opinto-opas 1 2013-2014 - Tampereen teknillinen yliopisto

Transcription

opinto-opas 1 2013-2014 - Tampereen teknillinen yliopisto
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OPINTO-OPAS
OPINTO-OPAS
1112013-2014
2013-201
OPINTO-OPAS
2014–2015
Study
Guide
for
deGree
StudentS
OPINTO-OPAS
2013-2014
2013-2014
OPINTO-OPAS
112014–2015
KOULUTUSOHJELMIEN
KOULUTUSOHJELMIEN
TUTKINTOVAATIMUKSET
TUTKINTOVAATIMUKSE
2014-2015 TUTKINTOVAATIMUKSET
KOULUTUSOHJELMIEN
KOULUTUSOHJELMIEN
KOULUTUSOHJELMIEN
TUTKINTOVAATIMUKSET
TUTKINTOVAATIMUKSET
KOULUTUSOHJELMIEN
TUTKINTOVAATIMUKSET
TAMPEREEN TEKNILLINEN YLIOPISTO
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Tampereen teknillinen yliopisto
– Tampere University of Technology
Study Guide for Degree Students
2014–2015
ISBN 978-952-15-3088-3 (printed)
ISBN 978-952-15-3089-0 (PDF)
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Published by Tampere University of Technology, Tampere 2014
Graphic design and layout: Tampereen Yliopistopaino Oy – Juvenes Print, Tampere 2014
Printed by Tampereen Yliopistopaino Oy – Juvenes Print, Tampere 2014
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Dear Student,
This Study Guide for Degree Students offers you information about studying at Tampere University of Technology (TUT). The guide consists of
general information about studying at TUT after which you will find the degree requirements and the study modules divided in Major and Minor
Studies. We hope you will find this guide useful and that it answers questions you may have about studies at TUT.
You can also download Study Guide for Degree Students as a pdf-file from: www.tut.fi/pop > Study info.
Course descriptions of the courses offered in English at TUT are available on www.tut.fi/pop > Study info.
Please, notice also the Practical Matters Guide which includes a lot of useful information on the practicalities of living in Tampere and helps you to
prepare for your stay here. You can find the Practical Matters Quide in POP: www.tut.fi/pop > Study Info > Study Guides
At the end of this guide you can find both the Degree Regulations and the Regulations on Examinations.
On behalf of the International Office, I want to wish success in your studies!
Minna Haka-Risku
Head of International Office
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CONTENTS
Tut Introduction ..............................................................7
Studying...........................................................................9
Other Issues Related to Studies and tut.........................15
Contact Information.........................................................18
Assemblies of tut’s Administrative Bodies .....................20
Structure of the Degree Programmes...............................21
DEGREE PROGRAMMES
Architecture....................................................................23
Automation Engineering .................................................25
Bioengineering ...............................................................27
Electrical Engineering .....................................................29
Industrial Engineering and Management .........................31
Information Technology...................................................33
Materials Engineering .....................................................35
Science and Engineering ................................................37
MAJOR STUDIES
Bioengineering................................................................39
Biomedical Engineering...................................................39
Communication Systems and Networks...........................41
Computational Materials Science.....................................44
Data Engineering.............................................................44
Electronics......................................................................45
Factory Automation and Industrial Informatics.................46
Fluid Power.....................................................................47
Industrial Biotechnology..................................................48
Information Technology for Health and Biology................48
Intelligent Microsystems..................................................49
International Sales and Sourcing.....................................50
Mathematics...................................................................51
Materials Science............................................................53
Materials Science, Advanced Studies..............................54
Materials Technology.......................................................55
Mechanics of Materials...................................................56
Metallic and Ceramic Materials........................................56
Metallic and Ceramic Materials, Advanced Studies..........57
Microsystems..................................................................57
Theoretical Computer Science.........................................58
Pervasive Systems...........................................................59
Polymers and Biomaterials..............................................60
Polymers and Biomaterials, Advanced Studies.................61
Signal Processing............................................................61
Smart Grids.....................................................................63
User Experience..............................................................64
Wireless Communications...............................................64
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MINOR STUDIES
Biomaterials....................................................................68
Biomeasurements...........................................................68
Biomedical Engineering...................................................69
Biotechnology.................................................................69
Communications and Networking Minor..........................70
Computational Biology.....................................................70
Computational Materials Science.....................................71
Factory Automation.........................................................71
Health Informatics...........................................................72
Industrial Management...................................................73
Information Technology...................................................74
Introduction to Management Studies...............................74
Mathematics...................................................................75
Mechanics of Materials...................................................75
Nanotechnology..............................................................76
Noise and Vibration Engineering......................................76
Learning and Intelligent Systems.....................................77
Physics...........................................................................78
Signal Processing............................................................78
Smart Grids.....................................................................79
Tissue Engineering..........................................................80
User Experience..............................................................80
Degree Regulations.........................................................82
Examination Regulations ................................................98
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TUT INTRODUCTION
Tampere University of Technology (TUT) conducts scientific research
in technology and architecture and provides higher education within
these fields. TUT is the only university in Finland focusing solely on
technology and has a lively campus of about 10 000 engineering and
architecture students.
TUT offers its students an opportunity for a broad, cross-disciplinary
education. Competent Masters of Science in Technology and
Architecture as well as Doctors of Science (Technology)/(Architecture)
and Doctors of Philosophy graduate from TUT to work in key branches
of industry, especially in the technology industries and in tasks related
to the built environment. In terms of student numbers, the largest
fields of study at TUT are information technology and electrical,
mechanical, automation and civil engineering.
TUT’s operations are founded on a combination of strong research
of natural sciences and technology and research related to industry
and business. Many research fields play a major role in addressing
global challenges, such as climate change and demographic ageing.
The most extensive and established of the international leading-edge
fields of research at TUT are signal processing, nanophotonics and
intelligent machines.
In addition to offering master’s degrees conducted entirely in English,
TUT has also striven to create favourable conditions for student
exchange. All the faculties offer at least some courses in English.
TUT currently cooperates (in student exchange) with 230 universities
around the world. Yearly about 250 students from TUT study abroad
and about 400 exchange undergraduates study at TUT. In addition,
about 160 new international students start their studies in the
international master’s programmes yearly.
Academic Calendar 2014–2015
At TUT, the academic year is divided into two semesters, the autumn
semester and the spring semester. There are four teaching periods
during an academic year and there is an examination week(s) at
the end of each period. The periods 1–2 take place in the autumn
semester and the periods 3–4 in the spring semester. The autumn
semester begins in late August/early September and ends at the end
of December. The spring semester starts in early January and ends
in late May.
During the summer period (except for the month of July) some courses
are lectured (mainly in Finnish) and there are some possibilities to
take examinations and do research work at the departments.
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The President of the University confirmed the following schedule for
the academic year 2014–2015 on 10 September 2013:
Autumn 2014
Main registration day
Orientation for autumn semester arrivals
I Period
II Period
Christmas break
18.8.2014
18.8. – 22.8.2014
25.8.2014 – 10.10.2014
Examination week: 13.10.2014 – 17.10.2014
20.10.2014 – 5.12.2014
Examination week: 8.12.2014 – 19.12.2014
22.12.2014 – 6.1.2015
Spring 2015
III Period
IV Period
12.1.2015 – 6.3.2015
Examination week: 9.3.2015 – 13.3.2015
16.3.2015 – 15.5.2015
Examination weeks: 18.5.2015 – 29.5.2015
Easter break: 2.4.2015 – 8.4.2015
Officially, the autumn semester begins on 1 August and ends on 31
December. The spring semester begins on 1 January and ends on
31 July. According to the schedule, classes are given from 25 August
2014 until 29 May 2015.
No classes or exams will be arranged on the following days:
Independence Day on 6 December, Christmas break on 22 December
2014 – 6 January 2015, Epiphany day on 6 January, Easter break on
2–8 April 2015, May Day on 1 May, Ascension Day on 15 May.
National holidays in Finland during the academic year 2014–2015:
On public holidays the university offices, all banks and shops, except
for some kiosks, are closed and public transportation follows specific
timetables.
01.11.2014
06.12.2014
25.12.2014
26.12.2014
All Saints’ Day (Pyhäinpäivä)
Independence Day (Itsenäisyyspäivä)
Christmas Day (Joulupäivä)
Boxing Day (Tapaninpäivä)
01.01.2015
06.01.2015
03.04.2015
06.04.2015
01.05.2015
14.05.2015
20.06.2015
New Year’s Day (Uudenvuodenpäivä)
Epiphany (Loppiainen)
Good Friday (Pitkäperjantai)
Easter Monday (2. pääsiäispäivä)
May Day (Vappu)
Ascension Day (Helatorstai)
Midsummer Day (Juhannuspäivä)
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Studying
Enrolment
A new student must always accept his/her study place in the degree
programme by sending the Confirmation Form to TUT by the given
deadline.
All students studying at TUT are required to enrol for each academic
year either as attending or non-attending student. Enrolment is
important since students who have not enrolled by the given deadline
will forfeit their right to study at TUT.
Enrolment is usually done for an academic year at a time. Deadline
for the enrolment for the whole academic year in the academic year
2014–2015 is 3 September 2014. If a student will enrol as a nonattending student the student union membership fee is not necessary.
However a non-attending student cannot study or participate in
exams. A student may enrol as a non-attending student for maximum
of four semesters. Students who enrol for the whole academic year
after the deadline (3 September 2014) are charged an extra fee of 35
euros. Students who neglect the enrolment will lose their study right
and will be removed from the TUT study register and the study right
must be re-applied from the university.
To enrol students have to fill in the Enrolment Form, return it to the
International Office and pay the Student Union membership fee of
97,90 euros for the academic year 2014–2015 (or 48,95 euros for
a semester). The Student Union membership fee is compulsory for
all students, except for post-graduates (doctoral students) to whom
the Student Union membership is optional. The Student Union
membership fee is not a tuition fee and it entitles student to use the
services of Finnish Student Health Service (FSHS, in Finnish YTHS).
Orientation
The International Office organises an orientation for new students at
the beginning of the academic year. The orientation week takes place
late August before the start of the first teaching period.
Taking part in the orientation is compulsory for all new students.
Starting your studies without attending the orientation requires a lot of
initiative on your part and can be quite challenging.
Student Card
All members of the Student Union will get a student card. By showing
your student card, you will get various benefits such as discounts
at student restaurants, free basic medical treatment at the Finnish
Student Health Service (in Finnish YTHS) and 50 per cent discount
on train and coach tickets. In addition, you will get discounts on local
buses, pharmacies, museums, theatres, concerts and several shops.
Remember always to ask for a possible student discount.
Your student card also works as a library card at TUT and as a
rechargeable meal card at Juvenes restaurants at the university
campus. It is also a key card to TUT and to the computer laboratories.
With the key card function activated, you can enter TUT 24 hours/day.
To activate the key card function, you need to contact the information
desk at any building at TUT campus (except Tietotalo).
You will get your student card from the Student Union Office. The card
costs 7 euros, which is to be paid in cash when collecting your card.
Computer Services
After being registered at TUT, all students are given a TUT user
account, which contains a personal email address, some quota for
own files and web pages, and access to the personalized student
portal POP and the computers around the university.
All computers have a wide range of software (word processors,
spreadsheets, drawing packages, databases, math software, etc.).
Printers are also available in the computer classrooms. There is
at least one computer classroom with a printer in each building at
campus except the Festia building. All TOAS apartments have an
internet connection as well.
You will get your user account from the IT Helpdesk situated (Main
Building, 2nd Floor, Room: PC201D). Your email address will be most
likely of the form [email protected]. All the professors
and the International Office will use this email address when they
want to contact you. That is why it is very important that you check
your TUT email account regularly! Please note that you should use
your TUT email account for any correspondence with TUT staff.
If you want, you can also forward your TUT email to some other email
address at http://www.tut.fi/tiha/tunnus/en.
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IT Security
Your TUT user account and its password are your access to the
services TUT offers to you. Your account is personal and you must
not let anyone else use it. You are the responsible for everything
done with your account. Thus, it is very important that you keep your
password safe. Do not tell your password to others. To review the
rules, regulations and your responsibilities, go to POP portal and see
Campus > IT Services. From IT Services pages, you can also change
your password when needed.
POP Portal
The POP portal (www.tut.fi/pop) is the personalized student portal
for TUT students. You can use the POP portal after having received
your TUT user account. The POP-portal is the toolbox and information
center for your studies and student life.
You will find the following sections in the POP-portal:
MAIN PAGE: You can read news and announcements as well as your
own reminders and to-do lists. There is also a calendar, which includes
your own notes, your course timetable and common activities.
STUDIES: You can, for example, see the course catalogue, see your
course results and sign up for courses and exams.
STUDY INFO: You can find information concerning study practicalities,
planning of your studies, graduation, regulations.
DOCTORAL STUDIES: You can find information on PhD studies at
TUT.
MY PROFILE: You can update your personal information here. You
can also enrol for a new academic year and pay the Student Union
membership fee.
PEOPLE SEARCH: You can search for students’ and personnel’s
contact information and add them in your contacts.
Personal Study Plan (PSP)
All students are required to prepare a personal study plan which
will be accepted by the student’s home Faculty. Personal study plan
(in Finnish HOPS) is made according to the degree programmes’
instructions with the online PSP tool which can be found from the
POP portal. Students need to use their TUT user account to logon
to PSP. More information about PSP (HOPS) can be found from the
POP portal.
Courses (= opintojakso)
The course descriptions can be found on the online course catalogue.
A link to the course catalogue (for the courses available in English)
can be found in the POP portal.
www.tut.fi/pop > In English > Studies > Study Guide and Sign-up
Course Codes
Course codes are marked before the name of the course (e.g. TIE02206 Basic course on programming). If the code ends with the
number 0–5, it means that the course is taught in Finnish. If the code
ends with the number 6, 7, 8 or 9, it means that the course is taught
in English.
Course Timetables
The international master’s degree programmes have the timetables
for the first year studies available in POP portal Study info > your own
faculty. By signing up for courses in the POP portal you will get the
detailed timetable for each course. You can also see your time tables
on your calendar in POP portal.
How to Sign up for Courses
All students need to sign up for courses in the personalized student
portal POP (www.tut.fi/pop > In English > Studies > Study Guide and
Sign-up). Please note that you will need your TUT user account to use
POP portal. The signing up for courses in the POP portal will close
two weeks prior to the beginning of each teaching period. Students
will be given instructions on how to sign up for courses during the
orientation. In case you have problems with the course sign-up please
contact the course lecturer.
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Course Grading
The courses will be graded within one month of the date of completing
the course. Grades will be published at the Faculties’ notice board
and they can also be found from the POP portal (www.tut.fi/pop >
Studies > My study records).
If you suspect a mistake in you grading you can ask rectification either
orally or in writing from the lecturer whom graded the exam. More
information can be found from the Degree Regulations at end of this
guide.
Course Feedback
TUT aims at continuous development of teaching. Feedback is
collected after every course. Students submit feedback on courses
through the Kaiku system that they access via POP > Studies >
Studies. The credits that a student earns for completing a course
will be entered into the Academic Records only after the student has
submitted feedback through the Kaiku course feedback system.
You can send feedback on the course implementation rounds that you
have signed up for. Teachers comment on the feedback that they have
received by entering a response to the Kaiku system. Kaiku offers
students a direct avenue for providing feedback on both individual
courses and course offerings in the departments. As of autumn 2014,
teachers will also be obligated to respond to the feedback they receive
from students. This will encourage open dialogue and more active
interaction between teachers and students. For more information,
please go to POP > Study Info > Quality of education > Course
feedback
Grading and Credit System at Tampere University of
Technology
The European Credit Transfer System (ECTS) is based on the student
workload required to achieve the objectives of a programme, objectives
preferably specified in terms of learning outcomes and competences
to be acquired. One TUT credit equals to one ECTS credit.
Studies at TUT are evaluated on a scale excellent (5), very good (4),
good (3), very satisfactory (2) and satisfactory or approved (1) and fail
(0). For special reasons studies may be evaluated on a pass/fail basis.
1 credit at TUT refers to an input of approximately 27 hours of
work, which consists of lecture hours, exercises and other forms of
instruction, as well as independent work. Full course load for the
whole academic year is approximately 60 credits and for one semester
approximately 30 credits.
Institutional and ECTS evaluation systems
GRADES
Tampere University of
Technology
Excellent
5
Very Good
4
Good
3
Very Satisfactory
2
Satisfactory or approved
1
Fail
0
ECTS
A
B
C
D
E
FX and F
ECTS Grade Definitions
EXCELLENT
Outstanding performance with only minor
errors
VERY GOOD
Above the average standard but with some
errors
GOOD
Generally sound work with a number of
notable errors
VERY SATISFACTORY Fair but with significant shortcomings
SATISFACTORY OR
Performance meets the minimum criteria
APPROVED
FAIL
Some more work required before the
credit can be awarded (FX), considerable
further work is required (F)
Please note that at TUT grade F usually means that some parts of the
course are not completed. The grade FX is not used at TUT.
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Registration of Grades and Transcript of Records
All grades will be entered in the TUT study register. Official transcripts
(that bear the university stamp) either in English or Finnish can be
obtained at the International Office or the Student Services office. If
needed, you can also get a confirmation of your attendance, i.e. a
certificate of enrolment. The certificate of enrolment is also available
in Finnish and in English.
Methods of Instruction
Signing up for the Exams
You are required to sign up for exams through the POP portal at least
seven (7) days beforehand. You cannot participate into exams without
a sign-up. Only the answer papers of those students who have signed
up for the examination will be forwarded to the lecturer for grading.
In problem situations, you need to contact the Faculty arranging the
exam. See the contact persons and more info www.tut.fi/pop > Study
info > Studying at TUT > Sign up for examinations.
Course requirements may vary depending on the course. Some
courses are lecture-based and there is an examination at the end of
the course. In addition to lectures, a course may include problemsolving exercises (laskuharjoitus), individual or group design work
(suunnitteluharjoitus) or laboratory work (laboratorioharjoitus).
Therefore it is important that you attend the opening lectures to
find out details about course arrangements and requirements for
completing the course (obligatory exercises, assignments, exact
timetable, exams and other details).
The lectures at TUT start usually quarter past, and they last for 45
minutes. Between lectures, there is a 15-minute-break, though it is
common to skip it in 2-hour-lectures.
Cancelling Your Sign-up for an Exam
E-learning Platforms
In the Examination
There are different e-learning platforms in use at TUT. The most
commonly used are A&O, Idle and Moodle. In some courses all the
teaching and learning occurs through e-learning platform (i.e. online
courses) but in most courses the e-learning platform is used merely
for distributing the course materials and instructions regarding course
arrangements. More information about the possible use of e-learning
platform during a course is usually given in first lecture.
Examinations (=tentti)
There are four examination periods during the academic year. A
possibility to take an exam of a certain course will be arranged at
least three times. Students are entitled to attempt an exam forming
a part of the same course not more than three times, regardless of
whether earlier attempts were passes or fails. The highest grade will
be considered when giving the overall grade for the course.
If you cannot attend the exam please remember to cancel in time. You
will be considered to have taken the exam, if you do not cancel your
sign-up at least three (3) working days before the exam. This time
period does not include the day of the exam or the day of cancellation.
Bear in mind that if you neglect to cancel your exam sign-up, it counts
as one opportunity to take the exam.
Duration of the Exams
The exams usually last for 3 hours, and they start exactly at the hour,
not quarter past. During the first 30 minutes, you are not permitted
to leave the room.
Students may only take writing utensils (pencils, eraser, ruler, pencil
sharpener) and photo identification to their desk in the examination
room. In many exams, a calculator is also required. In general, the
calculator may not be programmable. Notification of exceptions to
this rule will be given separately. Personal belongings such as bags,
jackets, mobile phones (remember to switch it off!) must be left by the
wall of the examination room.
When you are handed an exam paper and the answer papers, make
sure that the exam paper is the right one, as there may be several
different exams at the same time in the same lecture room. You will
need to write your name and student number on every answer paper.
Papers without names will not be marked. If other materials are
permitted in the exam, this will be separately announced.
You will be asked to present a proof of identity (a student card or a
pictorial identity card) when handing in your answer papers. The basic
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rule is that nothing may be taken out of the examination room which
was not brought in. You will need to hand in your answer papers even
if they contain no answers.
Studies in Other Finnish Universities
The lecturer in charge of the course is required to forward the results
to the study register within one month of the date of the exam.
Students have a right to get feedback about their exam answers from
the lecturer in charge.
In most programmes you can do one minor (approx. 25 credits) in
some other Finnish university. Studies must form a module which
can be accepted as a part of students personal study plan (PSP).
Final acceptance regarding studies made outside TUT is made by the
Dean. The JOO-flexible study right agreement between the Finnish
Universities provides students with a possibility to study in some other
Finnish University courses which later will be included into the Degree
that is to be completed at TUT.
Cheating
Time Limits for a Master’s Degree Completion
Marking of the Exams
Cheating in examinations is strictly forbidden! If an invigilator suspects
cheating s/he may issue the student with a verbal warning, which
will be entered on the student’s answer paper for the information of
the lecturer. An examination paper will be disqualified if a student
has acted dishonestly in the examination. Cheating may result even
in losing one’s study right. For more information on Regulations on
examinations please visit www.tut.fi/pop > Study Info > Studying at
TUT > Examinations. Regulations on examinations can also be found
from the end of this guide.
Plagiarism
Mentioning the original source of information and ideas for example
in one’s essays, assignments, exercises and thesis is a requirement
for all. Plagiarism is strictly forbidden and is a punishable act! When
plagiarism is discovered the work (e.g. essay, assignment) itself will be
disqualified and the whole course can be disqualified. Plagiarism may
result even in losing one’s study right. When using some else’s work
as a source you should always make a quotation. Each department
at TUT have their own instructions on how to make quotations, thus
you should ask your department at TUT for advice to avoid any
misunderstandings.
Finnish Language Courses
International students have the possibility to take Finnish language
courses at the TUT Language Centre (Konetalo building, 2nd floor).
Please contact the Language Centre for more information on courses
in the Finnish language. It is highly recommendable for international
degree students to take Finnish language courses.
The Finnish Universities Act (effective since 1 August 2005) imposes
time limits for completing the lower university degree (Bachelor of
Science in Technology) and the higher university degree (Master of
Science in Technology/Architecture). The time limits apply to students
who accepted their place at the University in or after autumn 2005.
The time limits do not apply to students who accepted their place
before 1 August 2005. Students must monitor their progress to ensure
that they graduate within the maximum time limits.
The normative time for completing a master’s degree is two years.
Education at the University must be arranged so as to ensure that
students can complete their degrees within this deadline. If a student
already holds a bachelor’s degree and is admitted to the University
to directly pursue the degree of Master of Science in Technology/
Architecture, his/her normative time-to-degree is two years. However,
these students have four years to complete their degrees without
applying for an extension.
An absence of no more than two years (four semesters) will not count
toward the time-to-degree, if the student has enrolled as absent.
Students can enrol as absent for two years without giving a specific
reason. An absence that exceeds two years is counted toward the
student’s time-to-degree. This does not, however, apply to absences
prescribed by law, such as Finnish military service, voluntary military
service or maternity, paternity or parental leave. As applied here, the
term parental leave only refers to parental leave defined in legislation
and not, for example, childcare leave. Students must enrol as absent
and present a certificate (for example, a military passport, child’s
birth certificate, decision by the Finnish Social Insurance Institution
KELA), if they are on leave due to the above reasons. The certificate of
absence is submitted to TUT’s Student Services.
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Students are required to enrol either as present or absent at the
University. If a student fails to enrol, he/she will be considered absent.
Absences that exceed the maximum two-year time limit will reduce
the time left for degree completion.
Graduation
After the student has completed all the required studies, including
the Master’s thesis, s/he can submit an application for the degree
certificate together with the application to have the thesis evaluated
by the faculty council. The application for degree certificate and the
required attachments must be delivered to the faculty office at least
14 days before the meeting of the faculty council.
The official day of graduation is the day when the dean approves
the degree. Degree certificates are handed out by the President of
the University at a graduation ceremony. Graduation ceremonies are
arranged every month except the month of July.
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OTHER ISSUES RELATED
TO STUDIES AND TUT
Student Guidance
General student guidance is intended to answer questions related
to starting studies, visiting studies, training and employment, open
university or student admission. If you don’t know where to ask the
student councellor is a good option. Student councellor Heli Lukkari
(Ms) can be found in room PC202.
Degree-programme-specific guidance is intended for questions
related to studies in the degree programme or faculty and practical
arrangements. International coordinators serve in each faculty.
Study Counselling Psychologist
A student who wishes to clear his/her study motivation or develop own
study skills can seek counselling from study counselling psychologist.
Please note that the study counselling psychologist can’t help you
with the planning of your studies.
Library (kirjasto)
The University Library is located in the Main Building. An introduction
to the library and borrowing is given during the orientation. TUT
students can use the student card as library card. The student card
has to be activated at the first time one wants to borrow a book.
TUT library brings together library and information services with a wide
range of information resources. The digital sources include electronic
journals, e-books and databases. Currently the library has a collection
of over 25 000 electronic journals including journals from all the wellknown publishers. Library has also over 100 000 e-books, including
handbooks, and dictionaries, encyclopedias, patents and standards
from different fields. Library’s digital sources can be accessed via the
University network, http://www.tut.fi/library
Print collections comprise approximately 125 000 volumes, mainly
in science and technology. The lending collection may be used on
the premises or taken on loan. Borrowing is free of charge. The loan
period is 5 weeks, or 2 weeks for textbooks marked with a yellow tag.
Loan period for theses and journals published before the previous
year is 2 weeks. Journals published this or last year are only for use
in the Library.
