9. CONCLUSIONS AND FURTHER WORK The presentresearchset out to meet specific objective, iternisedin Chapter 1. The overall aim of the researchwas to provide a generalmathematicalmodel for the prediction of light pipe daylighting performance.Basedon two years' measurementson the daylighting performanceof light pipes, large and reliable databaseswere obtainedwhich enabledthe mathematicalmodelling. Theseprocedureshad previously not beencarried out. The key points concludedthroughout the researchare now presentedin turn. Two years' dataon light pipe daylighting performanceunder all weatherconditions were measured.The datawere measuredon a minute-by-minutebasisand provided detailed information on the performanceand configurationsof light pipes, weatherconditions and the arrangementof sensorsduring the tests.The databaseenabledthe opportunity to conduct the aimed mathematicalmodelling on light pipe. Moreover, this information haspreviously been unavailableand can be usedby engineers,architectsand researchersalike as a foundation for further study on light pipes. ii. In an attempt to establisha mathematicalmodel for light pipe daylighting performance An analysisof independentvariableswas conductedto identify the factor exerting assessment. the most significant influence on the performanceof light pipes. It was found that the daylighting performanceof light pipes is affectedby light pipe configuration factors, external weatherconditions and the position of the point of interest.Light pipe configuration factors include the aspectratio and sectionareaof light pipe tube, the reflectanceof the internal surfaceof light pipe tube, number of bends,degreeof bend and types of light pipe dome and diffuser. External weathercondition includes global horizontal illuminance, solar attitude and sky clearnessindex. The performanceof light pipe was also found affectedby the vertical and horizontal distancesbetweenthe point of interestand the centreof the light pipe diffuser. Therefore,proposedmathematicalmodel were reportedas a function of above-mentioned factors. 209 Light pipes are daylighting devices that utilise both sunlight and skylight. This is in contrast to traditional daylighting devices such as windows, which owing to their design and orientation limitations utilise only sky-diffuse and reflected illuminance. Therefore, a new concept of Daylight Penetration Factor (DPF) has been introduced in present research to specify the performance of light pipes. DPF is the ratio of the internal illuminance to the corresponding total external illuminance at a given point. The introduction of DPF into daylighting research enables the performance comparison between innovative and traditional daylighting devices. iv. Two mathematical models, S-DPF for straight light pipes and E-DPF for elbowed light pipes have been built to assessthe performance of straight light pipes and elbowed light pipes. Compared to S-DPF model, E-DPF model uses an extra term to account for the effects of light pipe bend. The term is a function of bends number N, and when N is given the value of 0, EDPF collapses to the exact form of S-DPF. S-DPF and E-DPF models predict the internal illuminances due to light pipes under all weather conditions. Since the DPF models use non site-specific information for light pipe performance assessment, it is considered to be world wide applicable. The DPF models were incorporated into Excel spreadsheets that facilitate the use of the DPF models. The DPF models are based on physical analysis of the working mechanism of light pipes and are adjustable by changing the value of coefficients employed in the model. The DPF model method therefore provides a flexible framework that enables a sustainable development of the mathematical modelling of light pipe daylighting performance. By carrying out more measurement, fitting and validation procedures that were developed in present research, the accuracy of the DPF models can be continuously improved. V. In addition to traditional error evaluation techniques,i. e. MBE and RMSE, PAD, slope of best-fit trend line, coefficient of determination,a statistical residualanalysiswas also conductedto further investigatethe robustnessof the proposedmodels. The DPF models were further validated using independentdata set, and comparedto resultsgiven by independent researchesin the field. Good agreementshavebeenreachedbetweenpresentfindings and results given by other researchbodies.The validation of the DPF modelsusing independent 210 data shows that the models can predict the performance of light pipes under all weather conditions with a good accuracy. vi. It was found that the type of light pipe diffuser heavily affects the daylighting perforinanceof light pipes. Comparisonbetweenlight pipes with opal and clearsdiffuser showedthat the amount of light delivered by the latter one was significantly more than that by the former one. This is due to the improved transparencyof the diffuser, which allows a better daylight penetrationinto