Loans may be renewed if there are no reservations for that particular
item. In addition, textbooks are available for overnight loans 30
minutes before the library is closed. They need to be returned the
next working day’s morning before 10 o’clock. There is no possibility
to reserve overnight loans.
TUT Library
Korkeakoulunkatu 10
P.O. Box 537
FI-33101 Tampere, FINLAND
www.tut.fi/library
Tel: + 358 40 198 1600 (Loan desk)
Open:
Mon-Fri 8.00–18.00, Sat 9.00–15.00 (during semesters),
Mon 8.00–18.00, Tue-Fri 8.00–16.00 (summer time)
TUT Student Union
All students at TUT belong to the Student Union (= ylioppilaskunta)
after paying the membership fee, which is compulsory for all students
except for post-graduates to whom it is optional. The purpose of
the Student Union is to act as a link between the university and the
students, and take care of their rights and benefits.
The Student Union also organises many events and activities such as
excursions and parties. These events are advertised in the POP portal.
www.ttyy.fi > in English
Office: Main Building, 2nd floor
TUT Sports Facilities
The campus sports hall Tamppi Areena offers students and staff a
broad range of sports opportunities. To use the sports hall, you need
to pay a personal sports fee. By paying the Unipoli Sport fee, you can
also use the sports services at Tampere University of Applied Sciences
(TAMK) and the University of Tampere (UTA). Access rights need to
be requested personally from the university in question.
More information: http://sport.unipolitampere.fi > in English
Finnish Student Health Service
The Finnish Student Health Service (YTHS) provides health care for
university students. A health care fee is included in the Student Union
16
membership fee, so after having paid the membership fee you are
entitled to use all the health care services provided by YTHS.
www.yths.fi/en
University Pastor
The university pastor serves both students and staff on campus. You
can drop by at the chapel in Festia to find a quiet space or rest. Please
contact the university pastor when you wish to have a confidential
conversation or you are planning an ecclesiastic event. Phone: 050
360 9709, e-mail: [email protected]
Open university
http://www.tut.fi/admissions > Other study possibilities > Open
university
Open Mon-Thu 9.00–15.00 and Fri 9.00–12.00
Main building, 2nd floor (Student Services), email: [email protected]
Study Grant Services
For more information on the financial aid for students by KELA please
visit: http://www.kela.fi/web/en/students
There is also a study grant services office at TUT.
Open Mon-Fri 12.00–15.00
Main building, 2nd floor, email: [email protected]
Career Services
TUT Career Services offers information and services related to finding
employment and working in Finland. In its section in POP (POP >
Study Info > Working in Finland), links to work-related services
and information on living and working life in Finland are available
to assist students in career planning and finding work. Teekkarin
työkirja (http://www.teekkarintyokirja.fi/en) is an annually published
job hunting and career guide for technology students which includes
for example tips on building a CV and writing a cover letter. TUT is
developing its career services actively and the reconstructed services
will be operational in 2015.
Unpoli Tampere offers a lot of useful information on jobhunting, a
Mentoring Programme, Career Events and Working in Finland Lecture
Series for international students: www.unipolitampere.fi
TALLI – a Meeting Point of Innovations and Entrepreneurship
Do you have an idea that has commercial potential? TALLI offers
support for developing your business ideas and establishing
a company. TALLI also organizes events and workshops, and
promotes entrepreneurship as a potential career option for students
and researchers of TUT. For more information, please see Tutka >
Research > Entrepreneurship services and Facebook TUT:TALLI.
Working in Finland
In most jobs, a good command of the Finnish language is required.
To increase your possibilities in finding a job or a traineeship in
Finland, it would be a good idea to start learning Finnish as early as
possible. TUT Language Centre offers Finnish language courses for
international students.
If you would like to find e.g. a summer job or a traineeship in Finland,
you can start with visiting the following links for further information:
http://www.unipolitampere.fi/working
http://www.teekkarintyokirja.fi/en
http://www.te-services.fi/te/en/jobseekers/work_finland
http://www.livetampere.fi/working
http://www.infopankki.fi
http://www.suomi.fi/suomifi/english
Talent Tampere is a meeting place for international talents and
employers where you can look for a job and build professional contacts.
Join the Talent Tampere group in LinkedIn at: http://www.linkedin.
com/groups/TALENT-TAMPERE-Linking-Bright-Business-4703673.
Learning Finnish
Adapting to Finnish society and everyday life will be much easier and
more fun if you are prepared to learn some Finnish. Also it is very
important to know some Finnish if you are willing to work in Finland
at some point. You can learn some Finnish also outside the Finnish
courses with the help of the following self-study materials on the
Internet:
Puhutaan Suomea Magazine: http://www.learn-finnish.net/
Uuno: http://www.uuno.tamk.fi
Easyfinnish: http://www.yle.fi/easyfinnish
Supisuomea: http://yle.fi/vintti/yle.fi/supisuomea/
More about internet based Finnish studies: http://www.livetampere.fi/
living/finnish-language-courses/on-internet/
17
TUT Alumni
TUT Alumni Society works for maintaining interactive cooperation
between alumni and university. TUT alumnis are former students
of TUT. TUT alumni activity is interaction between research and
industry, active shearing of knowledge and experience for success
of a mutual development work. Through alumni society the former
students of TUT will keep their contacts to the world of science and to
each other. By joining a member of alumni society you will keep your
contacts to university also after graduation. Contact: www.tut.fi/en >
Alumni or [email protected].
18
CONTACT INFORMATION
CONTACT INFORMATION
Please find below the contact information of the most important
services Please
for degree
students at TUT
find below the contact information of the most important services for degree students at TUT
International Office
Location: Tietotalo Building, rooms TB115 and TB225
Office hours:
Monday-Wednesday 12.00-15.00 and Thursday-Friday 9.00-12.00
•
Ms Merita Sipola
Tietotalo 1st floor, room TB115e
Transcript of records and certificates of
enrolment
•
•
•
•
Student Union
Main Building, 2nd floor
Office Hours:
Mon 11-16, Tue-Thu 10-16 and Fri 10-15
www.ttyy.fi, [email protected]
• Membership fees
• Student Cards
• Students’ rights and benefits
Mr Tero Ojanperä and Ms Terhi Kipinä
Tietotalo, 2nd floor, room TB 225d
Registration and reception of new international
degree students
Questions about administrative matters
Original bachelor´s degree certificates
Questions concerning residence permits
IT-Helpdesk
Main Buiding, 2nd floor, room PC201D
Tel: +358 40 198 1100
[email protected]
• TUT user accounts
• Problems with using POP
19
Degree Programme Coordinators
• Study guidance
• Personal study plan (PSP)
• Degree programme related matters
Architecture:
Ms Stefanie Kohlhoff
Festia Building
Information Technology:
Ms Anna-Mari Viitala
Tietotalo Building
[email protected]
[email protected]
Automation Engineering:
Ms Johanna Heinola-Lepistö
Konetalo Building
[email protected]
Industrial Engineering and
Management:
Ms Minna Baggström
Festia Building
[email protected]
Bioengineering:
Ms Piia Asunmaa
Sähkötalo Building
Materials Engineering:
Ms Riikka Laurila
Konetalo Building
[email protected]
[email protected]
Electrical Engineering:
Ms Anna-Mari Viitala
Tietotalo Building
Science and Engineering:
Ms Anna Pitkänen
Sähkötalo Building
[email protected]
[email protected]
20
ASSEMBLIES OF TUT’S ADMINISTRATIVE
BODIES
Rectors
Markku Kivikoski, President
Mika Hannula, Vice President
Jaakko Puhakka, Vice President
Board of the Foundation (Säätiön hallitus)
The Board shall decide on the strategy of the Foundation, on matters
concerning the operations and economy of the Foundation and on
other far-reaching plans. The Board shall nominate the President
to manage the operations of the Foundation and the scientific and
artistic community that it constitutes.
Academic Board (Konsistori)
Academic Board is a multi-member body that represents the entire
university community. The Academic Board’s term of office is three
calendar years. Two permanent subordinate bodies, the Education
Council and the Science Council, operate under the Academic
Board. The two councils prepare matters that come before the
Academic Board. Academic Board decides e.g. on curricula and
degree requirements, student admission criteria, degree regulations
and other general rules related to teaching and research and
submits statements to the Board regarding the establishment and
discontinuation of teaching.
The Education Council (Opetusneuvosto)
The task of the Education Council is to monitor and develop the quality
of education and research. In addition, the Council’s tasks include:
monitoring and evaluating the quality of teaching and scientific work,
making decisions concerning general guidelines for the education
provided at the University and acting as the degree board of the
University. The First Vice Rector acts as a chairman of the Council.
Faculty Council (Tiedekuntaneuvosto)
A Faculty Council makes proposals for the development of the faculty,
new professorships and the allocation of appropriations. It approves
the curricula, appoints the examiners for doctor’s dissertations and
licentiate and master’s theses, and approves these dissertations and
theses. A Faculty Council also approves degrees taken in the faculty,
appoints senior assistants, assistants and researchers and makes
proposals for the appointment of lecturers and docents.
Science Council (Tieteellinen neuvosto)
The Science Council fosters and evaluates the quality of research and
Doctoral dissertations at the University and submits proposals to the
Academic Board concerning their development and the focal areas of
research and processes matters assigned to it.
21
STRUCTURE OF THE DEGREE PROGRAMMES
Extent of the Degree Programmes
The extent of the degree programmes taken by students is given
in credits (in Finnish opintopiste, op). 1 TUT credit equals to 1
ECTS credit. One credit at TUT refers to approximately 27 hours of
effective work which, in practice, comprises lectures, exercises and
independent work.
Bachelor of Science in Technology
At TUT Bachelor of Science in Technology degree was introduced
August 1, 2005. Extent of a BSc degree is 180 credits and it takes
about three years to complete it. At TUT there are 13 bachelor’s
degree programmes which are offered only in Finnish. After obtaining
BSc diploma Finnish students continue to pursue MSc in the chosen
field.
Master of Science in Technology
The graduate degree awarded by TUT is the Master of Science in
Technology. It is estimated that the studies can be completed in
two years by taking 60 credits a year, giving a total of 120 credits.
The degree consists of studies in general subjects (such as Natural
Sciences, Languages and Economics), professional engineering
subjects and a Master’s thesis.
Master of Science in Architecture
The graduate degree awarded in the Master’s Degree Programme
in Architecture corresponds to the Finnish degree of “Arkkitehti”
and confers eligibility to work as an architect in Finland and other
EU countries (according to the 2005/36/EC EU Directive) or to apply
for admission to doctoral studies. The degree prepares graduates to
pursue a wide range of career opportunities as professional architects
and in research. The studies consist of professional architecture
studies, major studies oriented towards sustainable architecture and
a Master’s thesis.
22
Minor Studies
Students select a subject study module (minor) from among the
alternatives offered on their own degree programmes.
Elective Studies
Elective studies is not a compulsory degree module as such but a
label for courses, which cannot be included into any other degree
module, or prerequisite studies, the knowledge of which is required or
recommended to have before taking a more advanced course.
Numbering After the Name of the Course
The numbers I-V refer to the recommended year of studies for
completing the course (IV = 1st year of Master’s, V = 2nd year of
Master’s).
Master’s Thesis
Doctor of Science in Technology / Architecture
Postgraduate studies (i.e. post MSc) for the Doctor of Science in
Technology / Architecture degree require 40 credits plus a dissertation
and its presentation for public examination and criticism. The Finnish
Doctor of Science degree is equivalent to a PhD in many other
countries.
Study Modules
The Master’s degree programmes consist of the following study
modules.
Common Core Studies
Typically the module provides an introduction to the field as well
as necessary theoretical skills to follow the courses in the degree
programme. The content and extent of common core studies module
vary between the degree programmes.
Major Studies
Students address a major upon their admission. The major studies
give student a wide knowledge on the subject. The Master’s thesis is
written on the field of the major.
The Master’s thesis is an extensive treatise, which trains the student
for independent study and research, mastery of scientific methods, the
convention of references, and the scientific mode of presentation in a
good literary form. The thesis is conducted and written independently,
yet under the supervision of a professor from the same discipline. The
Master’s thesis is a research project which requires approximately 6
months of work and it is worth 30 ECTS credits.
In connection with the thesis, the student has to write a proficiency
test, which is an essay written on a topic related to the thesis. The
test demonstrates the student’s command of the thesis topic. The
guide for thesis writing contains instructions for students writing their
Master´s thesis. The guide can be found form http://www.tut.fi/pop >
Study Info > Master’s Thesis. The master’s thesis and proficiency test
will be entered into students’ academic records using the following
codes: OPN-9000 Master’s thesis (30 cr) and TUT-8930 Proficiency
test (0 cr).
Additional Information
If two degree study modules contain common compulsory courses,
these courses are included in both modules but the credits are
counted only once. However, common elective studies of different
modules can be included in one of them only.
As there may be annual changes in the curriculum requirements,
students are not allowed to mix the requirements from different years.
DEGREE PROGRAMMES
ARCHITECTURE
Head of the Degree Programme: Olli-Paavo Koponen
Faculty Secretary: Pirkko Lehtonen
Study Coordinator: Stefanie Kohlhoff
Master of Science (Architecture)
Learning Outcomes
-Students are able to apply the knowledge acquired during the
Degree programmes of Architecture and an artistic and scientific
approach to topical and concrete tasks.
-Students are able to operate independently in different design tasks
and in different expert, development and management positions in
working life.
-Students are able to participate in societal debate pertaining to
architecture.
- Students have the competence to use their language, communication
and cooperation skills in working life and to apply them to artistic
and scientific activities and societal debate.
-Students are able to work as an architect and have the abilities
stated for architects in the directive of the European Parliament and
council 2005/36/EC.
-After achieving the learning outcomes, students will meet the
prerequisites for pursuing a postgraduate degree and continuous
learning.
Structure
Professional Studies, 52 cr
Person Responsible: Olli-Paavo Koponen
Further Opportunities: Major Subject in Architecture 30 cr
IV
IV
IV
IV
IV
IV
1 Students must complete at least 3 credits in Finnish language
courses (for example Finnish 1).
Major Studies, 30 cr
Person Responsible: Olli-Paavo Koponen
Prerequisites: Professional Studies in Architecture 52 cr Mandatory
Further Opportunities: Master’s Thesis in Architecture 3
0 cr
Compulsory Courses
ARK-53506 Sustainable Renovation and
Redevelopment
5 cr
ARK-53706 Negotiating and Designing Sustainable
Change
5 cr
ARK-53806 Sustainable Design Studio
15 cr
ARK-54207 Digital Design in Sustainable Urbanism 3–5 cr 1
Total
28 cr
V
V
V
V
1 Students who are not taking ARK-53656 should complete the
course with 5 credits.
Optional Compulsory Courses
The course Professional Practice is compulsory for students who have
not completed their Bachelor’s degree in Finland. Students who are
not taking this course should complete ARK-54207 with 5 credits.
ARK-53656 Professional Practice 2 cr V
Additional Information
Major subject (30 cr) is done on Master’s level’s second year’s autumn
semester.
Architecture
23
Compulsory Courses
ARK-41006 Introduction to Graduate Studies
1 cr
ARK-42006 History of Architecture,
Professional Course
12 cr
ARK-43106 Architectural Design, Professional Course12 cr
ARK-43206 Housing Design, Professional Course
12 cr
ARK-44006 Urban Planning and Design,
Professional Course
12 cr
Foreign language studies (of at least CEFR level A1) 3 cr 1
Total
52 cr
Architecture
24
Elective Studies, 8 cr
Master of Science in Architecture 120 cr
Person Responsible: Olli-Paavo Koponen
Master’s Degree programme in Architecture
Complementary Courses
Please select at least 8 credits of courses
ARK-42506 Contemporary Finnish Architecture ARK-42516 Spaces in Finnish Nature ARK-43000 Ammattiharjoittelu
ARK-43706 Finnish Wood Architecture ARK-44116 Introduction to Finnish Planning ARK-45006 ArchiCAD Basics ARK-45106 Revit Architecture Basics ARK-45206 Visualizing Architecture ARK-81006 School of Architecture’s Varying
Topics Course 3 cr
3 cr
4 cr
8 cr
2 cr
5 cr
5 cr
5 cr
IV
IV
IV
IV
IV
IV
IV
IV
Major Subject
30 cr
Master’s Thesis and
Proficiency test
30 cr
Professional Studies
52 cr
Elective studies
8 cr
1–10 cr IV
Master’s Thesis, 30 cr
Person Responsible: Olli-Paavo Koponen
Prerequisites: Major Subject in Architecture 30 cr Mandatory
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
30 cr V
0 cr V
30 cr
Additional Information
Separate instructions for the thesis. Proficiency test has to be written
in connection with the thesis. The thesis will be presented at the
School of Architecture’s diploma seminar.
25
AUTOMATION ENGINEERING
MEI-23016 Introduction to Robotics and Automation 5 cr IV
TTI-50006 Introduction to Graduate Studies
1 cr IV
Total
21 cr
Head of the Degree Programme: Seppo Tikkanen
Faculty Secretary: Kaisa Närvänen, Leila Holmström
Study Coordinator: Johanna Heinola-Lepistö
Optional Compulsory Courses
-
Studies in the International Master’s Degree Programme in
Automation Engineering, leading to the degree of Master of Science
in Technology, will provide students with:
-The competence to apply the knowledge acquired during advanced
studies and a scientific approach to topical and concrete tasks
-The competence to operate in different expert, development and
management positions in working life
-The competence to participate in societal debate pertaining to
technology
-The competence to use English language, communication and
cooperation skills in working life and to apply them to scientific
activities and societal debate in their field
-After achieving the previous mentioned learning outcomes, students
will meet the prerequisites for pursuing a PhD / Doctoral degree and
continuous learning
Structure
Common Core Studies, 22 cr
Learning Outcomes
- To gain an extensive prerequisite knowledge for pursuing professional
studies in the field of automation engineering.
-To gain adequate language, communication and cooperation skills
and readiness to cooperate in a multidisciplinary community.
Compulsory Courses
ASE-1257
ASE-2316
KIE-10006
KIE-34156
Introduction to Control
Introduction to Microsystem Technology
Finnish 1
Thesis Writing
4 cr
5 cr
3 cr
3 cr
IV
IV
IV
V
1 cr 1 V
1 cr 1 V
1 cr 1 V
1. 1. Student has to choose master’s seminar of the major’s department.
Complementary Courses
Complementary training in addition to compulsory
training can be included at most Major Studies
Factory Automation and Industrial Informatics
Fluid Power
Intelligent Microsystems
Microsystems
3 cr
30 cr
30 cr
50 cr
30 cr
Elective Studies, 10 cr
A student can freely select the courses which (s)he wants to study.
Finnish language studies are suggested as elective studies. A student
doesn’t have to include elective studies in to the degree as long as
the extent of the degree meets the minimum requirement of 120 cr.
Master’s Thesis, 30 cr
Learning Outcomes
-To demonstrate maturity required for a university degree.
-To demonstrate professional skills in the field of the student’s major
subject.
-To carry out and document independently a study using scientific
methods.
-To gather systematically knowledge related to the chosen field of
specialty, combine different sets of data and analyse information.
-To know how to apply good scientific principles within thesis area.
Automation Engineering
Master of Science (Technology)
Learning Outcomes
ASE-7010 Master’s Thesis Seminar in Automation
Science and Engineering
IHA-1956 Master’s Seminar for Hydraulics and
Automation
MEI-11000 Master Thesis Course
26
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
Completion and reporting of a large independent scientific assignment.
Student gains ability to understand the scientific and professional
concepts of the major.In connection with the thesis, the student has
to write a proficiency test, which is an essay on a topic related to the
thesis.
Automation Engineering
30 cr V
0 cr V
30 cr
Common core studies in Automation Engineering 22 cr
Minor studies*20–30 cr
Major studies 30 cr or 50–60 cr*:
(freely selected)
Factory Automation and Industrial Informatics
Fluid Power
Intelligent Microsystems
Microsystems
* Minor studies aren’t compulsory if major is
50–60 cr
Master’s thesis and Proficiency test
30 cr
Elective studies
)
27
Head of the Degree Programme: Matti Karp
Faculty Secretary: Hannele Kulmala
Study Coordinator: Piia Asunmaa
Master of Science (Technology)
Learning Outcomes
-In addition to general learning outcomes obtained in Bachelor of
Science in Technology, after completing the degree of Master of
Science in Technology the student: -attains competence to follow
the development of scientific engineering field and to improve their
expertise.
-Attains competence to use their language, communication and
cooperation skills in working life and to apply them to scientific
activities and societal debate.
-
Attains competence to operate in expert, development and
managerial positions in the area of science and engineering
-Attains competence to participate in societal debate pertaining to
technology.
-Attains competence to apply the knowledge acquired during
advanced studies and a scientific approach to topical and concrete
tasks
-Has ability for international activity and co-operation.
-After achieving the learning outcomes, students will meet the
prerequisites for pursuing a postgraduate degree.
Structure
ELT-62406 Small Samples Data Analysis
KIE-10006 Finnish 1
LTT-31006 Introduction to Graduate Studies
Total
Optional Compulsory Courses
KEB-62100 Orgaaninen kemia 1
3 cr IV
3 cr IV
1 cr IV
7 cr
5 cr 1 IV
1. You must choose 0 courses . KEB-62100 is compulsory, if student
has not studied organic chemistry in BSc degree. Compulsory only
for students, who extend the major Bioengineering with Industrial
Biotechnology. The course is lectured in Finnish, exam can be done
in English. Contact the teacher.
Complementary Courses
Should be completed to the minimum study module extent of 10 ETCS
FYS-7106 Introduction to Soft Matter Physics
FYS-7206 Biological Physics
MAT-60006 Matrix Algebra
MAT-60156 Differential Equations
SGN-51006 Biology of the Cell
YHTTAY-22086Bioinformatics
Major Studies
Bioengineering
3–5 cr
3–5 cr
5 cr
5 cr
3 cr
3 cr
31 cr
Student can extend the major Bioengineering to 57 cr with an
Advanced Studies module Industrial Biotechnology. If the student
selects the Industrial Biotechnology, no minor is required.
Common Core Studies, 10 cr
Learning Outcomes
-Common programme studies complement mathematical skills
required in the field of bioengineering.
-After completing the common programme studies students will have
prerequisite knowledge to succeed in the advanced studies.
-Students learn Finnish academic study methods and basics of
Finnish language.
Minor Studies
Student can freely select the minor. Suggested minors are
Biomaterials, Biomeasurements, Computational Biology, Industrial
Management, Nanotechnology and Signal Processing.
Bioengineering
BIOENGINEERING
Compulsory Courses
28
Elective Studies, 0 cr
Additional Information
The master’s degree is extended to 120 credits with elective studies
after the requirements for the degree are met. The requirements
for the degree are: 1) common programme studies 2) major and
minor, and 3) master’s thesis. No minor professional studies shall be
required, if the major professional studies count for at least 50 credits.
The student can freely select courses which he/she wants to study.
Bioengineering
Master’s Thesis, 30 cr
Learning Outcomes
-
Students demonstrate the following abilities by completing a
master’s thesis: The ability to analyse, evaluate and use scientific
publications.
- The ability to select appropriate research methods and, if necessary,
consider the need for cross-disciplinary research.
- The ability to independently apply their knowledge to answer the
research questions they want to investigate.
- The ability to apply the principles of academic integrity and research
ethics when conducting and reporting research.
-
The ability to interpret research findings and understand
experimental uncertainties and where they come from.
- The ability to define and narrow down a research topic and write a
scientific report.
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
30 cr V
0 cr V
30 cr
Additional Information
The Master’s thesis is an extensive treatise, which trains the student
for independent study and research, mastery of scientific methods,
the convention of references, and the scientific mode of presentation
in a good literary form. The thesis is conducted and written
independently, yet under the supervision of a professor or a doctorate
in the field of the student’s major subject. It is suggested that before
starting the Master’s thesis student has completed at least 20 credits
from his/her major studies and 60 credits of his/her Master’s degree.
In addition, the student has to have an approved PSP. In connection
with the thesis, the students have to write a proficiency test, which is
an essay written on a topic related to the thesis. The proficiency test
demonstrates the students’ command of the thesis topic.
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
Degree Programme in Bioengineering, MSc (Tech)
Common Core Studies 10 cr
Major 30 cr or 50-60 cr*:
Bioengineering 31 cr
Master’s Thesis and Proficiency Test
30 cr
Minor*20-30 cr
(freely selected)
* ) Minor is not required in case major is 50 –
60 cr.
Elective Studies 0-29 cr
29
Head of the Degree Programme: Jari Nurmi, Enrique Acha Daza
Faculty Secretary: Tarja Erälaukko, Anna-Maria Syrjämäki
Study Coordinator: Anna-Mari Viitala
Master of Science (Technology)
Learning Outcomes
-After completing the degree the student:is capable of working as an
expert and developer in the field of his/her major subject
-Has diverse, in-depth knowledge of the major subject and knows the
basics of his/her minor subjects’ fields
-Is familiar with the basics of scientific information and methods and
knows how to apply them in relevant, concrete tasks
-Has sufficient communication and co-operation skills required for
work, scientific activities and public social discussion, as well as
facilities to participate in public discussion on issues concerning his/
her field of expertise
- Has prerequisites for scientific post-graduate training and continuous
professional development
-Has advanced prerequisites for research and development tasks in
the major subject field, as well as basic prerequisites for international
tasks in his/her field of expertise
-Has basic knowledge of scientific technical innovation processes
and entrepreneurship
Structure
Common Core Studies, 12 cr
Learning Outcomes
-After completing the study block the student: is able to apply the
language, communication and co-operation skills required for work,
scientific activities and public social discussion
-Has an extensive prerequisite knowledge for pursuing professional
studies in the field of his/her major.
KIE-10006 Finnish 1
TST-01906 Master’s Thesis Seminar
TST-41006 Introduction to Graduate Studies
Total
3 cr IV
1 cr IV
1 cr IV
5 cr
Optional Compulsory Course
Must be selected at least 7 credits of courses
KIE-08006 Intercultural Communication Skills
KIE-10100 Finnish 2
KIE-34106 Academic Writing in English
KIE-34606 International Negotiations
MAT-63506 Scientific Computing
TIE-02206 Basic Course on Programming
TTA-12016 Speech Communication and
Negotiation Skills
TTA-21016 Organisations and Leadership
TTA-71016 Project Management
3 cr
3 cr
3 cr
4 cr
5 cr
5 cr
2
2
2
2
1
1
IV
IV
IV
IV
IV
IV
3 cr 2 IV
4 cr 1 IV
4 cr 1 IV
1. Choose at least one course.
2. Choose at least one course.
Complementary Courses
If your major is Smart Grids, DEE-23106 and DEE-23116 are compulsory
and you must include them in common core studies. Students, whose
major is Biomedical Engineering, Electronics or Wireless Communication
can also include possible prerequisite courses demanded by the major
studies in this part of common core studies. The prerequisite courses of
each major can be seen in the major study block.
DEE-23106 Fundamentals of Electrical and Power
Engineering
DEE-23116 Introduction to Smart Grids
5 cr IV
3 cr IV
Additional Information
Common core studies are partly common to all students in the
Degree Programme in Electrical Engineering and partly defined by
the student’s major. Common core studies aim at offering the students
a common ground in their studies and orienting them towards other
degree modules, which concentrate on more specialized professional
skills. These studies ensure that students will have the necessary
skills to follow courses in each major.
Electrical Engineering
ELECTRICAL ENGINEERING
Compulsory Courses
30
Major Studies
Biomedical Engineering
Biomedical Engineering
Electronics
Smart Grids
Wireless Communications
Wireless Communications
Compulsory Courses
30 cr
50 cr
30 cr
30 cr
30 cr
50 cr
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
The Master’s thesis is an extensive treatise, which trains the student
for independent study and research, mastery of scientific methods,
the convention of references, and the scientific mode of presentation
in a good literary form. Master’s Thesis is written at the final stage
of studies. The thesis must form a self-standing entity that can be
understood by an expert of the field without any supporting material.
The thesis is conducted and written independently, yet under the
supervision of a professor from the same discipline. The thesiswriting process includes a Master’s Thesis seminar, which supports
the preparation of the thesis. Master’s Thesis seminar is competed
as determined by the department of the major subject. In connection
with the thesis, the student must also write a proficiency test, which is
an essay written on a topic related to the thesis. The test demonstrates
the student’s command of the thesis topic. Each faculty issues
detailed Master’s thesis instructions.
The degree includes major professional studies (minimum scope 50
credits) or major professional studies (minimum scope 30 credits) and
minor professional studies (minimum scope 20 credits). The topic of
the master’s thesis shall be chosen from the field of the major subject.
Minor Studies
Students may select a subject study module from among the
alternatives offered in English. If the scope of a student’s major
subject is 50–-60 credits, a minor subject is not required.
Elective Studies, 10 cr
“Elective studies” is not a compulsory degree module as such but a
label for courses, for instance, which can’t be included into any other
degree module, or prerequisite studies, the knowledge of which is
required or recommended to have before taking a more advanced
course. Amount of courses in “Elective studies” can also be zero as
long as minimum of the degree (120 cr.) is done.
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
Degree Programme in Electrical Engineering, MSc (Tech)
Commom Core Studies 12-20 cr
Electrical Engineering
Master’s Thesis, 30 cr
Learning Outcomes
-After the completion of the thesis the student : knows how to define
the contents and scope of a relatively extensive technical document
and produce scientific text
-Can search for information from different sources and apply it with
due criticism to the technical report
-Knows how to structure available information
-Is able to describe and compare technical phenomena, devices or
systems, design a technical device/system, or describe or design the
acquisition, testing and maintenance of a technical device/system
- Can analyse the operation of technical devices/systems and their suitability
for various purposes, and explain the backgrounds of conclusions made
with regard to their design, acquisition and maintenance
30 cr V
0 cr V
30 cr
Minor* 20-30 cr
Major 30 cr or 50-60 cr*
• Biomedical Engineering
• Electronics
• Smart Grids
• Wireless Communications
Master’s Thesis and Proficiency Test
30 cr
)
* If the scope of a student’s major subject is
50-60 credits, a minor subject is not required
Elective Studies 0-20 cr
INDUSTRIAL ENGINEERING AND
MANAGEMENT
Head of the Degree Programme: Miia Martinsuo
Faculty Secretary: Lea Rantatupa-Vähälä
Study Coordinator: Minna Baggström
Structure
Master of Science (Technology)
Learning Outcomes
-After completing the programme the students will be able to work as
professionals in global sales and sourcing networks.
-
The students are competent with business development in
international business-to-business markets.
-The students have the ability to grow into professional and
management positions in their business field.
-The students learn analytical, holistic and conceptual thinking.
They learn to gather, classify, interpret and apply information
systematically and critically.
-
The students are capable of solving problems in business
development in an innovative manner. They are able to apply the
solutions in a goal-oriented and responsible manner.
-The students are able to analyse and develop organizations
coherently (technology, business, human resourses) with an
academic approach.
-
The students are able to interpret problems in industrial
management, and communicate them fluently in international
working environment both orally and in written form.
-The students understand the challenges in business development
in multicultural organizations. They learn communication and
cooperation skills required in multicultural working environment.
-The students learn to participate in societal debate related to
industrial management.
-After completing the programme the students have the competency
for continuous learning and scientific postgraduate studies.
The International MSc degree programme in Industrial Engineering
and Management focuses on business development and management
of customer-supplier relationships in global, technology-driven
industries. In the programme students with B. Sc. in engineering
Common Core Studies, 20 cr
Learning Outcomes
-The module trains students to international business environment
and academic work. In this module the students learn to identify and
explain business concepts and terminology in practice.
-The students also learn business communication.
-Furthermore, an important part of the common core studies is that
the students learn academic, conceptual thinking and scientific
research methods.
Compulsory Courses
Please note that there are two implementations of TTA-11016 Basics
of Industrial Management. Choose the implementation for the degree
students.
KIE-10006 Finnish 1
3 cr
TRT-21016 Introduction to Graduate Studies
1 cr
TTA-11016 Basics of Industrial Management
4 cr
TTA-12016 Speech Communication and Negotiation
Skills
3 cr
TTA-15066 Business Management Cases
6 cr
TTA-15106 Literature Study in Business and
Technology
3 cr
Total
20 cr
IV
IV
IV
IV
IV
IV
Additional Information
This study module is only for the international degree students in
Industrial Engineering and Management.
Major Studies
International Sales and Sourcing
Minor Studies
Introduction to Management Studies
30 cr
24 cr
Industrial Engineering
and Management
31
or technology will achieve the skills and competencies needed for
management and business development of global sales and sourcing
practices.
Industrial Engineering
and Management
32
Elective Studies, 16 cr
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
The student can freely select courses which (s)he wants to study.
Courses from the departments of Industrial Management and
Information Management and Logistics; and the course on Business
English are highly recommended.
Degree Programme in Industrial Engineering and Management, MSc (Tech)
Common Core Studies 20 cr
Master’s Thesis, 30 cr
Learning Outcomes
-The programme culminates in a Master’s Thesis, which is a large
independent scientific assignment. It is written independently by
each student. The students gain ability to understand the scientific
and professional concepts of the major. With the thesis the students
demonstrate that they know how to analyze big entities, use relevant
literature, gather appropriate empirical data, write research reports
in a creative manner, and deduce relevant conclusions. With the
help of the thesis, the students show their capability to understand
the big picture. In connection with the thesis, the students have to
write a proficiency test, which is an essay written on a topic related
to the thesis. The proficiency test demonstrates the students’
command of the thesis topic.
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
30 cr V
0 cr V
30 cr
Additional Information Related to the Degree
The international degree students in Industrial Engineering and
Management will be provided with personal study plans which are
based on the students’ backgrounds and previous studies. Students
with technical background will study the minor Introduction to
Management Studies. Students with previous studies in Industrial
Management will study a technical minor.
Major 30 cr
International Sales and Sourcing
Minor24 cr
Introduction to Management Studies
Master’s Thesis
30 cr
Elective Studies 16 cr
33
Head of the Degree Programme: Jarmo Harju, Ioan Tabus
Faculty Secretary: Tarja Erälaukko, Anna-Maria Syrjämäki
Study Coordinator: Anna-Mari Viitala
Master of Science (Technology)
Learning Outcomes
-After completing the degree the student: has advanced prerequisites
for research and development tasks in the major subject field, as
well as basic prerequisites for international tasks in his/her field of
expertise
-Has diverse, in-depth knowledge of the major subject and knows the
basics of his/her minor subjects’ fields
-Student is familiar with the basics of scientific information and
methods and knows how to apply them in relevant, concrete tasks
-Student has prerequisites for scientific post-graduate training and
continuous professional development
-Student has basic knowledge of scientific technical innovation
processes and entrepreneurship
-Student has sufficient communication and co-operation skills
required for work, scientific activities and public social discussion,
as well as facilities to participate in public discussion on issues
concerning his/her field of expertise
-Student is capable of working as an expert and developer in the field
of his/her major subject
Structure
Common Core Studies, 12 cr
Learning Outcomes
-After completing the study block the student: is able to apply the
language, communication and co-operation skills required for work,
scientific activities and public social discussion
-has an extensive prerequisite knowledge for pursuing professional
studies in the field of his/her major
KIE-10006 Finnish 1
TST-01906 Master’s Thesis Seminar
TST-41006 Introduction to Graduate Studies
Total
3 cr IV
1 cr IV
1 cr IV
5 cr
Optional Compulsory Courses
Must be selected at least 7 credits of courses
KIE-08006 Intercultural Communication Skills
3 cr
KIE-34106 Academic Writing in English
3 cr
KIE-34606 International Negotiations
4 cr
TTA-12016 Speech Communication and Negotiation Skills 3 cr
TTA-21016 Organisations and Leadership
4 cr
TTA-71016 Project Management
4 cr
2
2
2
2
1
1
IV
IV
IV
IV
IV
IV
1. Choose at least one course.
2. Choose at least one course.
Complementary Courses
If your major is Signal Processing, SGN-11006 is compulsory and you
must include it in common core studies. If your major is Information
Technology for Health and Biology, SGN-13006 is compulsory and you
must include it in common core studies. If your major is User Experience,
TIE-41106 is compulsory and you must include it in common core
studies. Students, whose major is Communication Networks and
Protocols or Data Engineering can also include possible prerequisite
courses demanded by the major studies in this part of common core
studies. The prerequisite courses can be seen in the major study block.
SGN-11006 Basic Course in Signal Processing
SGN-13006 Introduction to Pattern Recognition and
Machine Learning
TIE-41106 User Interface Design
5 cr IV
5 cr IV
5 cr IV
Additional Information
Common core studies are partly common to all students in the Degree
Programme in Information Technology and partly defined by the
student’s major. Common core studies aim at offering the students
a common ground in their studies and orienting them towards other
degree modules, which concentrate on more specialized professional
skills. These studies provide a broad view of information and ensure
that students will have the necessary skills to follow courses in each
branch of information technology.
Information Technology
INFORMATION TECHNOLOGY
Compulsory Courses
34
Information Technology
Major Studies
Communication Systems and Networks
30 cr
Communication Systems and Networks
50 cr
Data Engineering
30 cr
Information Technology for Health and Biology
30 cr
Pervasive Systems
30 cr
Signal Processing
30 cr
User Experience
30 cr
The degree includes major professional studies (minimum scope 50
credits) or major professional studies (minimum scope 30 credits) and
minor professional studies (minimum scope 20 credits). The topic of
the master’s thesis shall be chosen from the field of the major subject.
Minor Studies
Students may select a subject study module from among the
alternatives offered in English. If the scope of a student’s major
subject is 50–60 credits, a minor subject is not required.
Elective Studies, 10 cr
“Elective studies” is not a compulsory degree module as such but a
label for courses, for instance, which can’t be included into any other
degree module, or prerequisite studies, the knowledge of which is
required or recommended to have before taking a more advanced
course. Amount of courses in “Elective studies” can also be zero as
long as minimum of the degree (120 cr.) is done.
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
The Master’s thesis is an extensive treatise, which trains the student
for independent study and research, mastery of scientific methods,
the convention of references, and the scientific mode of presentation
in a good literary form. Master’s Thesis is written at the final stage
of studies. The thesis must form a self-standing entity that can be
understood by an expert of the field without any supporting material.
The thesis is conducted and written independently, yet under the
supervision of a professor from the same discipline. The thesiswriting process includes a Master’s Thesis seminar, which supports
the preparation of the thesis. Master’s Thesis seminar is competed
as determined by the department of the major subject. In connection
with the thesis, the student must also write a proficiency test, which is
an essay written on a topic related to the thesis. The test demonstrates
the student’s command of the thesis topic. Each faculty issues
detailed Master’s thesis instructions.
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
Degree Programme in Information Technology, MSc (Tech)
Common Core Studies 12-20 cr
Master’s Thesis, 30 cr
Learning Outcomes
-After the completion of the thesis the student : knows how to define
the contents and scope of a relatively extensive technical document
and produce scientific text
-Can search for information from different sources and apply it with
due criticism to the technical report
-Knows how to structure available information
-Knows how to structure available information
-Is able to describe and compare technical phenomena, devices or
systems, design a technical device/system, or describe or design the
acquisition, testing and maintenance of a technical device/system
- Can analyse the operation of technical devices/systems and their suitability
for various purposes, and explain the backgrounds of conclusions made
with regard to their design, acquisition and maintenance
30 cr V
0 cr V
30 cr
Major 30 cr or 50-60 cr*
Minor* 20-30 cr
•
Communication Systems and Networks
• Data Engineering
• Information Technology for Health and
Biology
• Pervasive Systems
• Signal Processing
• User Experience
Master’s Thesis and Proficiency Test
30 cr
)
* If the scope of a student’s major subject is
50-60 credits, a minor subject is not required
Elective Studies
35
Head of the Degree Programme: Petri Vuoristo
Faculty Secretary: Leila Holmström, Kaisa Närvänen
Study Coordinator: Riikka Laurila
Master of Science (Technology)
Learning Outcomes
-
Studies in the International Master’s Degree Programme in
Materials Engineering, leading to the degree of Master of Science in
Technology, will provide students with:
-The competence to apply the knowledge acquired during advanced
studies and a scientific approach to topical and concrete tasks
-The competence to operate in different expert, development and
management positions in working life
-The competence to participate in societal debate pertaining to
technology
-The competence to use English language, communication and
cooperation skills in working life and to apply them to scientific
activities and societal debate in their field
-After achieving the previous mentioned learning outcomes, students
will meet the prerequisites for pursuing a PhD / Doctoral degree and
continuous learning
Structure
KIE-10006 Finnish 1
KIE-34156 Thesis Writing
MOL-11216Structure and Properties of Crystalline
Materials
MOL-12216Materials and Environment
MOL-12286Master’s Thesis Seminar
TTI-50006 Introduction to Graduate Studies
Total
3 cr IV
3 cr V
6 cr
5 cr
1 cr
1 cr
19 cr
IV
IV
V
IV
Complementary Courses
Complementary training in addition to compulsory training can be
included at most 3 cr
Major Studies
Computational Materials Science
Materials Science
Materials Science, Advanced Studies
Materials Technology
Mechanics of Materials
Metallic and Ceramic Materials
Metallic and Ceramic Materials, Advanced Studies
Polymers and Biomaterials
Polymers and Biomaterials, Advanced Studies
30 cr
30 cr
20 cr
50 cr
30 cr
30 cr
20 cr
30 cr
20 cr
Minor Studies
Common Core Studies, 19 cr
Minor can be freely selected from the TUT modules offered in English.
Learning Outcomes
- To gain an extensive prerequisite knowledge for pursuing professional
studies in the field of materials engineering.
-To gain adequate language, communication and cooperation skills
and readiness to cooperate in a multidisciplinary community.
Elective Studies, 10 cr
A student can freely select the courses which (s)he wants to study.
A student doesn’t have to include elective studies in to degree if
the extent of the degree meets the minimum requirement of 120 cr
without them.
Materials Engeneering
MATERIALS ENGINEERING
Compulsory Courses
36
Master’s Thesis, 30 cr
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
Learning Outcomes
-To demonstrate maturity required for a university degree.
-To demonstrate professional skills in the field of the student’s major
subject.
-To carry out and document independently a study using scientific
methods.
-To gather systematically knowledge related to the chosen field of
specialty, combine different sets of data and analyse information.
-To know how to apply good scientific principles within thesis area.
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
Major studies 30 cr or 50–60 cr*:
30 cr V
0 cr V
30 cr
Completion and reporting of a large independent scientific assignment.
Student gains ability to understand the scientific and professional
concepts of the major. In connection with the thesis, the student has
to write a proficiency test, which is an essay on a topic related to the
thesis.
Materials Engeneering
Common core studies in Materials Engineering 19 cr
Minor studies*20–30 cr
Computational Materials Science
Materials Science
Materials Technology
Mechanics of Materials
Metallic and Ceramic Materials
Polymers and Biomaterials
* Minor studies aren’t compulsory if major is
50–60 cr
Master’s thesis and Proficiency test
30 cr
Elective studies
(freely selected)
)
37
SCIENCE AND ENGINEERING
Major Studies
Mathematics
Mathematics
Theoretical Computer Science
Head of the Degree Programme: Jorma Keskinen
Faculty Secretary: Hannele Kulmala
Study Coordinator: Anna Pitkänen
30 cr
50 cr
30 cr
Minor Studies
-In addition to general learning outcomes obtained in Bachelor of
Science in Technology, after completing the degree of Master of
Science in Technology the student:
-
Attains competence to follow the development of scientific
engineering field and to improve their expertise.
-Attains competence to use their language, communication and
cooperation skills in working life and to apply them to scientific
activities and societal debate.
-
Attains competence to operate in expert, development and
managerial positions in the area of science and engineering
-Attains competence to apply the knowledge acquired during
advanced studies and a scientific approach to topical and concrete
tasks
-After achieving the learning outcomes, students will meet the
prerequisites for pursuing a postgraduate degree.
Structure
Common Core Studies, 4 cr
Learning Outcomes
-Students learn Finnish academic study methods and basics of
Finnish language.
Compulsory Courses
KIE-10006 Finnish 1
LTT-31006 Introduction to Graduate Studies
Total
3 cr IV
1 cr IV
4 cr
Suggestions for minors: Mathematics; Communication Systems and
Networks; Information Technology for Health and Biology; Signal
Processing; Theoretical Computer Science
Theoretical computer science: Communication Networks and
Programming; Computational Biology; Information Technology;
Mathematics (Intermediate or advanced studies); Pervasive Systems
Elective Studies
Additional Information
The master’s degree is extended to 120 credits with elective studies
after the requirements for the degree are met. The requirements
for the degree are: 1) common programme studies 2) major and
minor, and 3) master’s thesis. No minor professional studies shall be
required, if the major professional studies count for at least 50 credits.
The student can freely select courses which he/she wants to study.
Master’s Thesis, 30 cr
Students demonstrate the following abilities by completing a master’s
thesis: The ability to analyse, evaluate and use scientific publications.
- The ability to select appropriate research methods and, if necessary,
consider the need for cross-disciplinary research.
- The ability to independently apply their knowledge to answer the
research questions they want to investigate.
- The ability to apply the principles of academic integrity and research
ethics when conducting and reporting research.
- The ability to interpret research findings and understand experimental
uncertainties and where they come from.
- The ability to define and narrow down a research topic and write a
scientific report.
Science and Engineering
Master of Science (Technology)
Learning Outcomes
38
Compulsory Courses
OPN-9006 Master’s Thesis TUT-8930 Proficiency test
Total
MASTER OF SCIENCE (TECHNOLOGY) 120 cr
30 cr V
0 cr V
30 cr
Degree Programme in Science and Engineering
Common Core Studies in Science and Engineering 4 cr
The Master’s thesis is an extensive treatise, which trains the student
for independent study and research, mastery of scientific methods,
the convention of references, and the scientific mode of presentation
in a good literary form. The thesis is conducted and written
independently, yet under the supervision of a professor or a doctorate
in the field of the student’s major subject. It is suggested that before
starting the Master’s thesis student has completed at least 20 credits
from his/her major studies and 60 credits of his/her Master’s degree.
In addition, the student has to have an approved PSP. In connection
with the thesis, the students have to write a proficiency test, which is
an essay written on a topic related to the thesis. The proficiency test
demonstrates the students’ command of the thesis topic.
Major 30 cr OR 50 cr *
Mathematics 30 / 50 cr
Theoretical Computer Science 30 cr
MSc thesis and proficiency test
30 cr
Science and Engineering
Minor * 20–30 cr
)
* Minor is not required in case major is
50–60 cr.
Optional studies 0-36 cr
MAJOR STUDIES
Bioengineering 31 cr
Contact Jukka Rintala, Jaakko Puhakka, Matti Karp
Learning Outcomes
-The student achieves a good knowledge of different aspects of
biotechnology and bioengineering.
-The student understands the importance of biodiversity and is able
to exploit it in a sustainable way in genetic level as well as in broader
environmental application level.
-The student achieves the readiness to work as an expert in the fields
of research, development, teaching or leadership for the economic
life or for the public sector.
-The student has readiness to participate in the national and
international multidisciplinary discussions and cooperations in the
fields of biotechnology and bioengineering.
-The student is capable of undertaking post-graduate studies in
bioengineering.
Prerequisites
Bioengineering and Environmental Technology
-Or other corresponding studies
Further Opportunities
Industrial Biotechnology
Content
Compulsory Courses
KEB-23006 Industrial Bioengineering and
Biotechnology
KEB-23106 Industrial Microbiology
KEB-23206 Biocatalysis and Enzymology
KEB-23306 Laboratory Course in Bioengineering
KEB-23606 Biogas Technology for Material Flow
Management and Energy Production
KEB-23756 Trends in Bioengineering
KEB-23800 Seminar in Bioengineering 27 cr Advisable
Additional Information
Corresponds to previous study modules Ympäristöbiotekniikka (B)
and Ympäristöbiotekniikka (Y).
Biomedical Engineering 4 cr
3 cr
3 cr
5 cr
IV
IV
IV
V
4 cr V
4 cr V
5 cr V
50 cr
Contact Hannu Eskola, Jukka Lekkala, Pasi Kallio, Jari Hyttinen,
Jari Viik
Learning Outcomes
-Students are able to work as members of multidisciplinary teams
and to apply advanced methodologies at the interface between
engineering and health sciences. Students are able to apply
engineering expertise to the design of devices, systems, algorithms,
software, models, materials, methods or processes in order to
meet the desired functional and regulatory requirements for the
commercialization of medical products. Students are able to design
and carry out a research plan to test hypotheses, to analyze and
interpret the results in the context of the research, and to report the
results according to scientific principles.
Prerequisites
Biomedical Engineering
26 cr
3 cr V
31 cr
Content
Compulsory Courses
ELT-61236 Biomedical Engineering: Research and
Productization
ELT-63306 Modelling of Physiological Systems
Total
25 crMandatory
3 cr IV
5 cr IV
8 cr
Optional Compulsory Courses
Must be selected at least 18 credits of courses
ASE-3036 Microsensors
5 cr IV
ASE-7116 Project Study in Automation Science and
Engineering
2–8 cr 1 V
major studies
39
KEB-24306 Remediation of Contaminated
Environment
Total
major studies
40
ASE-7816 Biosensors
ELT-62306 Research Project in Biomedical
Engineering
ELT-63106 Measurements of Physiological Systems
ELT-64206 Magnetic Resonance and Ultrasound
Imaging
ELT-64256 Medical Ionizing Imaging Methods
5 cr IV
5 cr 1 V
5 cr IV
4 cr IV
4 cr IV
1. Only either one can be included into the module.
Complementary Courses
Should be completed to the minimum study module extent of 50 ETCS
ASE-3016 Microactuators and Active Actuator
Materials
5 cr
ASE-3036 Microsensors
5 cr
ASE-3076 Microfluidics
5 cr
ASE-7816 Biosensors
5 cr
ASE-7836 Optical Methods in Bioanalytics
4 cr
ELT-61306 Basics of Medical Electronics
3 cr
ELT-61406 Radiation Physics
3 cr
ELT-62206 Commercialization in Biomedical
Engineering
4 cr
ELT-62356 Product Development of Biomedical
Devices
5 cr
ELT-62406 Small Samples Data Analysis
3 cr
ELT-63106 Measurements of Physiological Systems 5 cr
ELT-63206 Bioelectronics
4 cr
ELT-63256 Bio-Optoelectronic Instrumentation
5 cr
ELT-63356 Analysis of Bioelectric Phenomena
4 cr
ELT-64206 Magnetic Resonance and Ultrasound
Imaging
4 cr
ELT-64256 Medical Ionizing Imaging Methods
4 cr
ELT-64406 Methods of Radiotherapy
4 cr
ELT-72106 Cellular Interactions
5 cr
ELT-74106 Tissue Engineering
3 cr
FYS-5206 Optical Spectroscopy
5 cr
FYS-5416 Laser Physics I
4 cr
FYS-7106 Introduction to Soft Matter Physics
3–5 cr
FYS-7206 Biological Physics
3–5 cr
SGN-31006 Image and Video Processing Techniques 6 cr
SGN-41006 Signal Interpretation Methods
4 cr
SGN-52606 Processing of Biosignals
5 cr
SGN-53206 Cell Culturing, Microscopy and Cell Image
Analysis
3 cr
SGN-55006 Introduction to Medical Image Processing 5 cr
Biomedical Engineering 30 cr
Contact Hannu Eskola, Jukka Lekkala, Pasi Kallio, Jari Viik,
Jari Hyttinen
Learning Outcomes
-Students are able to work as members of multidisciplinary teams
and to apply advanced methodologies at the interface between
engineering and health sciences. Students are able to apply
engineering expertise to the design of devices, systems, algorithms,
software, models, materials, methods or processes in order to
meet the desired functional and regulatory requirements for the
commercialization of medical products. Students are able to design
and carry out a research plan to test hypotheses, to analyze and
interpret the results in the context of the research, and to report the
results according to scientific principles.