internal space.However, it is also found that although the penetrationof daylight is improved by using clear diffusers, the internal distribution of the penetrated daylight is lessuniform than that due to opal diffuse light pipes. This shortcomingbecomes apparentwhen the external illuminance is high (higher than 30klux), that is certainpattern of "pools of light" can be observedwithin interior spacedue to the unsymmetricaldistribution of daylight. DPF models given in presentresearchwere developedfor opal diffuse light pipes. A Diffuser Factor (fD) hasbeen introducedto link the DPF modelsto the performanceof clear diffuser light pipes. vii. Practical engineeringdesigntool have beenproducedbasedon DPF models.The guideline takesthe form of six designtablesthat provide the internal illuminances that can be achieved by opal diffuser light pipes of varying geometricalconfigurationsoperatingunder typical London weatherconditions.By applying an efficiency-loss factor of 0.2, the guideline can be adaptedto aid the designof elbowed light pipe. Additionally, within the Excel Visual Basic Application environment,lux plot that can visually describethe internal illuminance distribution due to light pipes hasbeenconstructedbasedon DPF models.The lux plot [Courtesy:David Jenkins,Monodraught] canbe usedby building or lighting designersin both of their initial and final stagesof designof light pipes. The application of the lux plot in the initial stageof designgives a generalpicture of how many and what kinds of light pipes are neededfor a certain designpurpose.While the application of the lux plot at the final stageof designhelps to tune the designand provide a crosscheck. 211 viii. A new anisotropicmodel to correct diffuse irradiancemeasuredby shadowbandhasbeen developed.This method is basedon the use of a single diffuse radiancedistribution index, b. Clearnessindex, k, is usedasa parameterto determinethe value of b, and b is thenusedto obtain the correction factor to accountfor the diffuse irradianceobscuredby shadowband. The proposedmethodis validatedusing databasesfrom siteswith disparatesky conditions. The Drummond's isotropic method,which is basedsolely on geometriccalculation,is comparedagainstthe proposedmethodthat usesan anisotropicradiancedistribution. Results show that for the caseof Bracknell, Englandthe RMSE, MBE and PAD of correcteddiffuse irradianceobtainedusing the proposedmethodare 12W/m2,-0.7 W/m2and 3% respectively. CorrespondingRMSE, MBE and PAD due to Drummond's method are 16 W/M2,-5.6 W/mý and 4% respectively.For the caseof Beer Sheva,Israel, the proposedmodel producesan RMSE of 17 W/m2,an MBE of Mrný and a PAD of 5%. The correspondingfigures for Drummond's method are23 W/m2,-5W/M2and 7% respectively. ix. The S-DPF model assumesthat the internal illuminance distribution on a working plan below the light pipe diffuser is symmetricalto the diffuser centreand is a function of the vertical and total distancesof one point to the diffuser centre.A purposedmeasurementwas undertakenin Craighousetest room to test this assumption(Section 5.6). It was found that the asymmetrical distribution of internal illuminance althoughnot very significant, has a substantialeffect on the daylighting performanceof light pipe. It is worthy however to point out that in real applications,especiallyfor large rooms, usually a group of light pipes needto be installed to provide an even distribution of daylight within the space.For occasionswhere multi-light pipes were installed symmetrically to the room layout, the effect of asymmetricaldistribution of internal illuminancescan be reduced,and the predictionsgiven by S-DPFmodel tendsto be more accurate. In order that future researchfollow in a logical mannerfrom the presentwork, some suggestionsfor possible work arepresentedherein. 212 A 3-D light pipe DPF model The DPF models predict the daylighting performance of light pipes based on a validated observation that the internal distribution of daylighting due to light pipes is approximately symmetrical to the axis of light pipe tube. This can however, be pointed out as a weak link in the chain of calculating the performance of light pipe system. DPF models predict not only the daylight transmittance of light pipe system, but also the internal illuminance level at given points. The linkage between above two functions of DPF models is the method of describing internal illuminance distribution. It has been found that the internal distribution of daylight due to light pipe is not always strictly symmetrical to the axis of light pipe tube. The deviation of the internal illuminances for points at different positions but having the same distances to the light pipe diffuser centre can be as high as 15%. This implies that the unsymmetrical internal illuminance distribution may be a major factor causing system bias of the DPF models. It is therefore suggested that more geometrical factors that describes the relative position of a given point to light pipe diffuser