Prerequisites
Biomedical Engineering
Content
Compulsory Courses
ELT-61236 Biomedical Engineering: Research and
Productization
ELT-63306 Modelling of Physiological Systems
Total
25 crMandatory
3 cr IV
5 cr IV
8 cr
Optional Compulsory Courses
Must be selected at least 13 credits of courses
ASE-3036 Microsensors
ASE-7816 Biosensors
ELT-63106 Measurements of Physiological Systems
ELT-64206 Magnetic Resonance and Ultrasound
Imaging
ELT-64256 Medical Ionizing Imaging Methods
5 cr IV
5 cr IV
5 cr IV
4 cr IV
4 cr IV
ASE-3016 Microactuators and Active Actuator
Materials
5 cr
ASE-3036 Microsensors
5 cr
ASE-3076 Microfluidics
5 cr
ASE-7116 Project Study in Automation Science and
Engineering
2–8 cr
ASE-7816 Biosensors
5 cr
ASE-7836 Optical Methods in Bioanalytics
4 cr
ELT-61406 Radiation Physics
3 cr
ELT-62206 Commercialization in Biomedical
Engineering
4 cr
ELT-62306 Research Project in Biomedical
Engineering
5 cr
ELT-62356 Product Development of Biomedical
Devices
5 cr
ELT-62406 Small Samples Data Analysis
3 cr
ELT-63106 Measurements of Physiological Systems 5 cr
ELT-63206 Bioelectronics
4 cr
ELT-63256 Bio-Optoelectronic Instrumentation
5 cr
ELT-63356 Analysis of Bioelectric Phenomena
4 cr
ELT-64206 Magnetic Resonance and Ultrasound
Imaging
4 cr
ELT-64256 Medical Ionizing Imaging Methods
4 cr
ELT-64406 Methods of Radiotherapy
4 cr
ELT-72106 Cellular Interactions
5 cr
Communication Systems and Networks 50 cr
Contact Mikko Valkama, Evgeny Kucheryavy, Markku Renfors
Learning Outcomes
-The student attains capabilities to understand, analyze and apply
the key techniques of the chosen focus area as used in today’s
and future communication systems, together with related design
methodologies and design tools. On top of this the student
develops sufficient background for doctoral studies in the field
of communications engineering. For a chosen focus area this
includes: – advanced practical skills in the chosen focus area; –
good theoretical knowledge of various aspects of the chosen area;
– advanced knowledge of modern wireless systems and networks; –
advanced understanding of modern subjects and trends; – wireless/
wired network analysis and dimensioning; – open problems in the
chosen area.
-Networking focus area This area covers various aspects of wired
and wireless packet switched networks. The compulsory courses
focus on various aspects of local and wide area wireless and wired
networks providing an in-depth knowledge of concepts like TCP/
IP protocols suite, MAC-level algorithms and methods, networking
paradigms (e.g. peer-to-peer networking). Optional courses cover
various advanced subject including the network planning and
dimensioning, traffic modeling, performance analysis and simulation
of wireless networks. Research areas include development of
concepts and technologies for the future evolution of cellular
systems (beyond LTE), internet of things, nanonetworking. Special
courses are tageted on covering this research areas.
-Radio Systems and Networks focus area This focus area develops
skills for theoretical understanding and practical optimization and
planning of wireless radio communication systems and networks,
like 3GPP HSPA, LTE, and LTE-Advanced as well as IEEE
802.11 type WiFi system, based on deep understanding of radio
communications, radio propagation and system-level RF issues. It
introduces the fundamental aspect of optimizing the radio access
system performance through the modulation, detection and coding
techniques and through the design of the radio network topology and
radio resource management functions. In-depth understanding of
waveform, modulation and coding related aspects is also developed
during the studies.
-This advanced module can be studied either with 30cp or 50cp. In
the 50cp version, student can still deepen his understanding within
the selected focus area or then combine widescale understanding of
the two focus areas or also partially complement his/her backround
knowledge in the area of communications systems and networks.
Prerequisites
Communications Engineering Minor
Communications Engineering
25 cr Advisable
25 cr Advisable
major studies
41
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
major studies
42
Content
Compulsory Courses
ELT-41206 Basic Course on Wireless
Communications
ELT-41306 Communication Theory
ELT-51106 Computer Networking I
ELT-53306 Wireless Networking
Total
5 cr
5–7 cr
4–6 cr
3–5 cr
17 cr
Optional Compulsory Courses
ELT-43006 Digital Transmission
7 cr
ELT-43106 Multicarrier and Multiantenna Techniques 5 cr
ELT-43506 Communication Systems Laboratory
Course
5–9 cr
ELT-45206 Radio Network Planning
6–9 cr
ELT-51006 Networking Laboratory I
4–5 cr
ELT-53006 Networking Laboratory II
3–5 cr
ELT-53106 Computer Networking II
4–6 cr
ELT-53206 Peer-to-Peer Networks
3–5 cr
ELT-53606 Network Analysis and Dimensioning I 4–7 cr
IV
IV
IV
IV
2 IV
2 IV
2
2
1
1
1
1
1
V
IV
IV
IV
IV
V
V
1. Choose five courses. Networking focus area: all compulsory courses
related to the focus area should be taken.
2. Choose three courses. Radio Systems and Networks focus area:
choose ELT-43106, ELT-43506 and either/both of ELT-43006 and ELT45206.
Complementary Courses
Also unused alternative courses from Compulsory and Optional
course lists may be included. Notes on Networking focus area:
- ELT-53656: provides specialists knowledge in networking and is
recommended for those aiming at post-doc studies;
-
ELT-53506: development of sceintific presentation, spoken, and
discussion skills in English; covers modern topics in networking
presented by peers;
- ELT-53406: covers a selected ”hot” topics in networking.
Should be completed to the minimum study module extent of 50 ETCS
ELT-43206 Spread Spectrum Techniques
ELT-43306 Advanced Course in Digital
Transmission
5–7 cr V
5–7 cr V
ELT-44006 Receiver Architectures and Signal
Processing
5–7 cr
ELT-45006 Radio Propagation in Wireless Networks 3 cr
ELT-45106 RF Equipment for Wireless Networks
3 cr
ELT-45306 Advanced Course on Wireless
Communications
5 cr
ELT-46006 Introduction to Satellite Positioning
5 cr
ELT-46106 Satellite Navigation Receivers
5 cr
ELT-46206 Signal Processing for Mobile Positioning5–7 cr
ELT-47606 Radio Frequency Identification
Technology
5 cr
ELT-53406 Special Course on Networking
3–6 cr
ELT-53506 Seminars Course on Networking
3–6 cr
ELT-53656 Network Analysis and Dimensioning II 4–7 cr
SGN-21006 Advanced Signal Processing
5 cr
TIE-52106 Wireless Sensor Networks and
Applications
5 cr
Communication Systems and Networks V
IV
IV
V
IV
V
V
V
IV
V
V
V
V
30 cr
Contact Mikko Valkama, Evgeny Kucheryavy, Markku Renfors
Learning Outcomes
-The student attains capabilities to understand, analyze and apply the
key techniques of the chosen focus area as used in today’s and future
communication systems, together with related design methodologies
and design tools. On top of this the student develops sufficient
background for doctoral studies in the field of communications
engineering. For a chosen focus area this includes: – advanced
practical skills in the chosen focus area; – good theoretical knowledge
of various aspects of the chosen area; – advanced knowledge of
modern wireless systems and networks; – advanced understanding
of modern subjects and trends; – wireless/wired network analysis and
dimensioning; – open problems in the chosen area.
-Networking focus area This area covers various aspects of wired
and wireless packet switched networks. The compulsory courses
focus on various aspects of local and wide area wireless and wired
networks providing an in-depth knowledge of concepts like TCP/
IP protocols suite, MAC-level algorithms and methods, networking
paradigms (e.g. peer-to-peer networking). Optional courses cover
Prerequisites
Communications Engineering Minor
25 crMandatory
-ELT-41306 Communication Theory is mandatory prerequisite for
Radio Systems and Networks focus area.
Communications Engineering
25 crMandatory
Content
Compulsory Courses
ELT-53306 Wireless Networking is mandatory for all.
ELT-53306 Wireless Networking
3–5 cr IV
Total
3 cr
Optional Compulsory Courses
ELT-43006 Digital Transmission
ELT-43506 Communication Systems Laboratory
Course
7 cr 2 V
5–9 cr 2 IV
ELT-45206 Radio Network Planning
ELT-51006 Networking Laboratory I
ELT-53106 Computer Networking II
6–9 cr 2 V
4–5 cr 1 V
4–6 cr 1 V
1. Choose two courses. Networking focus area
2. Choose two courses. Radio Systems and Networks focus area:
choose ELT-43506 and either/both of ELT-43006 and ELT-45206.
Complementary Courses
Also unused alternative courses from Compulsory and Optional
course lists may be included.
Should be completed to the minimum study module extent of 30 ETCS
ELT-43106 Multicarrier and Multiantenna
Techniques
5 cr
ELT-43206 Spread Spectrum Techniques
5–7 cr
ELT-43306 Advanced Course in Digital
Transmission
5–7 cr
ELT-44006 Receiver Architectures and Signal
Processing
5–7 cr
ELT-45006 Radio Propagation in Wireless Networks 3 cr
ELT-45106 RF Equipment for Wireless Networks
3 cr
ELT-45306 Advanced Course on Wireless
Communications
5 cr
ELT-46006 Introduction to Satellite Positioning
5 cr
ELT-46106 Satellite Navigation Receivers
5 cr
ELT-46206 Signal Processing for Mobile Positioning5–7 cr
ELT-47606 Radio Frequency Identification
Technology
5 cr
ELT-53006 Networking Laboratory II
3–5 cr
ELT-53206 Peer-to-Peer Networks
3–5 cr
ELT-53406 Special Course on Networking
3–6 cr
ELT-53506 Seminars Course on Networking
3–6 cr
ELT-53606 Network Analysis and Dimensioning I 4–7 cr
ELT-53656 Network Analysis and Dimensioning II 4–7 cr
TIE-52106 Wireless Sensor Networks and
Applications
5 cr
IV
V
V
V
IV
IV
V
IV
V
V
V
IV
V
V
V
V
V
V
major studies
43
various advanced subject including the network planning and
dimensioning, traffic modeling, performance analysis and simulation
of wireless networks. Research areas development of concepts and
technologies for the future evolution of cellular systems (beyond
LTE), internet of things, nanonetworking. Special courses are
tageted on covering this research areas.
-Radio Systems and Networks focus area This focus area develops
skills for theoretical understanding and practical optimization and
planning of wireless radio communication systems and networks,
like 3GPP HSPA, LTE, and LTE-Advanced as well as IEEE
802.11 type WiFi system, based on deep understanding of radio
communications, radio propagation and system-level RF issues. It
introduces the fundamental aspect of optimizing the radio access
system performance through the modulation, detection and coding
techniques and through the design of the radio network topology and
radio resource management functions. In-depth understanding of
waveform, modulation and coding related aspects is also developed
during the studies.
-This advanced module can be studied either with 30cp or 50cp. In
the 50cp version, student can still deepen his understanding within
the selected focus area or then combine widescale understanding of
the two focus areas.
major studies
44
Computational Materials Science 30 cr
Contact Juha Nykänen, Mikko Hokka, Veli-Tapani Kuokkala
Learning Outcomes
- The students completing this module will have good basic knowledge
on simulation sciences, especially those relevant to materials science
and engineering. Depending on the selection of the complementary
courses, students can choose to be more specialized in materials
science or in structural engineering. This module will prepare the
student for both basic academic career in material science and
material physics as well as for applied mechanical engineering.
Prerequisites
Materials Science
Metallic and Ceramic Materials
Polymers and Biomaterials
30 crMandatory
30 crMandatory
30 crMandatory
Content
Compulsory Courses
YHTDE-10126 Numerical Methods for Partial Differential
Equations
8 cr IV
YHTDE-10136 From Molecular to Continuum Physics I 6 cr IV
Total
14 cr
Optional Compulsory Courses
Must be selected at least 16 credits of courses
MOL-92236 Special Treatise on Materials Science 3–8 cr
YHTDE-10156 From Molecular to Continuum Physics II 5 cr
YHTDE-10166 Nonlinear Structural Mechanics
5 cr
YHTDE-10176 Finite Element Technology
6 cr
YHTDE-10186 Plasticity and Fracture Mechanics
6 cr
IV
IV
IV
IV
IV
Additional Information
This module consists of studies performed at RWTH Aachen during
one academic year. There are no classes at TUT. To apply for these
studies you need to apply for exchange student scholarship and
explain in the application what module you are planning to study. Ask
for more information from the persons responsible for the module.
Data Engineering 30 cr
Contact Alpo Värri, Ari Visa, Tommi Mikkonen, Juho Kanniainen,
Serkan Kiranyaz, Ireneusz Defee
Learning Outcomes
-Students in data engineering will have:
- good understanding on data engineering and data science
- the ability to analyse big data
- ability to design data mining applications.
-
knowledge of relevant computer systems and programming
techniques
Prerequisites
The students should pay attention to the prerequisite requirements
of the courses they select to their Data Engineering module. For
example, the basic signal processing, programming or pattern
recognition courses are prerequisites to some of the courses in the
module. (Advisable)
Content
Compulsory Courses
SGN-42006 Machine Learning
SGN-43006 Knowledge Mining and Big Data
Total
5 cr IV
5 cr IV
10 cr
Optional Compulsory Courses
Must be selected at least 9 credits of courses
SGN-41006 Signal Interpretation Methods
4 cr 3 IV
SGN-81006 Signal Processing Innovation Project 5–8 cr 1 V
TIE-13100 Tietotekniikan projektityö
5–10 cr 1 V
TIE-20100 Tietorakenteet ja algoritmit
5 cr 2 IV
TIE-20106 Data Structures and Algorithms
5 cr 2 IV
TIE-23406 Distributed Systems
5 cr 3 IV
TST-01606 Demola Project Work
5–10 cr 1 V
1. Choose one of the project courses
2. Choose one of the courses
3. Choose at least one of the courses
Should be completed to the minimum study module extent of 30 ETCS
ASE-7516 Dynamic Planning with Incomplete
Information
5 cr
ASE-7716 Predictive and Fuzzy Control
5 cr
MAT-60356 Multivariate Methods in Statistics
5 cr
MAT-64500 Datan analyysimenetelmät mallinnuksessa4 cr
MAT-65000 Tilastolliset mallit
4 cr
MAT-82006 Structured Documents
7 cr
MAT-82106 Semantic Modelling
4 cr
SGN-31006 Image and Video Processing Techniques 6 cr
SGN-41006 Signal Interpretation Methods
4 cr
SGN-53606 Computational Models in Complex
Systems
5 cr
SGN-54006 Introduction to Neuroinformatics
5 cr
SGN-83006 External Network Course in Signal
Processing
1–8 cr
TIE-22100 Johdatus tietokantoihin
4 cr
TIE-22200 Tietokantojen suunnittelu
6 cr
TIE-23406 Distributed Systems
5 cr
TLO-11016 Management Information Systems
4 cr
TLO-35250 Datan ja information hallinta
4 cr
TTA-32010 Johdon laskentatoimi
5 cr
TTA-35020 Laskentatoimi johtamisen tukena
4 cr
TTA-45010 Yritysrahoitus ja rahoitusmarkkinointi
5 cr
TTA-45026 Financial Engineering
5–6 cr
TTA-72030 Toiminnanohjaus
4 cr
V
IV
IV
IV
IV
IV
IV
IV
IV
V
IV
V
IV
V
IV
V
IV
IV
IV
IV
IV
Additional Information
Data engineering concerns gathering, analysing and management
of huge data sets available in the networked world from the Web,
sensors, social media. Data engineering includes thus: text, web,
media mining, temporal, spatial, scientific, statistical, financial and
biological databases. Data engineering involves also management by
metadata and XML, heterogeneous, and distributed databases and
data warehouses and systems including security and integrity control.
Electronics 30 cr
Contact Donald Lupo, Leena Korpinen, Lauri Sydänheimo
Learning Outcomes
-After completing advanced studies in Electronics student has
achieved good knowledge of electronics device design and product
development. In electronics design it is important to take into
account not only the device design but also electronics development,
new electronics materials and manufacturing and radio frequency
electronics. The student can thus choose Electronics Device Design,
New Electronics Materials and Manufacturing or RF Engineering as
his/her focus area. It is also possible to combine the focus areas.
-After completing advanced studies in the focus area of Electronics
Device Design the student can logically analyse and design
electronic circuits and explain their operation. The student is also
able to act as an expert in electronic device design projects.
-After completing advanced studies in the focus area of New
Electronics Materials and Manufacturing the student can compare
and analyse electronics materials and devices, processes, and
circuits for current electronics and the electronics of the future. In
addition, the student will understand how to evaluate the reliability
of electronic components and devices.
-After completing advanced studies in the focus area of RF
Engineering the student can analyse, design, and test basic building
blocks of radio frequency systems. These building blocks are active
and passive components, circuits and structures operating at high
frequencies, e.g. transistors, amplifiers, and antennas.
Prerequisites
Electronics
25 crMandatory
Content
Optional Compulsory Courses
If the student does his/her Master’s thesis in Electronics, the
course TST-01906 Master’s Thesis Seminar with the Electronics
implementation round is compulsory.
Must be selected at least 11 credits of courses
ELT-22106 Laboratory of Electronics Device Design 6–8 cr IV
ELT-22126 Electronics Design
7 cr 1 IV
major studies
45
Complementary Courses
The students should acquire knowledge and skills to work with
databases either by taking the 1–2 database courses offered or by
self-studying them.
major studies
46
ELT-23050 Sulautettujen järjestelmien tuotteistaminen5 cr 1 IV
ELT-62356 Product Development of Biomedical
Devices
5 cr 1 IV
1. Choose one course
Complementary Courses
Advanced Studies in Electronics can be focused on Electronics
Device Design, New Electronics Materials and Manufacturing or RF
Engineering. More information regarding course selections of these
focus areas can be found from the document Electronics_2014-2015_
FocusAreas.pdf. It is also possible to complete the Advanced Studies
in Electronics with 50 credit points.
Should be completed to the minimum study module extent of 30 ETCS
DEE-13200 Sähkömateriaalioppi
5 cr
DEE-54000 Sähkömagneettisten järjestelmien
lämmönsiirot
5 cr
DEE-64000 Sähkötekniikan materiaalit
5 cr
ELT-22110 EMC suunnittelu
5 cr
ELT-22130 Sovelletun elektroniikan
erityiskysymyksiä
5–6 cr
ELT-22206 Electronics Reliability
5 cr
ELT-22216 Electronics Materials
5 cr
ELT-22226 Advanced Electronics Production
Technologies
4 cr
ELT-22236 Electronics Miniaturisation
5 cr
ELT-22246 Semiconductor Device Physics
5 cr
ELT-23100 Verkotetut sulautetut järjestelmät
5 cr
ELT-23150 Sulautetut käyttöliittymät
5 cr
ELT-23200 Näyttöjärjestelmät
5 cr
ELT-41746 Antenna Basics
2 cr
ELT-45006 Radio Propagation in Wireless Networks 3 cr
ELT-45106 RF Equipment for Wireless Networks
3 cr
ELT-47206 Basics of RF Engineering
5 cr
ELT-47226 Basic RF Measurements
4 cr
ELT-47246 Passive RF Circuits
5 cr
ELT-47266 Active RF Circuits
5 cr
ELT-47286 RF Project
10–11 cr
ELT-47426 Transmission Lines and Waveguides
5 cr
ELT-47446 Antennas
8 cr
ELT-47466 Antenna Project
4–6 cr
ELT-47606 Radio Frequency Identification Technology 5 cr
ELT-47626 Wireless Solutions in Intelligent
Environments
5–15 cr
ELT-47646 Special Topics in RFID Applications 5–15 cr
ELT-48006 Integrated Circuits CAD
6 cr
ELT-48106 RF Integrated Circuits Architectures
9 cr
ELT-48156 RF Integrated Circuits Design
9 cr
ELT-48206 Battery and Power Management RFIC
6 cr
ELT-61226 Biomedical Engineering: Biomaterials
3 cr
ELT-61236 Biomedical Engineering: Research and
Productization
3 cr
ELT-62100 Viranomaisvaatimukset lääkinnälllisten
laitteiden suunnittelulle ja valmistukselle 3 cr
ELT-81000 WWW-kurssi: Sähkö, elektroniiikka ja
ympäristö
2 cr
ELT-82050 Tekniikan kehitykseen liittyvät
terveyskysymykset
5 cr
ELT-82200 Tekniikan kehitys eettisenä kysymyksenä 5 cr
FYS-6106 Basic Semiconductor Technology
5 cr
MOL-11230 Materiaalitieteen tutkimusmenetelmät
5 cr
TST-01606 Demola Project Work
5–10 cr
Additional Information
Advanced Studies in Electronics can be carried out either with 30
cp or 50 cp. If the study module is carried out with 50 cp, the Minor
subject is not required. Lecturer Katja Laine can also be contacted
regarding questions and enquiries of the study module.
Factory Automation and Industrial Informatics 30 cr
Contact Kari Koskinen, Jose Martinez Lastra, Andrei Lobov
Learning Outcomes
-The graduated with major in Factory Automation and Industrial
Informatics is capable to apply ”system thinking” to: design, develop
and integrate factory automation and information systems.
-The graduate is able to identify, model, program, control, optimize,
validate, verify, orchestrate, choreograph and architect factory
automation systems. Furthermore, s/he has acquired skills for
integrating factory automation systems with building and energy
automation systems in order to provide a holistic solution.
Content
Compulsory Courses
MEI-23106 Introduction to Industrial Informatics
5 cr
MEI-24026 Robot Modelling, Control and
Programming
4 cr
MEI-24036 Discrete Automation Systems
4 cr
MEI-24046 Distributed Automation Systems Design 5 cr
MEI-24206 Factory Communication Systems
6 cr
Total
24 cr
IV
IV
IV
IV
IV
Optional Compulsory Courses
Must be selected at least 6 credits of courses
MEI-24306 Advanced Course in Factory
Communication Systems
MEI-24406 Factory Information Systems
6 cr IV
6 cr IV
Complementary Courses
The courses listed here are the ones for Extended Major in Factory
Automation and Industrial Informatics. The Extension of Major should
be in total 30 cu. Twenty credit units are compulsory courses, while
10 cu should be received as optional compulsory courses that have
to be selected from the department (MEI) non-basic courses from the
same faculty.
Please select at least 30 credits of courses
MEI-25006 Demo Factory
6 cr V
MEI-25016 Special Assignment in Factory Automation7 cr V
MEI-25106 Special Assignment in Industrial
Informatics
7 cr V
Additional Information
The module provides Fundamental, Professional, and Technological
Skills in the multidisciplinary process of Designing, Developing,
Deploying and Monitoring of Software-Intensive Automation Systems
in Factories, with special attention to the Automatic Gathering,
Processing, and Integration of Information from Sensors and Actuators
to Enterprise Information Systems. The studies are targeting graduates
who will work for any of the Automation Value Chain Stakeholders,
including: providers of Run-Time packages, Devices and Automation
Suppliers, Machine Builders, System Integrators, and End-users. The
studies in addition to provide the student with knowledge on the latest
emerging and disruptive technologies within the field, also present the
latest societal challenges affecting the field such as the aging of the
population, the need for energy efficient Factories, and the integration
of Factories in the Future Smart Cities. Contact person for the study
module is professor Jose L. Martinez Lastra.
Fluid Power 30 cr
Contact: Erno Keskinen, Kalevi Huhtala
Learning Outcomes
-
After completing the study module, a studentis able to model,
simulate hydraulic systems and has very good theorical
understanding of water hydraulics or digital hydraulic
- Is able to write diploma thesis
- Has deep understanding of fluid power and its control applications
and theory
- Is able to start doctoral studies in fluid power or an R&D career in
industry.
Prerequisites
Hydrauliikka ja automatiikka
25 crMandatory
Content
Compulsary Courses
IHA-2306 Mobilehydraulics
IHA-2406 Fluid Power Applications
IHA-2576 Digital Hydraulics
IHA-2606 Modelling of Fluid Power Components
Total
5 cr
7 cr
5 cr
5 cr
22 cr IV
IV
IV
IV
major studies
47
-S/he is able to identify and apply standards and technologies to
vertically and horizontally integrate industrial system components
considering mechanical, electrical and information interfaces.
-The graduate has developed skills for selecting and applying
knowledge languages and associated standards to model systems
and in order to achieve automated reasoning at runtime.
-S/he has acquired knowledge in the field of industrial informatics in
order to develop and manage large software-intensive automation
systems.
major studies
48
Complementary Courses
Should be completed to the minimum module extend of 30 ETCS
IHA-1700
IHA-2350
IHA-2376
IHA-2500
IHA-2580
IHA-2700
IHA-2806
IHA-3150
MEI-66300
Hydrauliikan ja koneautomaation
mittaukset
Hydrauliset konemekanismit
Simulation of Machine Systems
Sähköhydrauliset servojärjestelmät
Digitaalihydrauliikan jatkokurssi
Hydraulijärjestelmien mallintamisen ja
simuloinnin jatkokurssi
Project Work in Fluid Power Automation
Automaatio työkoneissa
Vesihydrauliikan komponentit ja
järjestelmät
Industrial Biotechnology 5 cr
5 cr
6 cr
5 cr
6 cr
IV
IV
IV
IV
IV
5 cr IV
8 cr V
5 cr IV
5 cr IV
26 cr
Contact Matti Karp, Ville Santala
Learning Outcomes
-The student achieves a good knowledge of industrial biotechnology
and how to improve microbial cell factories by metabolic engineering
and synthetic biology.
-The student is capable of undertaking post-graduate studies and
studying molecular biotechnology.
-The student will attain eligibility for working assignments in the field
of design, inspection and development of industrial biotechnology.
-The student has readiness to participate in the multidisciplinary
discussions and cooperations in the field of biotechnology.
Prerequisites
Bioengineering
31 crMandatory
1 1. or corresponding studies related to biotechnology/bioengineering
(e.g. biotechnology courses in University of Tampere)
Content
Compulsory courses
KEB-23726 course is primarily intended for Bioengineering/
Biotechnology students
KEB-23406 Metabolic Engineering
4 cr
KEB-23726 Laboratory Course on Industrial
Biotechnology
4 cr
KEB-23736 Industrial and Molecular Biotechnology 8 cr
KEB-23796 Synthetic Biology: Design of a New Device2 cr
KEB-63250 Teollinen orgaaninen kemia
3 cr
Total
21 cr
V
V
IV
V
IV
Complementary Courses
Should be completed to the minimum study module extent of 26 ETCS
KEB-23426 Nanobiotechnologies
KEB-23786 Pilot Project in Biotechnology
KEB-26100 Biotekniikan erikoistyö
KEB-26106 Special project in Bioengineering
4 cr
5 cr
2–8 cr
2–8 cr
Information Technology for Health and Biology 30 cr
Contact Ilkka Korhonen, Andre Sanches Ribeiro, Olli Yli-Harja,
Jari Viik, Ulla Ruotsalainen
Learning Outcomes
-After this module, the student can: – justify the relevance of
information technology for systems biology and personalized
healthcare and describe its applications. – innovate, implement and
apply computational methods to biomedical measurement data. –
design and implement solutions to modeling problems based on
biomedical data. – communicate with people with engineering,
biological and medical backgrounds of this multidisciplinary field. –
follow developments in measurement technology and computational
methods.
Prerequisites
Basics of signal processing (Advisable)
Basic Knowledge of Cell Biology (Advisable)
Basic Programming Skills (Advisable)
Basics of computational biology (Advisable)
4 cr IV
3 cr IV
5 cr IV
5 cr V
17 cr
Optional Compulsory Courses
The students are advised to select from the list of optional courses,
one of the following four blocks:
Block 1: SGN-53006 and SGN-53406.
Topic: Systems Biology
Block 2: SGN-55006 and SGN-57206.
Topic: Medical image processing
Block 3: SGN-57406 and SGN-57206.
Topic: Healthcare information processing
Block 4: SGN-53206, SGN-52406 and SGN-53806:
Topic: Molecular and Computational biology
Must be selected at least 9 credits of courses
SGN-52406 Models of Gene Networks
3 cr
SGN-53006 Computational Modeling in Biomedical
Problems
5 cr
SGN-53206 Cell Culturing, Microscopy and Cell Image
Analysis
3 cr
SGN-53406 High-throughput Data Analysis
5 cr
SGN-53806 Techniques in Molecular Biology and
Applications to Gene Expression
3 cr
SGN-55006 Introduction to Medical Image Processing 5 cr
SGN-57206 Health Information Systems
5 cr
SGN-57406 Standards, Interoperability and Regulations
in Health Informatics
5 cr
IV
IV
IV
V
V
V
IV
IV
Complementary Courses
The complementary courses should be selected based on the
previously chosen block of optional courses.
Should be completed to the minimum study module extent of 30 ETCS
ELT-61106 Human Anatomy and Physiology
4 cr
ELT-61236 Biomedical Engineering: Research
and Productization
3 cr
ELT-63306 Modelling of Physiological Systems
5 cr
ELT-64206 Magnetic Resonance and Ultrasound
Imaging
4 cr
ELT-64256 Medical Ionizing Imaging Methods
4 cr
SGN-51006 Biology of the Cell
3 cr
SGN-53606 Computational Models in Complex
Systems
5 cr
SGN-54006 Introduction to Neuroinformatics
5 cr
SGN-57006 Health Care Processes and Systems
3 cr
SGN-81006 Signal Processing Innovation Project 5–8 cr
SGN-82006 Special Topics in Signal Processing
1–5 cr
SGN-83006 External Network Course in Signal
Processing
1–8 cr
SGN-84006 Introduction to Scientific Computing with
Matlab
3 cr
SGN-95006 Graduate Seminar on Signal Processing
for Systems Biology
2–6 cr
YHTTAY-22136Advanced Bioinformatics Tools
4 cr
YHTTAY-24446Basic Biological Data Analysis
5 cr
YHTTAY-24456Biological Data Analysis with R
5 cr
IV
V
IV
V
V
IV
V
V
IV
V
V
V
IV
V
V
V
V
Additional Information
Aside from the courses listed, to complete this major, the students
are required to complete the two following courses (either finnish
or english versions): Finnish: TST-01300 Diplomityöseminaari (1cr)
and TST-01400 Diplomityöseminaariesitys (0 cr) or English: TST01306 Master’s Thesis Seminar (1cr) and TST-01406 Master’s Thesis
Seminar Presentation (0 cr)
Intelligent Microsystems 50 cr
Contact Jukka Lekkala, Pasi Kallio
Learning Outcomes
-The aim of the major in Intelligent Microsystems is to provide
students with a competitive advantage in their careers by providing
them knowledge on a field of new technology (microsystems)
together with algorithmic know-how (machine intelligence). The goal
major studies
49
Content
Compulsory Courses
SGN-41006 Signal Interpretation Methods
SGN-50006 Introduction to Information Technology
for Health and Biology
SGN-52606 Processing of Biosignals
SGN-56006 Laboratory course in Information
Technology for Health and Biology
Total
major studies
50
is that students can provide added value in their future careers by
being able to design intelligent systems which utilize microsystem
technologies. After completing the study module, a student
-Is able to design, model, simulate, test and apply microsensors,
microactuators and microfluidic structures and understands
their physical principles and the specifications of corresponding
commercial products,
-Is familiar with the concept of scaling effect and understands the
consequences in different microtechnology domains,
-Is familiar with the basic principles of microfabrication, understands
the potential and limitations of the different methods and can design
simple fabrication processes,
-
Is familiar with the characterization methods of microscale
components and is able to use basic devices,
- Is able to combine know-how on measurement data analysis methods
or modern control methods with know-how on microsystems,
-Is able to write technical reports and scientific publications and give
technical presentations in English,
-Is able to start doctoral studies in microsystems or an R&D career in
industry.
Prerequisites
Systems and Automation
29 crMandatory
ASE-2316 Introduction to Microsystem Technology; if the course does
not belong to prerequisite studies of the student, the course must be
included in the study module. (Mandatory)
Content
Compulsory Courses
ASE-7010 Systeemitekniikan diplomityöseminaari is
linked up with this study module
ASE-3016 Microactuators and Active Actuator
Materials
5 cr
ASE-3036 Microsensors
5 cr
ASE-3056 Design of Microsensors
5 cr
ASE-3076 Microfluidics
5 cr
ASE-7116 Project Study in Automation Science and
Engineering
2–8 cr
Total
22 cr
Optional Compulsory Courses
ASE-2316 Introduction to Microsystem Technology
5 cr 1 IV
1. 0 . If ASE-2316 Introduction to Microsystem Technology belongs to
prerequisites, it can not be included into the study module
Complementary Courses
Should be completed to the minimum study module extent of 50 ETCS
ASE-2410 Johdatus prosessien hallintaan
ASE-2510 Johdatus systeemien analysointiin
ASE-2610 Johdantus automation tietotekniikkaan
ASE-5016 Advanced Methods of Data-driven
Modelling and Analysis
ASE-5036 Optimal Estimation and Prediction Based
on Models
ASE-5056 Optimal and Robust Control with Matlab
ASE-6030 Automaation reaaliaikajärjestelmät
ASE-7410 Kuvaan perustuvat mittaukset
ASE-7516 Dynamic Planning with Incomplete
Information
ASE-7716 Predictive and Fuzzy Control
ASE-7816 Biosensors
ASE-7836 Optical Methods in Bioanalytics
MEI-44506 Machine Vision and Optical
Measurements
MEI-45306 Micro and Desktop Manufacturing
International Sales and Sourcing 5 cr IV
5 cr IV
5 cr IV
5 cr V
7 cr
8 cr
5 cr
5 cr
V
V
V
V
5 cr
5 cr
5 cr
4 cr
V
V
V
V
6 cr V
6 cr V
30 cr
Contact Miia Martinsuo
IV
IV
V
IV
V
Learning Outcomes
-After completing the study block the students are able to apply
global sales and sourcing strategies, concepts and management
tools.
-The students learn how to apply various management concepts in
business development, operation management and in business to
business practices.
-The students learn how to operate especially in technical sales and
sourcing practices in global business environment.
IV
IV
IV
IV
IV
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
TLO-11016 Management Information Systems
TLO-35216 Information Systems Renewal and
Implementation
TLO-35236 Information Security Management
TLO-35246 Software Business
TRT-25006 Demola Project Work
TTA-65026 Technology Strategy
TTA-65046 Case Course on Strategic Management
TTA-65056 Theory and Practice of Strategic Thinking
TTA-75036 Management of Project Business
4 cr IV
4 cr
4 cr
4 cr
5 cr
4 cr
3 cr
4 cr
4 cr
IV
IV
IV
IV
IV
IV
IV
IV
Additional Information
This study module is one of the Major options for the Finnish degree
students in Industrial Engineering and Management; and this is the
Major for the international degree students in Industrial Engineering
and Management. The Major is conducted entirely in English.
Mathematics 50 cr
Contact Seppo Pohjolainen, Martti Lehto
Learning outcomes
-The extended advanced study module in Mathematics is intended to
give the student an exceptionally solid knowledge of the foundations
of mathematics for research, post-graduate studies and other further
training, and especially applications in industry and elsewhere. The
studies therefore should be focused on at least two of the main
three areas: Analysis, Discrete Mathematics, and Mathematical
and Semantic Modelling. Studies in the Analysis focus area mainly
deal with functional analysis and its applications, and measure
and integration theory. This area lends itself nicely to mathematics
itself and the more theoretical engineering sciences. The main
topics then are measure and integration, functional analysis and its
applications, and geometric algebra. Discrete Mathematics is mainly
mathematics needed in modelling algorithmics, data communication,
and symbolical calculation. Applications of the old areas of number
theory, logic and algebra will be included, too. The focus area aims
at a comprehensive overview. By proper choice of courses any one
of these areas may be emphasized. Mathematical and Semantic
Modelling, together with various computational methods (e.g.
simulation, optimization and visualization) has a central role in the
investigation of many fields of science, and also in high-tech product
development. The goal of modelling is to build a sufficiently detailed
mathematical model, the solution of which then usually requires heavy
numerical computation. Studies in this focus area provide the student
with a broad mathematical know-how for modelling incoming multidiscipline phenomena, and developing advanced solution methods.
Prerequisites
Mathematics
25 crMandatory
- Or a corresponding prerequisite module of sufficient mathematical
content.
Content
Optional Compulsory Courses
Each of the three focus areas has its own compulsory course and a
recommended set of choices for the complementary courses which
are listed in a separate table. For the extended study module the
compulsory courses of at least two of the focus areas should be chosen.
MAT-60206 Mathematical Analysis
MAT-61006 Introduction to Functional Analysis
MAT-62756 Graph Theory
MAT-63506 Scientific Computing
5 cr
7 cr
7 cr
5 cr
1
1
1
1
IV
IV
IV
IV
1. 2. Graph Theory is compulsory for the Discrete Mathematics focus
area; Mathematical Analysis and Introduction to Functional Analysis
for the Analysis focus area; and Scientific Computation is compulsory
for the Mathematical and Semantic Modelling focus area.
major studies
51
Content
Compulsory Courses
TLO-25466 Logistics Strategies and Outsourcing
3 cr
TTA-15076 Managing Operative Sales and Sourcing
in Global B2B Markets 4 cr
TTA-15086 Managerial Finance for Sales and Sourcing 4 cr
TTA-15116 Empirical Study in Business and Technology 4 cr
TTA-55016 Management of Innovation
4 cr
Total
19 cr
major studies
52
Complementary Courses
The complementary courses should be chosen mainly according to
the recommendation of the department. Choice of some courses may
have an extra proviso. All these are given in a separate document
as an attachment in the POP study-guide description of the module.
Including other courses and courses of other universities is possible
with prior permission.
Should be completed to the minimum study module extent of 50 ETCS
MAT-60206 Mathematical Analysis
5 cr
MAT-60250 Basic Course on Mathematical Modelling 5 cr
MAT-60356 Multivariate Methods in Statistics
5 cr
MAT-60406 Stochastic Processes
5 cr
MAT-60456 Optimization Methods
5 cr
MAT-60506 Vector Fields
5 cr
MAT-60556 Mathematical Logic
5 cr
MAT-61006 Introduction to Functional Analysis
7 cr
MAT-61256 Geometric Analysis
7 cr
MAT-61506 Dynamical Systems and Chaos
7 cr
MAT-61756 Measure and Integration
7 cr
MAT-62006 Inverse Problems
7 cr
MAT-62256 Advanced Functional Analysis
7 cr
MAT-62506 Linear Systems
7 cr
MAT-62756 Graph Theory
7 cr
MAT-63006 Information Theory
7 cr
MAT-63256 Mathematical Cryptology
7 cr
MAT-63506 Scientific Computing
5 cr
MAT-64000 Continuum Models
4 cr
MAT-64250 Modelling Randomness
4 cr
MAT-64500 Soft Computing Methods of Mathematical
Modelling
4 cr
MAT-64750 Modelling and Optimization
4 cr
MAT-65000 Statistical Models
4 cr
MAT-65250 Modelling with Partial Differential
Equations
4 cr
MAT-67250 Mathematics Special Assignment
5–10 cr
MAT-67256 Special Assignment in Mathematics 5–10 cr
MAT-67500 Project Work in Mathematics
2–10 cr
MAT-67506 Mathematics Project Work
2–10 cr
MAT-67756 Post-Graduate Seminar in
Mathematics
2–10 cr
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
V
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
V
MAT-68006 Topics in Mathematics
2–10 cr
MAT-68256 Mathematics Literature
0–10 cr
MAT-71506 Program Verification
5 cr
MAT-72006 Advanced Algorithms and Data Structures 7 cr
MAT-72306 Randomized Algorithms
4 cr
MAT-72606 Approximation Algorithms
4 cr
MAT-73006 Theoretical Computer Science
7 cr
MAT-74006 Concurrency Theory
7 cr
MAT-75006 Artificial Intelligence
7 cr
MAT-82106 Semantic Modelling
4 cr
MAT-82200 Qualitative Research Methods
5 cr
MAT-82306 Scientific Visualization
4 cr
Mathematics IV
V
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
30 cr
Contact Seppo Pohjolainen, Martti Lehto
Learning Outcomes
-The advanced study module in Mathematics is intended to give
the student a solid knowledge of the foundations of mathematics
for research, post-graduate studies and other further training, and
especially applications in industry and elsewhere. The studies
may be focused on one of the main three areas: Analysis, Discrete
Mathematics, and Mathematical and Semantic Modelling. Studies
in the Analysis focus area mainly deal with functional analysis and
its applications, and measure and integration theory. This area
lends itself nicely to mathematics itself and the more theoretical
engineering sciences. The main topics then are measure and
integration, functional analysis and its applications, and geometric
algebra. Discrete Mathematics is mainly mathematics needed
in modelling algorithmics, data communication, and symbolical
calculation. Applications of the old areas of number theory, logic and
algebra will be included, too. The focus area aims at a comprehensive
overview. By proper choice of courses any one of these areas may
be emphasized. Mathematical and Semantic Modelling, together
with various computational methods (e.g. simulation, optimization
and visualization) has a central role in the investigation of many
fields of science, and also in high-tech product development. The
goal of modelling is to build a sufficiently detailed mathematical
model, the solution of which then usually requires heavy numerical
Content
Optional Compulsory Courses
Each of the three focus areas has its own compulsory course and a
recommended set of choices for the complementary courses which
are listed in a separate table.
MAT-60206 Mathematical Analysis
MAT-61006 Introduction to Functional Analysis
MAT-62756 Graph Theory
MAT-63506 Scientific Computing
5 cr
7 cr
7 cr
5 cr
1
1
1
1
IV
IV
IV
IV
1. 1 . Graph Theory is compulsory for the Discrete Mathematics focus
area; Mathematical Analysis and Introduction to Functional Analysis
for the Analysis focus area; and Scientific Computation is compulsory
for the Mathematical and Semantic Modelling focus area.
Complementary Courses
The complementary courses should be chosen mainly according to
the recommendation of the department. Choice of some courses may
have an extra proviso. All these are given in a separate document
as an attachment in the POP study-guide description of the module.
Including other courses and courses of other universities is possible
with prior permission.
Should be completed to the minimum study module extent of 30 ETCS
MAT-60206 Mathematical Analysis
MAT-60250 Basic Course on Mathematical Modelling
MAT-60356 Multivariate Methods in Statistics
MAT-60406 Stochastic Processes
MAT-60456 Optimization Methods
MAT-60506 Vector Fields
MAT-60556 Mathematical Logic
MAT-61006 Introduction to Functional Analysis
MAT-61256 Geometric Analysis
MAT-61506 Dynamical Systems and Chaos
MAT-61756 Measure and Integration
MAT-62006 Inverse Problems
MAT-62256 Advanced Functional Analysis
5 cr
5 cr
5 cr
5 cr
5 cr
5 cr
5 cr
7 cr
7 cr
7 cr
7 cr
7 cr
7 cr
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
V
MAT-62506 Linear Systems
7 cr
MAT-62756 Graph Theory
7 cr
MAT-63006 Information Theory
7 cr
MAT-63256 Mathematical Cryptology
7 cr
MAT-63506 Scientific Computing
5 cr
MAT-64000 Continuum Models
4 cr
MAT-64250 Modelling Randomness
4 cr
MAT-64500 Soft Computing Methods of Mathematical
Modelling
4 cr
MAT-64750 Modelling and Optimization
4 cr
MAT-65000 Statistical Models
4 cr
MAT-65250 Modelling with Partial Differential
Equations
4 cr
MAT-67250 Mathematics Special Assignment
5–10 cr
MAT-67256 Special Assignment in Mathematics 5–10 cr
MAT-67500 Project Work in Mathematics
2–10 cr
MAT-67506 Mathematics Project Work
2–10 cr
MAT-67756 Post-Graduate Seminar in
Mathematics
2–10 cr
MAT-68006 Topics in Mathematics
2–10 cr
MAT-68256 Mathematics Literature
0–10 cr
MAT-71506 Program Verification
5 cr
MAT-72006 Advanced Algorithms and Data Structures 7 cr
MAT-72306 Randomized Algorithms
4 cr
MAT-72606 Approximation Algorithms
4 cr
MAT-73006 Theoretical Computer Science
7 cr
MAT-74006 Concurrency Theory
7 cr
MAT-75006 Artificial Intelligence
7 cr
MAT-82106 Semantic Modelling
4 cr
MAT-82200 Qualitative Research Methods
5 cr
MAT-82306 Scientific Visualization
4 cr
Materials Science IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
V
IV
V
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
30 cr
Contact Minnamari Vippola, Veli-Tapani Kuokkala
Learning Outcomes
-After completing this module the student knows how to analyze
and to evaluate results obtained with the research methods and
techniques most commonly used in materials research.
major studies
53
computation. Studies in this focus area provide the student with
a broad mathematical know-how for modelling incoming multidiscipline phenomena, and developing advanced solution methods.
major studies
54
-S/he can design and perform high level materials research and
present the results and conclusions both verbally and in writing.
-S/he can select the most suitable research methods for various
problems and recognizes also the needs for possible interdisciplinary
research.
-S/he can work as an expert in materials research, and can work with
the scientific and societal problems in materials science.
Prerequisites
Materials Technology, Minor
Materials Technology, studies
Materials Engineering
24 crMandatory
24 crMandatory
26 crMandatory
Further Opporturnities
Computational Materials Science
Materials Science, Advanced Studies
Mechanics of Materials
30 cr
20 cr
30 cr
Content
Compulsory Courses
MOL-32216Thermal Analysis of Materials
MOL-32226Electron Microscopy
MOL-33236X-ray Diffraction
Total
5 cr IV
5 cr IV
5 cr IV
15 cr
Optional Compulsory Courses
FYS-1620 Kiinteän olomudon fysiikka
FYS-2106 Introduction to Surface Science
FYS-2306 Electron Spectroscopy
MOL-32246Introduction to NDT Techniques
MOL-32256Wear of Materials
MOL-32266Failure Analysis
MOL-33286Transmission Electron Microscopy
MOL-92236Special Treatise on Materials Science
1You must choose 15 credits, Materials
2You must choose 14 credits, Physics
Additional Information
Primary responsible person: Veli-Tapani Kuokkala
3 cr
6 cr
5 cr
3 cr
6 cr
5 cr
5 cr
3–8 cr
Materials Science, Advanced Studies 20 cr
Contact Minnamari Vippola, Veli-Tapani Kuokkala
Learning Outcomes
-After completing the module the student can
-Analyze and evaluate the results obtained with the research methods
in materials science
-Design, develop, and implement materials characterization and
communicate verbally and in writing about materials science and
materials characterization
-Choose the right characterization methods for the research problem.
Prerequisites
Materials Science
30 crMandatory
Content
Complementary Courses
Should be completed to the minimum study module extent of 20 ETCS
2
2
2
1
1
1
1
1
V
V
V
V
V
V
V
V
FYS-1350 Nanofysiikka
3 cr
FYS-2406 Nanostructures and Elementary Surface
Processes
5 cr
FYS-6106 Basic Semiconductor Technology
5 cr
MOL-22216Phase Transformations and Heat
Treatments of Metals
5 cr
MOL-33296Plastic Deformation and Fatigue of Metals 6 cr
MOL-42060Polymeerien reologia
5 cr
MOL-42096Degradation of Polymers
5 cr
MOL-52226Functional Materials
5 cr
MOL-53236Corrosion and its Prevention
6 cr
MOL-62210Tekstiilien testaus ja laadunvalvonta
5 cr
MOL-92236Special Treatise on Materials Science 3–8 cr
Additional Information
Primary responsible person: Veli-Tapani Kuokkala
V
V
V
V
V
V
V
V
V
V
V
50 cr
Contact Jurkka Kuusipalo, Petri Vuoristo
Learning Outcomes
-The students will be able to apply the newly acquired knowledge
in materials research and development, education, and industrial
product development tasks.
-The students completing this major will know the processing and
manufacturing methods of a broad range of materials.
-S/he will understand the effects of process parameters to the micro
and macroscopic structures, technical properties, functionality, and
durability in various different applications.
-The students will obtain a good overall knowledge of the material
group that s/he chooses.
-The materials include biomaterials, ceramics, composites, fiber,
medical materials, metals, paper and packaging, coatings, and
polymers and elastomers.
-The student can analyze and evaluate material properties, and to
choose the right material solutions for each application.
Prerequisites
Materials Technology, Minor
Materials Technology, studies
Materials Engineering
24 crMandatory
24 crMandatory
26 crMandatory
Content
Compulsory Courses
MOL-12226Materials Processing 1
MOL-12236Materials Processing 2
Total
5 cr IV
5 cr IV
10 cr
Optional Compulsory Courses
MOL-12206Materials for Energy Technologies
MOL-22216Phase Transformations and Heat
Treatments of Metals
MOL-22226Joining Methods for Metals
MOL-22230Valaminen valmistusmenetelmänä
MOL-22240Valutuotteen konstruktiosuunnittelu,
Kertamuottivalut
MOL-22266Advanced Steel Technology
MOL-32256Wear of Materials
5 cr 4 IV
5 cr 3 IV
5 cr 3 IV
3 cr 3 IV
5 cr 3 IV
4 cr 3 IV
6 cr 1 V
MOL-42026Composites
MOL-42036Elastomeric Materials
MOL-42060Polymeerien reologia
MOL-42076Processing of Plastics
MOL-42080Muovien tekniset sovellukset
MOL-52016Processing of Ceramics
MOL-52206Engineering Ceramics
MOL-52226Functional Materials
MOL-53236Corrosion and its Prevention
MOL-53246Coatings and Surface Treatments
MOL-53256Thin Film Technologies
MOL-62026Fibre and Textile Chemistry
MOL-62200Tekstiilirakenteet
MOL-62210Tekstiilien testaus ja laadunvalvonta
MOL-62236High Technology Fibres
MOL-62266Managing Global Supply Chains
MOL-62286Clothing Manufacture and Physiology
MOL-72216Paper and Board Making
MOL-72226Coating and Lamination Technology
MOL-72236Packaging Processes
5 cr
6 cr
5 cr
6 cr
6 cr
5 cr
5 cr
5 cr
6 cr
6 cr
3 cr
6 cr
5 cr
5 cr
5 cr
5 cr
5 cr
3 cr
6 cr
6 cr
5
5
5
5
5
4
4
4
1
1
1
2
2
2
2
2
2
6
6
6
IV
IV
IV
IV
V
V
IV
V
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
IV
V
1You must choose 21 credits, Surface Engineering
2You must choose 21 credits, Fibre and Textile Engineering
3You must choose 14 credits, Metals Technology
4You must choose 20 credits, Ceramics Technology
5You must choose 17 credits, Polymer Technology
6You must choose 15 credits, Paper Converting and Packaging
Technology
Complementary Courses
The module is completed to full size of 50 credit points from suitable
courses offered by the Department of Materials Science and the
courses listed as complementary. The students are adviced to ask the
professors for help with the selecting suitable courses.