should be included into the DPF models, so as to take into account the effect of unsymmetrical internal illuminance distribution. One proposal that may be adopted would be to establish a 3-D coordinate system that can describe the geometrical relationship between the sun's position (soIar altitude and azimuth), the light pipe tube's position and a given point's position. Once the 3-D DPF model that incorporates abovementioned additional geometrical factors is constructed, further measurements on the internal illuminance distribution should be undertaken and the data obtained can then be used to determinethe formal form of the 3-1) DPF model. After that, consideringpractical issuessuch as capital and manpowerlimitations, experimentscannotbe usedto enumerateall possible casesof light pipe applications,computer aideddesigntool suchas CAD or simulation packagelike Matlab may be usedto build an computationalmodel so asto extrapolatethe 3-D DPF model. A general standard for evaluating traditional and innovative daylighting devices Daylight factor hasbeen acceptedas an industry standardfor window design.Windows are traditional daylighting device,but owing to their designand orientation limitations utilise only sky-diffuse and reflected illuminance. As a comparison,innovative daylighting devicessuch 213 devices, daylighting both for innovative light However, to utilise sunlight and skylight. as pipe date no general method is available to assesstheir daylighting performance. Based on the concept of light pipe daylight penetration factor, DPF, a reference method may be adopted for an agreed standard to assessall daylighting devices. In this respect the author would like to propose new tasks that may be included for further work. The first task is to design a method by be illuminance (L-FoM) Figure Merit Pipe Light that the achieved of would ratio of of a dimensions. due light illuminance light "reference" to to of prescribed a pipe given pipe any The second task is to design a Light Pipe to Window Figure of Merit (LW-FoM) that would be the ratio of illuminance achieved by any light pipe to illuminance due to a "reference" window of prescribed dimensions. The above L-FoM and LW-FoM would be evaluated under (section i). 3-D the system above coordinate proposed and within conditions sky prescribed 214 APPENDIX 1: THE METHOD FOR CALCULATING THE VIEW FACTORS FROM DIFFERENTIAL AREAS TO SPHERICAL SEGMENTS BY NARAGHI I-LH I: D> v and (whereD= -I<H<L 1-0 I _fCOS-'( IT VD 2 +2 I-LH -)+22 D41 - L2 , 2(1- 2L2 -D2 V(I+D -1+2HL-(D2 +H +H 2)L2 _ L= -H 2+ 2HL) 2(l -2HL)'-4D VD2 -1+ 2H 2- (D +D2+H2- -L2) 2+ H2)H2 U, IT (tan and H -+2 i (D2 +H 2)2 2HL + 2DAF--, 2HL [sin-'( F')(D41 e)(Dýl 2DVI - H-(D VH 222 + (D 2+H2 - 1)(D L2 -I+ LH) Lý +I- LH) )L +H 2) h] 2) TH 2+ (D 2- 1)(D2 +H 2) I-LH H: D< 4-1--L? I H(I -D2-H ý(l (I +D2+H2- x tan D2+ H2 -sin-I( F, dh H= , )]+2sin-'(ý -H2 D (4.18a) -I<H<L 1-ýý H2 -1 V(D'+H2-1)(1-H2) D'+H2 H (D 2+ H2)2 Cos-1(4D2 + H2 -1 D (4.18b) 215 III: I-LH when L>0D> when L<0 and H< -1 7 =77 I-LH D> 71 --e LH -I when D> 4-1:ý-e I <H<-l and L and H<1 L I FA I (Cos-'( 2; r +2 IV: + DII VD 2 when L>0 when L<0 2(1- I-LH -1+ - +D2+H2 2HL - (D 2+ H2)L2 DZ+H 223 I-LH D< r-41-e -D+ I(I 2HL) tan-'( -4D -2HL)2 2 (1 _ L2) + D2 + H2 - 2HL + 2DVI N(I+D 22+H 2HL 2DIIi - - Lz)(DVI iF)(DTI - - L2 LH) + -1 Lý +I- LH) H-(D'+H2)L H +2 COSA (D +H2)ý VH 2+ (D 2- 1)(D 2+H 2) (4.18c) and H< -I I -LH D< 41--p F, -A, u, V: L2 V(l 2Lý 2_H2 I an L <H<-l ý-H3 (D 2 +H 2)2 (4.18d) LH-1 when D< T, and H<I L --ýP Fu " I4 2; r V(I+D 2Lý 2 +H2 - D2 -H2+ -2HL)2 2HL -4D 2(l _ L2) (4.18e) 216 APPENDIX 11: LIST OF PUBLICATIONS 1. A MathematicalModel for the Perfonrianceof Light-pipes, X Zhang and T Muneer, Lighting Researchand Technology,Vol. 32(3), 2000 2. A Design Guide for PerformanceAssessmentof Solar Light-pipes, X Zhang, T Muneer and J Kubie, Lighting Researchand Technology,Vol. 34(2), 2002 3. Light-pipes for Daylight PenetrationIndoors, X Zhang, ProceedingsofRenewableEnergyfor Housing Conference,The UK Solar Energy Society, 20 October 2000, Perth 4. A New Method for Correction ShadowBand Diffuse IrradianceData, T Muneer and X Zhang, Journal ofSolar Energy Engineering,American Society of Mechanical Engineering,Vol. 124,2002 5. Sky Luminance and RadianceDistributions -A ComparisonBasedon Data from Bahrain, Japanand Europe,T Muneer, F Fairooz and X Zhang, Light Researchand Technology,Lighting Researchand Technology,Specialissuefor CIBSE "An Expert's Conference:Tropical Daylight and Buildings", Singapore,2002 6. Evaluation of An Innovative Sensorfor Measuring Global and Diffuse Irradiance,and Sunshine duration, T Muneer, X Zhang and J Wood, submittedto InternationalJournal of Solar Energy, in review. 7. Cost and Value Analysis of Piped Daylight, T Muneer and X Zhang, submittedto Commission International de FEclairage(CIE) TC3-38 Committee,2002 8. Accuracy Analysis of Solar Position Algorithms Used within CIBSE Guides 'A' and 'J', CIBSE, August, 2000, in communication. 217