Should be completed to the minimum study module extent of 50 ETCS
ELT-73206 Biodegradable Polymers
FYS-2100 Pintatieteen perusteet
FYS-2106 Introduction to Surface Science
KEB-63100 Polymeerikemia
KEB-63150 Polymeerikemian työt
MEI-01200 CAD sovellukset
5 cr
6 cr
6 cr
5 cr
5 cr
5 cr
V
V
V
V
V
V
major studies
55
Materials Technology major studies
56
MEI-40300 Valmistustekniikat- ja järjestelmät
MEI-50100 Materiaalien mekaniikka
MOL-81010Tribologian perusteet
MOL-82030Tribologian jatkokurssi
4 cr
5 cr
3 cr
5 cr
V
V
V
V
Additional Information
Primary responsible person: Petri Vuoristo
Mechanics of Materials 30 cr
Additional Information
This module consists of studies performed at the Universidad
Politécnica de Madrid (UPM) during one academic year. There are
no classes at TUT. To apply for these studies you need to apply for
exchange student scholarship and explain in the application what
module you are planning to study. Ask for more information from the
persons responsible for the module.
Metallic and Ceramic Materials 30 cr
Contact Juha Nykänen, Mikko Hokka, Veli-Tapani Kuokkala
Contact Pasi Peura, Erkki Levänen
Learning Outcomes
-The students completing this module will have strong knowledge
in materials engineering. After completing the module, students
will have a deep understanding of plastic and elastic behavior of
materials, and their numerical and constitutive modeling. The
students can work in several industrial and academic positions
requiring understanding of mechanical engineering and engineering
of materials.
Learning Outcomes
-After completing this module the student is able to apply
thermodynamics and kinetics in controlling the microstructures of
metals and ceramics.
-S/he knows the microstructures and the properties of metals and
ceramics, and is able to estimate the suitability of different metallic
and ceramic material in technical applications.
-The student will be able to work as an expert in research and
development of metallic and ceramic materials.
Prerequisites
Materials Science
Metallic and Ceramic Materials
Polymers and Biomaterials
30 crMandatory
30 crMandatory
30 crMandatory
Content
Compulsory Courses
YHTES-10016 Mechanical Behaviour of Materials III
YHTES-10026 Mechanical Behaviour of Materials IV
YHTES-10036 Numerical Simulation
Total
6 cr IV
6 cr IV
6 cr IV
18 cr
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
MOL-92236 Special Treatise on Materials Science 3–8 cr
YHTES-10046 Obtention of Materials
6 cr
YHTES-10056 Recycling of Materials
6 cr
YHTES-10066 Composite Materials
6 cr
YHTES-10076 Properties of Materials II
6 cr
YHTES-10086 Research Credits
1–10 cr
IV
IV
IV
IV
IV
IV
Prerequisites
Materials Technology, Minor
Materials Technology, studies
Materials Engineering
24 crMandatory
24 crMandatory
26 crMandatory
Further Opportunities
Computational Materials Science
Mechanics of Materials
Metallic and Ceramic Materials, Advanced Studies
30 cr
30 cr
20 cr
Content
Compulsory Courses
MOL-12226Materials Processing 1
MOL-22216Phase Transformations and Heat
Treatments of Metals
MOL-52206Engineering Ceramics
Total
5 cr IV
5 cr IV
5 cr IV
15 cr
MOL-22226Joining Methods for Metals
MOL-22230Valaminen valmistusmenetelmänä
MOL-22240Valutuotteen konstruktiosuunnittelu.
Kertamuottivalut..
MOL-22266Advanced Steel Technology
MOL-32256Wear of Materials
MOL-52016Processing of Ceramics
MOL-52226Functional Materials
5 cr 1 IV
3 cr 1 IV
5 cr
4 cr
6 cr
5 cr
5 cr
1
1
1
2
2
V
IV
V
V
V
1You must choose 10 credits, Focusing more on metals
2You must choose 10 credits, Focusing more on ceramics
Microsystems 30 cr
Contact Jukka Lekkala, Pasi Kallio
20 cr
Contact Pasi Peura, Erkki Levänen
Learning Outcomes
-After completing this module the student is able to apply
thermodynamics and kinetics in controlling the microstructures of
metals and ceramics.
-S/he knows the microstructures and the properties of metals and
ceramics, and is able to estimate the suitability of different metallic
and ceramic material in technical applications.
-The student will be able to work as an expert in research and
development of metallic and ceramic materials.
Prerequisites
Metallic and Ceramic Materials
V
V
V
V
V
V
V
V
V
V
V
Additional Information
Primary responsible person: Erkki Levänen
Additional Information
Primary responsible person: Erkki Levänen
Metallic and Ceramic Materials,
Advanced Studies
MOL-32226Electron Microscopy
5 cr
MOL-32246Introduction to NDT Techniques
3 cr
MOL-32266Failure Analysis
5 cr
MOL-33236X-ray Diffraction
5 cr
MOL-33286Transmission Electron Microscopy
5 cr
MOL-33296Plastic Deformation and Fatigue of Metals 6 cr
MOL-53236Corrosion and its Prevention
6 cr
MOL-53246Coatings and Surface Treatments
6 cr
MOL-53256Thin Film Technologies
3 cr
MOL-92000Metallien historia
3 cr
MOL-92236Special Treatise on Materials Science 3–8 cr
30 crMandatory
Content
Complementary Courses
Should be completed to the minimum study module extent of 20 ETCS
ELT-73106 Bioceramics and their Clinical Applications 4 cr V
MOL-12206Materials for Energy Technologies
5 cr V
MOL-22250Kertamuottivalujen suunnittelu
6 cr V
Learning Outcomes
-The aim of the major in Microsystems is to provide students with
a competitive advantage in their careers by introducing them into
this rapidly growing field. The goal is that students will be able to
recognize the new opportunities provided by microsystems and
understand the current limits such that they can bring added value
with this new technology in their future careers for example in
product development. After completing the study module, a student
-Is able to design, model, simulate, test and apply microsensors,
microactuators and microfluidic structures and understands
their physical principles and the specifications of corresponding
commercial products,
-Is familiar with the concept of scaling effect and understands the
consequences in different microtechnology domains,
-Is familiar with the basic principles of microfabrication, understands
the potential and limitations of the different methods and can design
simple fabrication processes,
-
Is familiar with the characterization methods of microscale
components and is able to use basic devices,
-Is able to write technical reports and scientific publications and give
technical presentations in English,
-Is able to start doctoral studies in microsystems or an R&D career in
industry.
major studies
57
Optional Compulsory Studies
Must be selected at least 15 credits of courses
major studies
58
Prerequisites
Systems and Automation
29 crMandatory
ASE-2316 Introduction to Microsystem Technology; if the course does
not belong to prerequisite studies of the student, the course must be
included in the study module. (Mandatory)
Content
Compulsory Courses
ASE-7010 Systeemitekniikan diplomityöseminaari is linked up with
this study module
ASE-3016 Microactuators and Active Actuator Materials5 cr
ASE-3036 Microsensors
5 cr
ASE-3056 Design of Microsensors
5 cr
ASE-3076 Microfluidics
5 cr
Total
20 cr
IV
IV
V
IV
Optional Compulsory Studies
If ASE-2316 Introduction to Microsystem Technology belongs to
prerequisites, it can not be included into the study module
ASE-2316 Introduction to Microsystem Technology
5 cr IV
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
ASE-2410 Introduction to Process Automation
5 cr
ASE-2510 Introduction to Systems Analysis
5 cr
ASE-2610 Introduction to Information Systems in
Automation
5 cr
ASE-7816 Biosensors
5 cr
ASE-7836 Optical Methods in Bioanalytics
4 cr
MEI-44506 Machine Vision and Optical Measurements6 cr
MEI-45306 Micro and Desktop Manufacturing
6 cr
IV
IV
IV
V
V
IV
IV
Additional Information
The aim of the major in Microsystems is to provide students with
a competitive advantage in their careers by introducing them into
this rapidly increasing field. The goal is that students will be able
to recognise the new opportunities provided by microsystems and
understand the current limits such that they can bring added value
with this new technology in their future careers for example in product
development.
Theoretical Computer Science 30 cr
Contact Tapio Elomaa, Antti Valmari
Learning Outcomes
-The student knows basic results in advanced algorithms and
theoretical computer science.
-He has a good background for postgraduate studies on theoretical
computer science and its applications.
Prerequisites
Mathematics
Minor in Software Systems
25 cr Advisable
25 cr Advisable
The student must have basic knowledge on programming,
basic course on algorithms and data structures, and algorithm
mathematics. For instance, the following courses suffice: MAT-02650
Algoritmimatematiikka and either TIE-20106 Data Structures and
Algorithms or MAT-71000 Tieto ja laskenta. (Mandatory)
Content
Compulsory Courses
MAT-72006 Advanced Algorithms and Data Structures 7 cr IV
MAT-73006 Theoretical Computer Science
7 cr IV
Total
14 cr
Optional Compulsory Courses
Must be selected at least 7 credits of courses
MAT-72306 Randomized Algorithms
MAT-72606 Approximation Algorithms
MAT-74006 Concurrency Theory
MAT-74506 Model Checking and Petri Nets
MAT-75006 Artificial Intelligence
4 cr
4 cr
7 cr
7 cr
7 cr
IV
IV
IV
IV
IV
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
MAT-60056 Algebra
MAT-60556 Mathematical Logic
MAT-62756 Graph Theory
MAT-63006 Information Theory
MAT-63256 Mathematical Cryptology
MAT-70906 Software Science Project
5 cr
5 cr
7 cr
7 cr
7 cr
4 cr
5 cr
2 cr
5 cr
5 cr
4 cr
Additional Information
This module concentrates on the mathematical theory of computation
and its application to the design of efficient and reliable sequential
and concurrent programs.
Pervasive Systems 30 cr
Contact Hannu-Matti Järvinen, Jarmo Takala
Learning Outcomes
-The student can specialise the studies in software or computer
systems, or sensor-based context awareness.
-Students in software specialisation will have – a good understanding
of software engineering – the ability to design and implement
software systems – ability to manage and improve software
development processes – the ability to understand, design, and
implement concurrent, parallel, and distributed systems.
-Students in computer systems will have: – the ability to designing
digital systems, including application-specific circuits, processors,
embedded systems, and systems-on-chip – understanding on the
functionality of digital and computer systems – ability to design new
equipment using modern methods and design tools – the ability
to understand, design, and implement concurrent, parallel, and
distributed systems.
-Students in sensor-based context awareness will have: – good
understanding on MEMS sensor measurements and error sources –
the ability to use sensor data to improve positioning and navigation
accuracy – ability to design context aware features for locationbased services
Prerequisites
Pre-Major Studies in Information
Technology, BSc (Tech)
18 crMandatory
-Equivalent knowledge required for international students.
Content
Compulsory Courses
TIE-20106 Data Structures and Algorithms
TST-01906 Master’s Thesis Seminar
Total
5 cr IV
1 cr IV
6 cr
Optional Compulsory Courses
Must be selected at least 10 credits of courses
ASE-3036 TIE-21106 TIE-23406 TIE-50406 TIE-50506 TIE-52206 Microsensors
Software Engineering Methodology
Distributed Systems
DSP Implementations
System Design
Inertial Sensors and their Applications
5 cr
6 cr
5 cr
5 cr
5 cr
5 cr
3
1
1
2
2
3
IV
IV
IV
IV
IV
IV
1. Choose two courses: Software engineering specialisation
2. Choose two courses: Computer engineering specialisation
3. Choose two courses: Sensor-based context awareness
specialisation
Complementary Courses
The study module can be completed also as minimum of 50 credit
points; then another subject as a minor is not needed.
Should be completed to the minimum study module extent of 30 ETCS
ELT-46006 Introduction to Satellite Positioning
5 cr
ELT-51006 Networking Laboratory I
4–5 cr
ELT-51106 Computer Networking I
4–6 cr
ELT-53206 Peer-to-Peer Networks
3–5 cr
ELT-53306 Wireless Networking
3–5 cr
SGN-11006 Basic Course in Signal Processing
5 cr
SGN-12006 Basic Course in Image and Video
Processing
5 cr
TIE-11206 Special Topics on Pervasive Computing 1–5 cr
TIE-11306 Course on Varying Topics of Pervasive
Computing
3–6 cr
TIE-11406 Seminar on Pervasive Computing
3 cr
TIE-12106 Scientific Papers and Presentation
6 cr
TIE-13106 Project Work On Pervasive Systems 5–10 cr
TIE-20306 Principles of Programming Languages
5 cr
TIE-21200 Ohjelmistojen testaus
6 cr
major studies
59
MAT-71506 Program Verification
MAT-71800 Publishing with LaTeX
TIE-02500 Concurrency
TIE-20306 Principles of Programming Languages
TIE-22100 Introduction to Databases
major studies
60
TIE-21300 Ohjelmistoarkkitehtuuri
6 cr
TIE-22200 Tietokantojen suunnittelu
6 cr
TIE-23100 Käyttöjärjestelmät
4 cr
TIE-23306 Real-time Systems
4 cr
TIE-23500 Web-ohjelmointi
5 cr
TIE-23600 Palvelupohjaiset järjestelmät
5 cr
TIE-30200 Tietoturva-arki
4 cr
TIE-30400 Verkon tietoturva
5 cr
TIE-30500 Identiteetin ja pääsynhallinta
4 cr
TIE-30600 Turvallinen ohjelmointi
3 cr
TIE-40106 Psychology of Pervasive Computing
5 cr
TIE-40206 Cross-Cultural Design
3 cr
TIE-41206 Human-Centered Product Development 5 cr
TIE-50200 Logistiikkasynteesi
5 cr
TIE-51256 Computer Architecture
5 cr
TIE-52106 Wireless Sensor Networks and
Applications
5 cr
TIE-52206 Inertial Sensors and their Applications
5 cr
TST-01606 Demola Project Work
5–10 cr
Polymers and Biomaterials 30 cr
Contact Jyrki Vuorinen, Minna Kellomäki
Learning Outcomes
-The student completing this module will obtain a good overall
knowledge on a wide variety of polymers and biomaterials.
-S/he will be able to work as an expert in the field of polymers and
biomaterials.
-The students can also apply the acquired knowledge in product
development and process control considering also the economic
and sustainability aspects.
-S/he can evaluate the behavior of these materials based on the
structure and relaxation of the material, as well as evaluate the
interaction of these materials with their environment.
Prerequisites
Materials Technology, Minor
Materials Technology, studies
Materials Engineering
24 crMandatory
24 crMandatory
26 crMandatory
Further Opportunities
Computational Materials Science
Mechanics of Materials
Polymers and Biomaterials, Advanced Studies
30 cr
30 cr
20 cr
Content
Compulsory Courses
MOL-12236Materials Processing 2
MOL-32216Thermal Analysis of Materials
MOL-42006Polymeric Materials
MOL-42026Composites
Total
5 cr
5 cr
5 cr
5 cr
20 cr
Optional Compulsory Courses
ELT-61236 Biomedical Engineering: Research and
Productization
3 cr
ELT-62100 Viranomaisvaatimukset lääkinnällisten
laitteiden suunnittelulle ja valmistukselle 3 cr
ELT-62356 Product Development of Biomedical
Devices
5 cr
ELT-73206 Biodegradable Polymers
5 cr
ELT-73256 Biodegradable Polymers Laboratory
Course
5 cr
MOL-42036Elastomeric Materials
6 cr
MOL-42060Polymeerien reologia
5 cr
MOL-42076Processing of Plastics
6 cr
MOL-42080Muovien tekniset sovellukset
6 cr
MOL-42096Degradation of Polymers
5 cr
MOL-62236High Technology Fibres
5 cr
MOL-62250Tekniset tekstiilit
5 cr
MOL-62296Intelligent Textiles and Smart Garments 5 cr
MOL-72246Packaging Materials
6 cr
MOL-72256Package Development
4 cr
MOL-92236Special Treatise on Materials Science 3–8 cr
1You must choose 10 credits, Polymers
2You must choose 10 credits, Medical Biomaterials
3You must choose 10 credits, Packaging Materials
Additional Information
Primary responsible person: Jyrki Vuorinen
IV
IV
IV
IV
2 V
2 V
2 V
2 V
2
1
1
1
1
1
1
1
1
3
3
1
V
IV
IV
IV
V
IV
IV
V
V
V
V
V
Contact Jyrki Vuorinen, Minna Kellomäki
Learning Outcomes
-The student completing this module will obtain a good overall
knowledge on a wide variety of polymers and biomaterials.
-S/he can evaluate the behavior of these materials based on the
structure and relaxation of the material, as well as evaluate the
interaction of these materials with their environment.
-The students can also apply the acquired knowledge in product
development and process control considering also the economic
and sustainability aspects.
-S/he will be able to work as an expert in the field of polymers and
biomaterials.
Prerequisites
Polymers and Biomaterials
30 crMandatory
Content
Optional Compulsory Courses
MOL-42060, MOL-42096, KEB-63100 and KEB-63150 for all
alternativies. MOL-42076 for alternativies polymers and packaging
materials.
ELT-61100 Ihmisen fysiologia
ELT-61150 Ihmisen fysikaaliset ominaisuudet
ELT-61156 Physics of the Human Body
ELT-61216 Biomedical Engineering: Signals and
Systems
ELT-62206 Commercialization in Biomedical
Engineering
ELT-62306 Research Project in Biomedical
Engineering
ELT-70100 Kudosteknologian perusteet
ELT-73106 Bioceramics and their Clinical
Applications
ELT-73306 Drug Delivery Devices
KEB-63100 Polymeerikemia
KEB-63150 Polymeerikemian työt
4 cr 2 V
4 cr 2 V
4 cr 2 V
3 cr 2 V
4 cr 2 V
5 cr 2 V
3 cr 2 V
4 cr
4 cr
5 cr
5 cr
2
2
1
1
V
V
V
V
MEI-50100 Materiaalien mekaniikka
MOL-42060Polymeerien reologia
MOL-42076Processing of Plastics
MOL-42096Degradation of Polymers
MOL-53246Coatings and Surface Treatments
MOL-53256Thin Film Technologies
MOL-72216Paper and Board Making
5 cr 1 5 cr 1 6 cr 1 5 cr
6 cr 3 3 cr 3 3 cr 3 V
V
V
V
V
V
V
1You must choose 20 credits, Polymers
2You must choose 20 credits, Medical Biomaterials
3You must choose 20 credits, Packaging Materials
Complementary Courses
MOL-92010Puun materiaalioppi
MOL-92020Materiaaliopin erityistyö
MOL-92236Special Treatise on Materials Science
3 cr V
3–8 cr V
3–8 cr V
Additional Information
Primary responsible person: Jyrki Vuorinen
Signal Processing 30 cr
Contact Jaakko Astola, Tapio Saramäki, Joni Kämäräinen, Ioan Tabus,
Ari Visa, Karen Eguiazarian, Serkan Kiranyaz, Anssi Klapuri, Ireneusz
Defee, Moncef Gabbouj
Learning Outcomes
-After having passed this module the student knows the concepts of
signal processing so well that he can explain them, he can develop
signal processing methods further and he can innovate products
based on signal processing.
-The student can analyze measurement signals so that he can
determine the characteristics of a digital filter to reach the wanted
goal.
-The student knows the methods of image and video processing
deeply.
-The student can design signal interpretation systems.
-The student can follow the literature of the field and apply signal
processing methods found from the literature and adapt it to the task
at hand.
major studies
61
Polymers and Biomaterials, Advanced Studies 20 cr
major studies
62
Prerequisites
Signal Processing
25 crMandatory
-As the international students have not passed the B.Sc. level study
module of signal processing in TUT, they should have passed similar
courses in their B.Sc. studies or be prepared to pass these courses
in TUT. The prerequisite courses should be checked from the
descriptions of the individual courses of this study module.
Content
Compulsory courses
SGN-21006 Advanced Signal Processing
5 cr IV
SGN-31006 Image and Video Processing Techniques 6 cr IV
SGN-41006 Signal Interpretation Methods
4 cr IV
Total
15 cr
Optional Compulsory Courses
Must be selected at least 5 credits of courses
SGN-26006 Advanced Signal Processing Laboratory 5 cr V
SGN-81006 Signal Processing Innovation Project 5–8 cr V
TST-01606 Demola Project Work
5–10 cr V
Complementary Courses
Should be completed to the minimum study module extent of 30 ETCS
ASE-1257 Introduction to Control
4 cr
ASE-2130 Sensor Physics and Signals
5 cr
ASE-3036 Microsensors
5 cr
ASE-7450 Akustiikan perusteet
4 cr
ELT-23000 Mikrokontrollijärjestelmät
5 cr
ELT-23050 Sulautettujen järjestelmien tuotteistaminen 5 cr
ELT-44006 Receiver Architectures and Signal
Processing
5–7 cr
ELT-46206 Signal Processing for Mobile Positioning 5–7 cr
ELT-61216 Biomedical Engineering: Signals and
Systems
3 cr
SGN-14006 Audio and Speech Processing
5 cr
SGN-22006 Signal Compression
5 cr
SGN-23006 Advanced Filter Design
5 cr
SGN-24006 Analysis of Audio, Speech and Music
Signals
5 cr
SGN-33006 Video Compression
5 cr
IV
V
V
IV
IV
V
V
V
IV
III
IV
IV
IV
V
SGN-34006 3D and Virtual Reality
5 cr
SGN-35006 Media Services
5 cr
SGN-42006 Machine Learning
5 cr
SGN-43006 Knowledge Mining and Big Data
5 cr
SGN-50006 Introduction to Information Technology
for Health and Biology
3 cr
SGN-51506 Human Visual System
5 cr
SGN-52606 Processing of Biosignals
5 cr
SGN-53606 Computational Models in Complex Systems 5 cr
SGN-54006 Introduction to Neuroinformatics
5 cr
SGN-55006 Introduction to Medical Image Processing 5 cr
SGN-57006 Health Care Processes and Systems
3 cr
SGN-57206 Health Information Systems
5 cr
SGN-57406 Standards, Interoperability and
Regulations in Health Informatics
5 cr
SGN-82006 Special Topics in Signal Processing
1–5 cr
SGN-83006 External Network Course in Signal
Processing
1–8 cr
SGN-84006 Introduction to Scientific Computing
with Matlab
3 cr
TIE-02400 Ohjelmoinnin tekniikat
6 cr
TIE-23306 Real-time Systems
4 cr
TIE-50406 DSP Implementations
5 cr
TIE-52106 Wireless Sensor Networks and Applications 5 cr
V
IV
IV
IV
IV
IV
IV
V
V
IV
IV
IV
V
V
V
IV
III
V
V
V
Additional Information
Signal processing covers the analysis, filtering and interpretation of
various types of signals, including images and video. Signal processing
methods are often embedded in devices and some software systems.
It is advisable to obtain good programming skills in order to be able
to apply signal processing methods to such systems. Co-operation
with other developers requires also communication, presentation
and negotiation skills, as well as project management and leadership
skills. The industry is interested in innovative engineers and therefore
all self-invented hands-on experimentation with signals and images is
highly advisable. Aside from the courses listed, to complete this major,
the students are required to complete the two following courses (either
finnish or english versions): Finnish: TST-01300 Diplomityöseminaari
(1cr) and TST-01400 Diplomityöseminaariesitys (0 cr) or English:
TST-01306 Master’s Thesis Seminar (1cr) and TST-01406 Master’s
Thesis Seminar Presentation (0 cr)
30 cr
Contact Enrique Acha, Pertti Järventausta
Learning Outcomes
-After passing the major the student is able to recognize, manage,
and use common scientific and professional concepts of the field.
-The student has possibility to work in electricity companies, power
engineering industry and research institutes and has knowledge
and skills to develope applications in areas such as active network
management, the integration of distributed energy resources or the
enabling FACTS technology.
-By doing the master thesis in the major subject the student gains
ability to understand and use the scientific and professional
concepts of the field.
Content
Compulsory Courses
At least the following courses are prerequisites for the major: DEE23116 Introduction to Smart Grids and DEE-23106 Fundamentals of
Electrical and Power Engineering. Recommended year of a course:
IV means the first year at Master level studies and V the second
year. If the student does his/her Master’s thesis in Smart Grids the
course TST-01906 Master’s Thesis Seminar with the Electrical
Engineering implementation round is compulsory. Smart Grid major
is also available for a student of Finnish Master program. The course
DEE-24106 Electric Power Systems can be replaced by the course
DEE-24000 Sähköverkkojen mallintaminen ja analyysi, and the DEE33116 Power Electronics Converters can be replaced by the course
DEE-33020 Tasa- ja vaihtosuuntaajat.
DEE-24106 Electric Power Systems
5 cr IV
DEE-33116 Power Electronics Converters
5 cr IV
DEE-53106 Introduction to Renewable Energy Sources 3 cr IV
Total
13 cr
Optional Compulsory Courses
Courses DEE-33106, DEE-34106, DEE-34206, DEE-53117, DEE54107, and DEE-24126 focus more on integration of distributed
energy resources and power electronics and courses DEE-24116,
DEE-24136, DEE-24126, DEE-53117 and DEE-54107 more on active
distribution network management issues.
Must be selected at least 17 credits of courses
ASE-1257 Introduction to Control
4 cr
DEE-24116 Distribution Automation
5 cr
DEE-24126 Flexible Transmission Systems
5 cr
DEE-24136 Distributed Energy Resources in
Electricity Networks
3 cr
DEE-24906 Electrical Energy Engineering Project
Work
2–10 cr
DEE-33106 Switched-mode Converters
5 cr
DEE-34037 Design Project in Power Electronics
5 cr
DEE-34106 Converter Dynamics and EMC
5 cr
DEE-34206 Dynamics and control of grid-connected
converters
5 cr
DEE-53117 Solar Power Systems
5 cr
DEE-54107 Wind Power Systems
5 cr
TST-01606 Demola Project Work
5–10 cr
IV
IV
V
V
V
IV
V
V
V
IV
V
V
Additional Information
In general, Smart Grid is an enabler of energy-efficient and
environmentally friendly energy market and critical infrastructure
for society. The smart solutions will connect information technology
and communication technology to the electricity infrastructure. The
major studies provide thorough knowledge of Smart Grids, addressing
in-depth some of the underlying areas such as active network
management, the integration of distributed energy resources and
the enabling FACTS technology. Power electronics plays a key role
in the integration of the so-called distributed energy resources into
the smart grid – distributed renewable sources of generation such
as solar and hydrogen cells, wind turbines, controllable loads and
electric vehicles. Distribution automation and ICT solutions for active
network management provide the foundation for the overall target of
smart grids to enable energy-efficient and environmentally friendly
energy markets aiming at a secure infrastructure for the benefit of
society. Study module can be carried out also with 50 cp, and then
Minor subject is not required. Smart Grid major is also available
for a student of Finnish Master program. The course DEE-24106
Electric Power Systems can be replaced by the course DEE-24000
Sähköverkkojen mallintaminen ja analyysi, and the DEE-33116 Power
Electronics Converters can be replaced by the course DEE-33020
Tasa- ja vaihtosuuntaajat.
major studies
63
Smart Grids major studies
64
User Experience 30 cr
Contact Jarmo Palviainen, Timo Saari, Kaisa Väänänen-Vainio-Mattila
Learning Outcomes
-The student understands the main factors and theories related to
user experience of interactive products and services. The student
can take into account the user needs and characteristics in humantechnology interaction.
-The student can design, implement and evaluate interactive systems
according to human-centered design principles and processes,
taking into account the goals of good user experience.
-The student can apply different user interface styles and interaction
techniques to different contexts of use and application domains,
including mobile and pervasive computing.
-The student knows the central methods and principles of user
experience research and design, including the principles based on
psychology.
-The student can apply the findings of multidisciplinary research
from both academic and professional sources. The student has
basic skills in the research of user experience.
-The student knows the central processes and methods of software
engineering, and can apply user experience knowledge in software
engineering processes.
Content
Compulsory Courses
It’s also possible to extend this UX module to minimum of 50 cr.
TIE-40106 Psychology of Pervasive Computing
TIE-41206 Human-Centered Product Development
TIE-41306 User Experience: Design and Evaluation
TST-01906 Master’s Thesis Seminar
YHTTAY-40020Usability Evaluation Methods
Total
5 cr
5 cr
5 cr
1 cr
5 cr
21 cr
III
IV
IV
IV
III
Optional Compulsory Courses
Must be selected at least 10 credits of courses
TIE-13106 Project Work On Pervasive Systems
TIE-41106 User Interface Design
TIE-41406 Human-Centered Design Project
TST-01606 Demola Project Work
5–10 cr
5 cr
5 cr
5–10 cr
1
2
2
1
V
III
V
V
1. TIE-13106 Project Work in Pervasive Systems and TST-01606
Demola Project Work are alternatives to each other.
2. If TIE-41106 User Interface Design is not included in BSc studies,
it must be included here. If it is included already in BSc, then student
should take TIE-41406 Human-Centered Design Project.
Complementary Courses
All courses with course code YHTTAY-4xxxx.
Should be completed to the minimum study module extent of 30
ETCS. If you are interested in these courses, you can also choose to
have this module to be 50 cr.
TIE-11306 Course on Varying Topics of Pervasive
Computing
Wireless Communications 3–6 cr IV
30 cr
Contact Mikko Valkama, Markku Renfors
Learning Outcomes
-
After completing this study module, the student has deep
competence, fundamental understanding and practical skills to
act as an R&D engineer, designer or in other demanding expert
and engineering duties in wireless communications industry.
Depending on the focus area, the skills can be tailored towards
wireless communications systems, high-frequency/RF circuits and
techniques or navigation and positioning. Modern design, analysis,
and measurement methodologies and tools have big emphasis, to
support demanding R&D and product engineering and innovations
in the industry.
-The study module provides also sufficient background for doctoral
studies in wireless communications field.
-
Wireless Systems focus area: This focus area provides
comprehensive understanding of the fundamental transmission and
operating principles of all modern and emerging wireless systems,
and associated transmitter and receiver modules. The studies can
be further tailored and deepened towards profound communication
theoretic aspects and methods (modulation, coding and detection
schemes, radio interface design), mobile cellular systems and
associated planning and optimization solutions, analog and digital
signal processing in radio communications devices, radio transceiver
solutions, and computing platforms.
Prerequisites
Electronics
Communications Engineering Minor
Communications Engineering
25 crMandatory
25 crMandatory
25 crMandatory
Content
Optional Compulsory Courses
ELT-43106 Multicarrier and Multiantenna Techniques 5 cr
ELT-43506 Communication Systems Laboratory
Course
5–9 cr
ELT-44506 Project Seminar on Digital Communication
Circuits and Systems
4–8 cr
ELT-46006 Introduction to Satellite Positioning
5 cr
ELT-46106 Satellite Navigation Receivers
5 cr
ELT-47206 Basics of RF Engineering
5 cr
ELT-47226 Basic RF Measurements
4 cr
ELT-47426 Transmission Lines and Waveguides
5 cr
ELT-48006 Integrated Circuits CAD
6 cr
ELT-48106 RF Integrated Circuits Architectures
9 cr
ELT-48156 RF Integrated Circuits Design
9 cr
SGN-11006 Basic Course in Signal Processing
5 cr
1 IV
1 V
1
4
4
3
3
3
2
2
2
1
IV
IV
IV
IV
IV
IV
IV
V
V
IV
1. Choose three courses. Wireless Systems focus area. ELT-43506
and ELT-44506 are alternatives.
2. Choose three courses. RF Integrated Circuits focus area
3. Choose three courses. High-Frequency Techniques focus area
4. Choose two courses. Navigation and Positioning focus area
Complementary Courses
Courses from the compulsory course lists of other focus areas may
also be included as complementary courses.
Should be completed to the minimum study module extent of 30 ETCS
ELT-41746 Antenna Basics
2 cr
ELT-43006 Digital Transmission
7 cr
ELT-43206 Spread Spectrum Techniques
5–7 cr
ELT-43306 Advanced Course in Digital
Transmission
5–7 cr
ELT-44006 Receiver Architectures and Signal
Processing
5–7 cr
ELT-44606 Digital Circuits and Platforms
5 cr
ELT-45006 Radio Propagation in Wireless Networks 3 cr
ELT-45106 RF Equipment for Wireless Networks
3 cr
ELT-45206 Radio Network Planning
6–9 cr
ELT-45306 Advanced Course on Wireless
Communications
5 cr
IV
IV
IV
IV
IV
IV
V
major studies
65
- Navigation and Positioning focus area: This focus area gives thorough
understanding and competence related to positioning systems and
devices, including not only satellite based positioning but also other
modern positioning techniques. Performance optimization, devicelevel signal processing, computing platforms and circuit structures,
and navigation calculus are some of the central elements in this
focus area.
-Radio Frequency Integrated Circuits focus area: This focus area
provides deep knowledge on radio transceiver circuits and systems
and in particular radio frequency application specific integrates
circuits (RF-ASIC’s) in wireless communications devices. Big
emphasis is on modern computer aided design, analysis and
measurement tools and silicon processes.
-High Frequency Techniques focus area: This focus area offers
comprehensive understanding on high frequency electronics,
circuits and techniques, with strong focus on relevant
electromagnetic phenomena and characteristics. Central elements
include high frequency circuit and antenna design and radio
frequency measurement fundamentals.
-In general, after completing the Wireless Communications study
module, students are familiar with the modern design, analysis,
simulation and measurement tools and methodologies, and can also
understand and recognize open problems, challenges and trends
within their focus area.
-NB: This advanced module can be studied either with 30cp
or 50cp. In the 50cp version, students can still deepen their
understanding within the selected focus area or then combine
widescale understanding of e.g. two different focus areas. It is also
possible to freshen and complement some missing prerequisites in
the 50cp version, if e.g. the background studies have some minor
shortcomings.
major studies
66
ELT-46206 Signal Processing for Mobile
Positioning
5–7 cr
ELT-47246 Passive RF Circuits
5 cr
ELT-47266 Active RF Circuits
5 cr
ELT-47286 RF Project
10–11 cr
ELT-47446 Antennas
8 cr
ELT-47466 Antenna Project
4–6 cr
ELT-47606 Radio Frequency Identification
Technology
5 cr
ELT-48206 Battery and Power Management RFIC
6 cr
SGN-21006 Advanced Signal Processing
5 cr
SGN-23006 Advanced Filter Design
5 cr
TIE-50406 DSP Implementations
5 cr
TIE-50506 System Design
5 cr
Wireless Communications IV
V
V
IV
V
IV
50 cr
Contact Mikko Valkama, Markku Renfors
Learning Outcomes
- After completing this study module, the student has deep competence,
fundamental understanding and practical skills to act as an R&D
engineer, designer or in other demanding expert and engineering
duties in wireless communications industry. Depending on the focus
area, the skills can be tailored towards wireless communications
systems, high-frequency/RF circuits and techniques or navigation
and positioning. Modern design, analysis, and measurement
methodologies and tools have big emphasis, to support demanding
R&D and product engineering and innovations in the industry.
-The study module provides also sufficient background for doctoral
studies in wireless communications field.
-
Wireless Systems focus area: This focus area provides
comprehensive understanding of the fundamental transmission and
operating principles of all modern and emerging wireless systems,
and associated transmitter and receiver modules. The studies can
be further tailored and deepened towards profound communication
theoretic aspects and methods (modulation, coding and detection
schemes, radio interface design), mobile cellular systems and
associated planning and optimization solutions, analog and digital
signal processing in radio communications devices, radio transceiver
solutions, and computing platforms.
- Navigation and Positioning focus area: This focus area gives thorough
understanding and competence related to positioning systems and
devices, including not only satellite based positioning but also other
modern positioning techniques. Performance optimization, devicelevel signal processing, computing platforms and circuit structures,
and navigation calculus are some of the central elements in this
focus area.
-Radio Frequency Integrated Circuits focus area: This focus area
provides deep knowledge on radio transceiver circuits and systems
and in particular radio frequency application specific integrates
circuits (RF-ASIC’s) in wireless communications devices. Big
emphasis is on modern computer aided design, analysis and
measurement tools and silicon processes.
-High Frequency Techniques focus area: This focus area offers
comprehensive understanding on high frequency electronics,
circuits and techniques, with strong focus on relevant
electromagnetic phenomena and characteristics. Central elements
include high frequency circuit and antenna design and radio
frequency measurement fundamentals.
-In general, after completing the Wireless Communications study
module, students are familiar with the modern design, analysis,
simulation and measurement tools and methodologies, and can also
understand and recognize open problems, challenges and trends
within their focus area.
-NB: This advanced module can be studied either with 30cp
or 50cp. In the 50cp version, students can still deepen their
understanding within the selected focus area or then combine
widescale understanding of e.g. two different focus areas. It is also
possible to freshen and complement some missing prerequisites in
the 50cp version, if e.g. the background studies have some minor
shortcomings.
Prerequisites
Electronics
Communications Engineering Minor
Communications Engineering
25 cr Advisable
25 cr Advisable
25 cr Advisable
1. Choose five courses. Wireless Systems focus area. ELT-43506 and
ELT-44506 are alternatives.
2. Choose six courses. RF Integrated Circuits focus area
3. Choose six courses. High-Frequency Techniques focus area
4. Choose three courses. Navigation and Positioning focus area
Complementary Courses
Courses from the compulsory course lists of other focus areas may
also be included as complementary courses.
Should be completed to the minimum study module extent of 50 ETCS
ELT-41746 Antenna Basics
ELT-43006 Digital Transmission
ELT-43206 Spread Spectrum Techniques
ELT-43306 Advanced Course in Digital
Transmission
ELT-44006 Receiver Architectures and Signal
Processing
2 cr IV
7 cr IV
5–7 cr
5–7 cr
5–7 cr
ELT-44606 Digital Circuits and Platforms
5 cr
ELT-45006 Radio Propagation in Wireless Networks 3 cr
ELT-45106 RF Equipment for Wireless Networks
3 cr
ELT-45206 Radio Network Planning
6–9 cr
ELT-45306 Advanced Course on Wireless
Communications
5 cr
ELT-46206 Signal Processing for Mobile Positioning5–7 cr
ELT-47246 Passive RF Circuits
5 cr
ELT-47266 Active RF Circuits
5 cr
ELT-47286 RF Project
10–11 cr
ELT-47446 Antennas
8 cr
ELT-47466 Antenna Project
4–6 cr
ELT-47606 Radio Frequency Identification
Technology
5 cr
ELT-48206 Battery and Power Management RFIC
6 cr
SGN-21006 Advanced Signal Processing
5 cr
SGN-23006 Advanced Filter Design
5 cr
TIE-50406 DSP Implementations
5 cr
TIE-50506 System Design
5 cr
TIE-52106 Wireless Sensor Networks and
Applications
5 cr
TIE-52206 Inertial Sensors and their Applications
5 cr
IV
IV
IV
IV
V
IV
V
V
IV
V
IV
IV
IV
major studies
67
Content
Optional Compulsory Courses
ELT-41206 Basic Course on Wireless
Communications
5 cr 1 4 IV
ELT-41306 Communication Theory
5–7 cr1 2 3 IV
ELT-41726 Background for Electromagnetic Systems 3 cr 3 IV
ELT-41736 Analysis of Electromagnetic Systems
5 cr 3 IV
ELT-41806 Communication Integrated Circuits
5 cr 2 IV
ELT-41816 Nanometer Devices, Circuits and Models 5 cr 2 IV
ELT-43106 Multicarrier and Multiantenna Techniques 5 cr 1 IV
ELT-43506 Communication Systems Laboratory
Course
5–9 cr 1 V
ELT-44506 Project Seminar on Digital
Communication Circuits and Systems 4–8 cr 1 V
ELT-46006 Introduction to Satellite Positioning
5 cr 4 IV
ELT-46106 Satellite Navigation Receivers
5 cr 4 IV
ELT-47206 Basics of RF Engineering
5 cr 3 IV
ELT-47226 Basic RF Measurements
4 cr 3 IV
ELT-47426 Transmission Lines and Waveguides
5 cr 3 IV
ELT-48006 Integrated Circuits CAD
6 cr 2 IV
ELT-48106 RF Integrated Circuits Architectures
9 cr 2 V
ELT-48156 RF Integrated Circuits Design
9 cr 2 V
SGN-11006 Basic Course in Signal Processing
5 cr 1 IV
68
MINOR STUDIES
Biomaterials 25 cr
minor studies
Contact Minna Kellomäki
Learning Outcomes
-Students possess the key concepts and definitions of biomaterials.
-Students know the properties and use of essential biomaterials.
-Students know the basic methodology used in biomaterials.
-Students can recognize the application areas and possibilities of
biomaterials.
Content
Compulsory Courses
ELT-61216 Biomedical Engineering: Signals and
Systems
ELT-61226 Biomedical Engineering: Biomaterials
ELT-61236 Biomedical Engineering: Research and
Productization
ELT-74106 Tissue Engineering
Total
Complementary Courses
ELT-61106 Human Anatomy and Physiology
ELT-62206 Commercialization in Biomedical
Engineering
ELT-72206 Implantology
ELT-73106 Bioceramics and their Clinical
Applications
ELT-73206 Biodegradable Polymers
ELT-73306 Drug Delivery Devices
MOL-32226Electron Microscopy
MOL-42096Degradation of Polymers
3 cr IV
3 cr IV
3 cr IV
3 cr IV
12 cr
4 cr
4 cr
3 cr
4 cr
5 cr
4 cr
5 cr
5 cr
Additional Information
Biomaterials are a special group of materials, either natural or
synthetic in origin, which are designed to positively interact with
living systems. The biomaterials minor introduces different classes
of biomaterials and several application areas together with the basics
of tissue engineering, where biomaterials and cellular regeneration
techniques are combined to create advance therapies. The standards
and regulations of the R&D of biomaterials is also emphasized. The
minor also gives a theoretical introduction to and practicing with
medical instrumentation, signals and images, and modeling. Only
intended as a minor.
Biomeasurements 25 cr
Contact Pasi Kallio, Jukka Lekkala
Learning Outcomes
-After completing this study module the student is able to operate
as an expert in the phenomena and problems concerning
biomeasurement technology.
-The student will attain eligibility for working assignments in the field
of design and development of measurement systems and biosensor
products.
-The student has sufficient communication and co-operation skills.
-The student is able to apply scientific knowledge and scientific
methods.
Prerequisites
The student should have previous knowledge from the field of
Measurement and information technology or Biotechnology or Automation
technology or Biomedical engineering or Electronics (Advisable)
Content
Compulsory Courses
ASE-3036 Microsensors
ASE-3076 Microfluidics
Total
5 cr IV
5 cr IV
10 cr
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
ASE-1257 ASE-2316 ASE-3016 Introduction to Control
Introduction to Microsystem Technology
Microactuators and Active Actuator
Materials
4 cr IV
5 cr IV
5 cr V
69
Additional Information
Only intended as a minor.
Biomedical Engineering 25 cr
Contact Jukka Lekkala, Pasi Kallio, Jari Hyttinen, Jari Viik
Learning Outcomes
-Students have a good command in the basics of human anatomy
and physiology, and in physics of the human body, and they can
apply this knowledge in the advanced biomedical engineering
courses.
-Students understand the physical interaction mechanisms utilized
in medical instrumentation systems.
-Students can recognize different stages of the research and
development of biomedical devices and understand the importance
of different standards and regulations for the R&D of medical
devices.
-Students know the basics of biomaterials used in medical devices.
Further Opportunities
Biomedical Engineering
Biomedical Engineering
Content
Compulsory Courses
ELT-61106 Human Anatomy and Physiology
ELT-61156 Physics of the Human Body
ELT-61216 Biomedical Engineering: Signals and
Systems
ELT-61226 Biomedical Engineering: Biomaterials
ELT-61236 Biomedical Engineering: Research and
Productization
Total
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
ASE-2316 Introduction to Microsystem Technology
ELT-61306 Basics of Medical Electronics
ELT-61406 Radiation Physics
ELT-63106 Measurements of Physiological Systems
ELT-74106 Tissue Engineering
SGN-50006 Introduction to Information Technology
for Health and Biology
SGN-51006 Biology of the Cell
SGN-57006 Health Care Processes and Systems
5 cr
3 cr
3 cr
5 cr
3 cr
3 cr
3 cr
3 cr
Additional Information
Biomedical Engineering is a very wide and multidisciplinary field of
engineering applications in medicine. Biomedical Engineering minor
gives a solid background to understand the anatomic structure and
physiological and physical functioning of the human body and to
apply this knowledge in engineering courses. It gives a theoretical
introduction to and practicing with medical instrumentation, signals
and images, physiological modeling, as well as biomaterials.
Biotechnology 25 cr
Contact Jukka Rintala, Matti Karp, Ville Santala
30 cr
50 cr
4 cr
4 cr
I
I
3 cr
3 cr
I
I
3 cr
17 cr
I
Learning Outcomes
-The student learns the basics of the biotechnology and achieves the
readiness to follow the development of biotechnology.
-The student has readiness to find, read and apply information.
Furthermore, the student is able to apply basic methods of
biotechnology in working life.
-The student will attain eligibility for working assignments in the field
of design, inspection and development.
-The student understands the status of biotechnology in the society.
minor studies
ASE-3056 Design of Microsensors
5 cr V
ASE-5056 Optimal and Robust Control with Matlab 8 cr V
ASE-7816 Biosensors
5 cr V
70
minor studies
Content
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
KEB-22006 Biological Processes in Environmental
Engineering
KEB-23106 Industrial Microbiology
KEB-23206 Biocatalysis and Enzymology
KEB-23406 Metabolic Engineering
KEB-23426 Nanobiotechnologies
KEB-23756 Trends in Bioengineering
KEB-23800 Seminar in Bioengineering KEB-26106 Special project in Bioengineering
3 cr
3 cr
3 cr
4 cr
4 cr
4 cr
5 cr
2–8 cr
Additional Information
Only intended as a minor.
Communications and Networking Minor 25 cr
Contact Mikko Valkama, Markku Renfors
Learning Outcomes
-
Students learn the basic concepts, methods and tools of
communications engineering, including basic wired and wireless
networking technologies.
-The purpose is to offer a flexible minor in the field of communications
and networking, applicable for students of Computing and Electrical
Engineering but also of other faculties.
Content
Compulsory Courses
Recommended study year of below courses is subject to background,
first year of MSc phase or 2nd-3rd year of BSc phase
ELT-41206 Basic Course on Wireless Communications5 cr
ELT-51106 Computer Networking I
4–6 cr
Total
9 cr
Complementary Courses
In addition to the below, applicable software engineering courses
may also be selected. Contact the responsible persons of the study
module.
Should be completed to the minimum study module extent of 25 ETCS
ELT-41100 Tietoliikenne-elektroniikan työkurssi
4–6 cr
ELT-41306 Communication Theory
5–7 cr
ELT-43006 Digital Transmission
7 cr
ELT-43106 Multicarrier and Multiantenna Techniques 5 cr
ELT-46006 Introduction to Satellite Positioning
5 cr
ELT-47606 Radio Frequency Identification Technology5 cr
ELT-51006 Networking Laboratory I
4–5 cr
ELT-53006 Networking Laboratory II
3–5 cr
ELT-53106 Computer Networking II
4–6 cr
ELT-53206 Peer-to-Peer Networks
3–5 cr
ELT-53306 Wireless Networking
3–5 cr
ELT-53406 Special Course on Networking
3–6 cr
ELT-53506 Seminars Course on Networking
3–6 cr
ELT-53606 Network Analysis and Dimensioning I 4–7 cr
ELT-53656 Network Analysis and Dimensioning II 4–7 cr
TIE-20106 Data Structures and Algorithms
5 cr
TIE-23306 Real-time Systems
4 cr
TIE-23406 Distributed Systems
5 cr
TIE-52106 Wireless Sensor Networks and Applications5 cr
Computational Biology 25 cr
Contact Jaakko Astola, Andre Sanches Ribeiro, Olli Yli-Harja
Learning Outcomes
-List and describe main research areas of computational biology.
-Use computational tools, such as Matlab, to implement and solve
simple problems in biological data analysis and computational
modeling of biological systems and processes.
-Provide examples of how computational models are used in the
study of biological systems and processes.
-Implement models of simple biological systems.
Content
Compulsory Courses
SGN-52406 Models of Gene Networks
TIE-02206 Basic Course on Programming
Total
3 cr III
5 cr III
8 cr
71
SGN-11006 Basic Course in Signal Processing
SGN-13006 Introduction to Pattern Recognition and
Machine Learning
SGN-51006 Biology of the Cell
SGN-53206 Cell Culturing, Microscopy and Cell Image
Analysis
SGN-53806 Techniques in Molecular Biology and
Applications to Gene Expression
YHTTAY-24446Basic Biological Data Analysis
5 cr III
5 cr III
3 cr III
3 cr III
3 cr III
5 cr III
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
SGN-53006 Computational Modeling in Biomedical
Problems
5 cr IV
SGN-84006 Introduction to Scientific Computing with
Matlab
3 cr IV
Prerequisites
Recommendable prerequisite courses are FYS-1480,FYS-1490, and
FYS-1500. (Advisable)
Content
Compulsory Courses
YHTDE-10126 Numerical Methods for Partial Differential
Equations
8 cr IV
YHTDE-10136 From Molecular to Continuum Physics I 6 cr IV
Total
14 cr
Optional Compulsory Courses
Must be selected at least 11 credits of courses
MOL-92236Special Treatise on Materials Science 3–8 cr
YHTDE-10156 From Molecular to Continuum Physics II 5 cr
YHTDE-10166 Nonlinear Structural Mechanics
5 cr
YHTDE-10176 Finite Element Technology
6 cr
YHTDE-10186 Plasticity and Fracture Mechanics
6 cr
IV
IV
IV
IV
IV
Additional Information
This minor prepares the students for the major in “Information
Technology for Health and Biology”. Additionally, this minor provides
valuable, complementary knowledge for students of biological/
medical courses as well as for students of signal processing or
software engineering that aim to apply their efforts to study biological/
medical subjects.
Additional Information
This module consists of studies performed at RWTH Aachen during
one academic year. There are no classes at TUT. To apply for these
studies you need to apply for exchange student scholarship and
explain in the application what module you are planning to study. Ask
for more information from the persons responsible for the module.
Computational Materials Science Contact Kari Koskinen, Jose Martinez Lastra, Andrei Lobov
25 cr
Contact Jyrki Vuorinen, Juha Nykänen, Mikko Hokka,
Veli-Tapani Kuokkala
Learning Outcomes
- The students completing this module will have good basic knowledge
on simulation sciences, especially those relevant to materials science
and engineering. Depending on the selection of the complementary
courses, students can choose to be more specialized in materials
science or in structural engineering. This module will prepare the
student for both basic academic career in material science and
material physics as well as for applied mechanical engineering.
Factory Automation 25 cr
Learning Outcomes
-After the completion of the major module in Factory Automation,
the student should be able to apply the multi-disciplinary
complementary knowledge obtained in different courses in order to
solve heterogeneous problems in the domain of factory automation.
minor studies
Optional Compulsory Courses
Must be selected at least 15 credits of courses
72
Content
Compulsory Courses
MEI-20100 Johdanto Robotiikkaan ja automaatioon 5 cr IV
MEI-21056 Laboratory Course in Factory Automation 5 cr IV
MEI-21506 System Engineering in Factory Automation 4 cr V
Total
14 cr
minor studies
Supplemental Courses
Should be completed to the minimum study module extent of 25 ETCS
ASE-2150 Systeemimallit ja niiden identifiointi
5 cr
ASE-2170 Industrial Control Systems and Automation
Design
5 cr
IHA-1500 Pneumatiikka
5 cr
MEI-43000 Tuotantokonseptit ja järjestelmät
6 cr
TTA-85020 Koneiden ja laitteiden turvallisuus
4 cr
IV
IV
IV
V
IV
Additional Information
The study module provides a balance of courses requiring student
to identify, understand and expain: the basics of robot components
and industrial robots including the application of robots in different
domains; the fundamentals of discrete automation systems; the
control and programming of discrete automation and robot systems.
The module includes an advanced course the system engineering
knowledge in order to manage large software-intensive automation
systems. Contact person for the study module is professor Jose L.
Martinez Lastra.
Health Informatics 25 cr
Contact Ilkka Korhonen, Alpo Värri
Learning Outcomes
-The student obtains a general idea of the orgnaisation and the
processes of health care, the variety of health information subsystems
and how all the parts form the whole health information system.
-The student is aware of the essential regulatory requirements for
safety, security and privacy of health information systems.
-The student is aware of the most important health informatics
standards and is able to apply the most frequently used standards
in Finland.
-The student can list the essential requirements and practices
relating to the acquisition and deployment of health information
systems.
-The student has the ability to design and implement health software
using user centric design methods.
Prerequisites
It is required that the student has obtained good programming skills
from his other studies. The course TLO-11006 Basics of Information
and Knowledge Management TITA-1110 Tietojohtamisen perusteet
1 or TLO-11000 Tietojohtamisen perusteet is also recommended.
Suitable B.Sc. level background study modules are software
development and information management. (Mandatory)
It is recommended that the student has received a B.Sc. degree with
a major or minor in software engineering or information management.
(Advisable)
Content
Compulsory Courses
SGN-57006 Health Care Processes and Systems
SGN-57206 Health Information Systems
SGN-57406 Standards, Interoperability and
Regulations in Health Informatics
Total
3 cr V
5 cr V
5 cr V
13 cr
Optional Compulsory Courses
Must be selected at least 3 credits of courses
TIE-04100 Käyttäjäkokemuksen perusteet
TIE-41206 Human-Centered Product Development
3 cr 1 IV
5 cr 1 IV
1. At least one of these courses must be passed. TIE-04100 is
recommended to the Finnish students as it is a prerequisite to the
other one.
Complementary Courses
The student is allowed to study more than the required minimum of
25 credits of courses. In fact the field of health informatics is so large
that this is even recommended.
Should be completed to the minimum study module extent of 25
ETCS
73
IV
IV
V
IV
IV
IV
V
V
IV
IV
V
V
V
IV
V
V
IV
V
V
V
V
V
V
V
Additional Information
This minor is intended particularly to the students majoring in
software engineering or information management who already
have programming skills before entering this minor. The goal is to
educate experts of health informatics to the growing private and
public sector. The graduates will find jobs in companies producing
health information systems or in health care delivery organisations in
infromation system management positions.
Industrial Management 25 cr
Contact Miia Martinsuo
Learning Outcomes
-The student understands the interplay of real process and monetary
process.
-The student understands the interplay of the different functions in
the firm and also their significance to the whole business.
Content
Compulsory Courses
TTA-11016 Basics of Industrial Management
TTA-21016 Organisations and Leadership
TTA-62026 Technology in Society
TTA-71016 Project Management
Total
4 cr
4 cr
4 cr
4 cr
16 cr
IV
IV
IV
IV
Complementary Courses
The minor should be complemented to the minimum of 25 credits
either by choosing from the courses listed below or with other courses
offered in English by the department of Industrial Management.
TLO-22416 Information Logistics
TLO-25456 Supply Chain Management
TTA-52026 Business Market Management
TTA-62036 Strategic Management
3 cr
4 cr
4 cr
4 cr
IV
IV
IV
IV
Additional Information
Contact person: Educational Coordinator at the Faculty, room:
FA108A, email: [email protected]. This minor is meant for the students
of the international master’s degree programmes other than Business
and Technology / Industrial Engineering and Management. Doctoral
students wishing to study a minor in Industrial Management for the
doctorate degree, please contact the faculty’s academic coordinator
of doctoral programmes. Only intended as a minor.
minor studies
ELT-61500 Terveysteknologia
5 cr
ELT-62100 Viranomaisvaatimukset lääkinnällisten
laitteiden suunnittelulle ja valmistukselle 3 cr
ELT-62206 Commercialization in Biomedical
Engineering
4 cr
SGN-41006 Signal Interpretation Methods
4 cr
SGN-50006 Introduction to Information Technology
for Health and Biology
3 cr
SGN-52606 Processing of Biosignals
5 cr
SGN-54006 Introduction to Neuroinformatics
5 cr
SGN-55006 Introduction to Medical Image Processing 5 cr
TIE-22200 Tietokantojen suunnittelu
6 cr
TIE-30101 Information Security
2 cr
TIE-30300 Tietoturvallisuuden jatkokurssi
8 cr
TIE-30400 Verkon tietoturva
5 cr
TIE-30500 Identiteetin ja pääsynhallinta
4 cr
TIE-30600 Turvallinen ohjelmointi
3 cr
TIE-41106 User Interface Design
5 cr
TIE-41306 User Experience: Design and Evaluation 5 cr
TLO-11006 Basics of Information and Knowledge
Management
4 cr
TLO-11016 Management Information Systems
4 cr
TLO-32200 Tietohallinto ja sen johtaminen
4 cr
TLO-35200 Liiketoiminnan ja tietojärjestelmien
yhteensovittaminen
4 cr
TLO-35236 Information Security Management
4 cr
TLO-35246 Software Business
4 cr
TLO-35250 Datan ja information hallinta
4 cr
YHTTAY-24446Basic Biological Data Analysis
5 cr
74
Information Technology 25 cr
Contact Hannu-Matti Järvinen
minor studies
Learning Outcomes
-To acquire knowledge of various areas of information technology.
-To know the key concepts and definitions of the selected area of
information technology.
-To recognize the application areas and possibilities of information
technology.
Content
Compulsory Courses
TIE-02206 Basic Course on Programming
Total
5 cr IV
5 cr
Optional Compulsory Courses
Must be selected at least 9 credits of courses
ELT-41206 Basic Course on Wireless
Communications
5 cr
ELT-41306 Communication Theory
5–7 cr
ELT-51006 Networking Laboratory I
4–5 cr
ELT-51106 Computer Networking I
4–6 cr
SGN-11006 Basic Course in Signal Processing
5 cr
SGN-12006 Basic Course in Image and Video
Processing
5 cr
SGN-13006 Introduction to Pattern Recognition and
Machine Learning
5 cr
TIE-20106 Data Structures and Algorithms
5 cr
TIE-40106 Psychology of Pervasive Computing
5 cr
TIE-41206 Human-Centered Product Development 5 cr
IV
IV
IV
IV
IV
SGN-50006 Introduction to Information Technology
for Health and Biology
3 cr
SGN-52606 Processing of Biosignals
5 cr
SGN-55006 Introduction to Medical Image Processing 5 cr
SGN-57206 Health Information Systems
5 cr
SGN-84006 Introduction to Scientific Computing with
Matlab
3 cr
TIE-11206 Special Topics on Pervasive Computing 1–5 cr
TIE-11306 Course on Varying Topics of Pervasive
Computing
3–6 cr
TIE-11406 Seminar on Pervasive Computing
3 cr
TIE-20306 Principles of Programming Languages
5 cr
TIE-21106 Software Engineering Methodology
6 cr
TIE-50406 DSP Implementations
5 cr
TIE-52106 Wireless Sensor Networks and
Applications
5 cr
IV
IV
IV
IV
IV
V
V
V
IV
IV
V
IV
Additional Information
This module offers the student wide knowledge of the areas in
information technology. It is intended to be used as minor subject
of international Master’s degree programmes, but not for students of
M.Sc. Degree Programme in Information Technology.
Introduction to Management Studies 24 cr
IV
Contact Miia Martinsuo
IV
IV
IV
IV
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
Learning Outcomes
-Students with technical studies in their B. Sc. will study Introduction
to Management Studies. Students will learn how basic management
concepts and tools are applied in different organizational functions.
Students who have included business studies in their B. Sc. will
study a technical minor, and thus strengthen their technical
competences further.
ELT-53106 Computer Networking II
MAT-63506 Scientific Computing
SGN-14006 Audio and Speech Processing
SGN-21006 Advanced Signal Processing
SGN-23006 Advanced Filter Design
SGN-35006 Media Services
Content
Compulsory Courses
TLO-11006 Basics of Information and Knowledge
Management
TLO-25456 Supply Chain Management
4–6 cr
5 cr
5 cr
5 cr
5 cr
5 cr
IV
IV
IV
IV
IV
IV
4 cr IV
4 cr IV
75
4 cr
4 cr
4 cr
4 cr
24 cr
IV
IV
IV
IV
MAT-60556 Mathematical Logic
MAT-63506 Scientific Computing
MAT-71506 Program Verification
5 cr IV
5 cr IV
5 cr IV
Additional Information
This study module is only for the international degree students in
Industrial Engineering and Management.
Additional Information
This module is intended as a minor for international students in
degree programmes who wish to include supplementary mathematical
training in their international engineering studies. Only intended as a
minor.
Mathematics Mechanics of Materials 25 cr
Contact Seppo Pohjolainen, Martti Lehto
Learning Outcomes
-The subject study module Mathematics is intended to give students
in international degree programmes an extensive background in
basic applied mathematical methods to supplement the BSc training
courses in mathematics. After succesfully finishing the module
the student masters the usual concepts, results and methods in
engineering mathematics.
Content
Compulsory Courses
MAT-60006 Matrix Algebra
MAT-60056 Algebra
MAT-60106 Complex Analysis
Total
5 cr IV
5 cr IV
5 cr IV
15 cr
Complementary Courses
The list contains courses that are recommended to complement
the compulsory courses. Other courses can be included, as well as
courses offered by other universities, with prior permission.
Should be completed to the minimum study module extent of 25 ETCS
MAT-60156 Differential Equations
MAT-60206 Mathematical Analysis
MAT-60356 Multivariate Methods in Statistics
MAT-60406 Stochastic Processes
MAT-60456 Optimization Methods
MAT-60506 Vector Fields
5 cr
5 cr
5 cr
5 cr
5 cr
5 cr
IV
IV
IV
IV
IV
IV
24 cr
Contact Jyrki Vuorinen, Juha Nykänen, Mikko Hokka,
Veli-Tapani Kuokkala
Learning Outcomes
-The students completing this module will have strong knowledge
in materials engineering. After completing the module, students
will have a deep understanding of plastic and elastic behavior of
materials, and their numerical and constitutive modeling. The
students can work in several industrial and academic positions
requiring understanding of mechanical engineering and engineering
of materials.
Content
Compulsory Courses
YHTES-10016 Mechanical Behaviour of Materials III
YHTES-10026 Mechanical Behaviour of Materials IV
YHTES-10036 Numerical Simulation
Total
6 cr IV
6 cr IV
6 cr IV
18 cr
Optional Compulsory Courses
Must be selected at least 6 credits of courses
MOL-92236Special Treatise on Materials Science 3–8 cr
YHTES-10046 Obtention of Materials
6 cr
YHTES-10056 Recycling of Materials
6 cr
YHTES-10066 Composite Materials
6 cr
YHTES-10076 Properties of Materials II
6 cr
YHTES-10086 Research Credits
1–10 cr
IV
IV
IV
IV
IV
IV
minor studies
TTA-21016 Organisations and Leadership
TTA-62026 Technology in Society
TTA-62036 Strategic Management
TTA-71016 Project Management
Total
76
Additional Information
This module consists of studies performed at the Universidad
Politécnica de Madrid (UPM) during one academic year. There are
no classes at TUT. To apply for these studies you need to apply for
exchange student scholarship and explain in the application what
module you are planning to study. Ask for more information from the
persons responsible for the module.
Nanotechnology 25 cr
minor studies
Contact Mika Valden, Helge Lemmetyinen, Tapio Rantala
Learning Outcomes
-The student learns the basics of the photochemistry, semiconductor
physics or surface science and achieves the readiness to follow the
development of the area.
-The module gives the theoretical basis and therefore the student has
readiness to find, read and apply information.
-The student will attain eligibility for working assignments in the field
of design, inspection and development.
-The student has sufficient communication and co-operative skills.
Content
Complementary Courses
Please consult the professor responsible of the focus area (Molecular
nanotechnology: Helge Lemmetyinen; Nanomaterials Science and
Optical Nanostructures: Tapio Rantala or Mika Valden), if hesitating
between courses.
Should be completed to the minimum study module extent of 25 ETCS
FYS-2106 FYS-2306 FYS-2406 FYS-5106 FYS-5416 FYS-5426 FYS-5516 FYS-5526 FYS-5606 FYS-6216 Introduction to Surface Science
Electron Spectroscopy
Nanostructures and Elementary Surface
Processes
Optics II
Laser Physics I
Laser Physics II
Nonlinear Optics I
Nonlinear Optics II
Semiclassical Light-Matter Interaction
Semiconductor Physics I
6 cr
5 cr
5 cr
6 cr
4 cr
4 cr
4 cr
4 cr
6 cr
4 cr
FYS-6226 Semiconductor Physics II
3 cr
FYS-6406 Advanced Compound Semiconductor
Technology
5 cr
FYS-6606 Photonics
5 cr
FYS-7306 Molecular Modeling of Bio- and
Nanosystems
5–8 cr
KEB-65056 Spectroscopy and Quantum Chemistry
6 cr
KEB-65106 Photochemistry
5 cr
KEB-65126 Photochemistry, Laboratory
3 cr
KEB-65156 Experimental Optical Spectroscopy
4 cr
KEB-65176 Nanochemistry
6 cr
Additional Information
Only intended as a minor.
Noise and Vibration Engineering 26 cr
Contact Pentti Saarenrinne, Seppo Virtanen, Arto Lehtovaara, Veli-Matti
Järvenpää, Lihong Yuan, Juha Miettinen
Learning Outcomes
-The study module provides fundamental noise and vibration
knowledge for engineers. Students will obtain theoretical
background, understanding of analytical and numerical solution
methods and practical problem solving skills. They will learn
measurement methods in noise, vibration, monitoring and diagnostic
applications. The study module also focuses on noise and vibration
design methods.
- Theoretical studies include mechanical vibration theory and analysis,
vibration control and design, principles of vibration measurements,
machine acoustics theory, and noise control methods. Students will
use computational methods to solve different types of problems as
well.
-Applications include the fundamental of mechatronic systems,
instrumentation components, machine monitoring, diagnostics,
noise and vibration design, handling and maintenance methods.
Students will have various laboratory measurement exercises and
project works.
77
Optional Compulsory Courses
Must be selected at least 5 credits of courses
5 cr
6 cr
5 cr
5 cr
5 cr
26 cr
III
III
III
III
III
Additional Information
Noise and Vibration Engineering study module is a minor study module
provided by Department of Engineering Design without prerequisites.
The study module has five compulsory courses totaling 26 credits
and all the courses must be taken without alternative choices. Master
thesis works cannot be made in this minor subject.
Learning and Intelligent Systems 25 cr
Contact Alpo Värri, Joni Kämäräinen, Ari Visa
Learning Outcomes
-After having passed the module the student can explain the basic
concepts of learing and intelligent systems.
-The student can process a set of measurements and inputs in such
a way that wanted phenomena can be recognized of them. The
student can estimate the limits of the performance of the designed
system.
-The student can describe the most important pattern recognition
methods and choose the most appropriate one for a given task. The
student can evaluate the different methods.
-The student can follow the literature of the field and take an
intelligent method found in the literature into use.
Content
Compulsory Courses
SGN-41006 Signal Interpretation Methods
SGN-42006 Machine Learning
Total
4 cr IV
5 cr IV
9 cr
SGN-13000Johdatus hahmontunnistukseen ja
koneoppimiseen
SGN-13006Introduction to Pattern Recognition and
Machine Learning
5 cr 1 5 cr 1 1. The courses are mutually exclusive and only one of them must be
chosen.
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
ASE-5010 kehittyneet datan mallinnus- ja
analysointimenetelmät
5 cr
ASE-5016 Advanced Methods of Data-driven
Modelling and Analysis
5 cr
ASE-7716 Predictive and Fuzzy Control
5 cr
ELT-47626 Wireless Solutions in Intelligent
Environments
5–15 cr
MAT-60556 Mathematical Logic
5 cr
MAT-75006 Artificial Intelligence
7 cr
MOL-62296Intelligent Textiles and Smart Garments 5 cr
SGN-43006 Knowledge Mining and Big Data
5 cr
SGN-53606 Computational Models in Complex
Systems
5 cr
SGN-83006 External Network Course in Signal
Processing
1–8 cr
TLO-25000 Älykkäät liikennejärjestelmät
3 cr
V
V
V
V
IV
IV
V
IV
IV
V
V
Additional Information
Learning and intelligent methods refer to the methods which can be
used to carry out tasks which require a certain kind of intelligence
such as pattern recognition (classification), prediction and the
analysis of various signals. Such properties are needed for example
in the machines and devices which function independently or in
the analysis of ‘big data’. Neurocomputing and fuzzy logic are two
known examples of learning and intelligent methods. One central use
area of learning and intelligent methods is signal processing and its
applications. The minor subject of learning and intelligent systems
gives the student basic information about learning and intelligent
minor studies
Content
Compulsory Courses
MEI-62206 Mechatronics Components and
Instrumentation
MEI-64106 Mechanical Vibrations
MEI-64206 Machine Acoustics and Noise Control
MOL-82076Machinery Monitoring
MOL-82096Machinery Diagnostics
Total
78
methods and an ability to apply them especially in signal processing
applications. The complementary courses can be used to direct the
minor module in either more theoretical or more applied direction
Signal Processing Physics Learning Outcomes
-After having passed the module the student can design one and two
dimensional linear digital filters by using filter design programs
- The student can find more complicated digital filtering methods from
the literature and adapt them to solve the problems at hand
- The student has the necessary prerequisite knowledge of algorithms
used in multimedia and readiness to study them further
- The student can solve a simple pattern recognition problem
- The student can implement signal processing algorithms with
Matlab, C/C++ languages or by other means
- The student can answer the question “what does signal processing
mean”
25 cr
minor studies
Contact Ilpo Vattulainen, Jyrki Mäkelä, Jorma Keskinen
Learning Outcomes
-The student has gained basic knowledge on applied physics in
the fields of optics and photonics, surface and materials physics,
or biological physics. The student understands the theoretical
background of physical phenomena and has basic skills for
modeling and experimental work on these fields.
Content
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
ELT-61406 Radiation Physics
FYS-2106 Introduction to Surface Science
FYS-2306 Electron Spectroscopy
FYS-4096 Computational Physics
FYS-5106 Optics II
FYS-5206 Optical Spectroscopy
FYS-6606 Photonics
FYS-7106 Introduction to Soft Matter Physics
FYS-7206 Biological Physics
3 cr
6 cr
5 cr
5 cr
6 cr
5 cr
5 cr
3–5 cr
3–5 cr
Additional Information
This minor is intended only for international students studying in
master’s degree programmes conducted in English, especially for
students studying Biomedical Engineering as their major. Only
intended as a minor.
25 cr
Contact Jaakko Astola, Tapio Saramäki, Joni Kämäräinen,
Ari Visa, Anssi Klapuri, Ireneusz Defee
Prerequisites
The course ELT-10000 Signaalit ja mittaaminen is advisable for the
Finnish students but it is expected that the international students
have basic knowledge of what are analogue and digital signals and
how to use the oscilloscope.
Further Opportunities
Signal Processing
Data Engineering
Content
Compulsory Courses
SGN-14006 Audio and Speech Processing
SGN-16006 Bachelor’s Laboratory Course in Signal
Processing
Total
30 cr
30 cr
5 cr
5 cr
10 cr
Optional Compulsory Courses
SGN-80000 is compulsory only to those students who have Signal
processing as their major in their B.Sc. degree.
Must be selected at least 15 credits of courses
79
5 cr 1 5 cr 2 5 cr 3 0 cr
1. The courses are mutually exclusive and only one of them can be
taken
2. The courses are mutually exclusive and only one of them can be
taken
3. The courses are mutually exclusive and only one of them can be
taken
Complementary Courses
The module can be completed with any undergraduate course SGNXXXXX from the Department of Signal Processing.
Additional Information
This module introduces the student to the basic methods of digital
signal processing and how they can be applied to image, sound and
video processing and multimedia applications. The module contains
25 credits of compulsory courses. They have been chosen so that
they cover as wide application area of signal processing as possible at
this level. This module supports also studies of software engineering,
pervasive systems, communications engineering, biomedical
engineering, electronics, automation and control engineering. The
students should take care that they have the prerequisite knowledge
and skills before entering this module.
Smart Grids 25 cr
Contact Enrique Acha, Pertti Järventausta
Learning Outcomes
-After passing the minor the student is able to recognize, manage,
and use common scientific and professional concepts of the field in
general level.
Content
Compulsory Courses
-Recommended year of a course: 3 means the first year at Master
level studies and 4 the second year
DEE-23106 Fundamentals of Electrical and Power
Engineering
DEE-23116 Introduction to Smart Grids
DEE-53106 Introduction to Renewable Energy
Sources
Total
5 cr IV
3 cr IV
3 cr IV
11 cr
Optional Compulsory Courses
Optional courses should be selected so that the content of the whole
minor is at least 25 credits. Courses DEE-33106, DEE-34106, DEE34206, DEE-53117, DEE-54107, and DEE-24126 focus more on
integration of distributed energy resources and power electronics and
courses DEE-24116, DEE-24136, DEE-24126, DEE-53117 and DEE54107 more on active distribution network management issues.
Must be selected at least 14 credits of courses
ASE-1257 Introduction to Control
4 cr
DEE-24106 Electric Power Systems
5 cr
DEE-24116 Distribution Automation
5 cr
DEE-24126 Flexible Transmission Systems
5 cr
DEE-24136 Distributed Energy Resources in Electricity
Networks
3 cr
DEE-24906 Electrical Energy Engineering Project
Work
2–10 cr
DEE-33106 Switched-mode Converters
5 cr
DEE-33116 Power Electronics Converters
5 cr
DEE-34037 Design Project in Power Electronics
5 cr
DEE-34106 Converter Dynamics and EMC
5 cr
DEE-34206 Dynamics and control of grid-connected
converters
5 cr
DEE-53117 Solar Power Systems
5 cr
DEE-54107 Wind Power Systems
5 cr
TST-01606 Demola Project Work
5–10 cr
IV
IV
IV
V
V
V
IV
IV
V
V
V
IV
V
V
minor studies
SGN-11006 Basic Course in Signal Processing
SGN-12006 Basic Course in Image and Video
Processing
SGN-13006 Introduction to Pattern Recognition and
Machine Learning
SGN-80000Signaalinkäsittelyn kandidaattiseminaari
80
Tissue Engineering 25 cr
minor studies
Contact Minna Kellomäki
Learning Outcomes
-The student possesses elementary language and communications
skills as well as ability to multidisciplinary team working.
-The student possesses elementary knowledge on various fields of
tissue engineering and a deeper, technically oriented knowledge in
one specific sub-field of tissue engineering.
-The student can interpret the societal meaning and development of
tissue engineering and its sub-fields.
-The student has got an ability to comprehend cross-disciplinary
thinking and scientific working methods.
-The student can follow the development and debate in tissue
engineering.
Content
Compulsory Courses
ELT-61216 Biomedical Engineering: Signals and
Systems
ELT-61226 Biomedical Engineering: Biomaterials
ELT-61236 Biomedical Engineering: Research and
Productization
Total
Optional Compulsory Courses
ELT-70100 Introduction to Tissue Engineering
ELT-74106 Tissue Engineering
3 cr IV
3 cr IV
3 cr IV
9 cr
3 cr 1 IV
3 cr 1 IV
1. You must choose 1 course. Select only one of these courses.
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
ELT-61100 Human Physiology
ELT-61106 Human Anatomy and Physiology
ELT-62100 Regulatory Requirements for Design and
Manufacture of Medical Devices
ELT-72206 Implantology
ELT-73106 Bioceramics and their Clinical Applications
ELT-73206 Biodegradable Polymers
ELT-74206 Tissue Engineering Applications
4 cr
4 cr
3 cr
3 cr
4 cr
5 cr
5 cr
Additional Information
Tissue engineering studies and develops new and more effective
methods for treating tissue and organ failures of patients. The
development of this kind of new human spare parts for different tissues
and whole organs requires cross-disciplinary integration of knowledge
on biomaterials, cell and tissue biology, and medicine. This minor
provides basic knowledge on cell biology and tissue engineering
technologies and regulations needed in tissue engineering. Only
intended as aminor.
User Experience 25 cr
Contact Timo Saari, Kaisa Väänänen-Vainio-Mattila
Learning Outcomes
-The student understands the central concepts in user experience,
human-centered design and psychology. (S)he can apply basic
concepts from psychology to designing technology.
-The student can design and implement simple user interfaces.
-The student can work as part of a human-centered design team and
communicate design needs in the role of a customer.
-The studen knows the central methods in human-centered design
and can apply them in her/his work. (S)he can explain the value
and procedures of human-centered design to others, including
corporate management.
Content
Compulsory Courses
TIE-04100 Käyttäjäkokemuksen perusteet
3 cr
TIE-40106 Psychology of Pervasive Computing
5 cr
TIE-41106 User Interface Design
5 cr
TIE-41206 Human-Centered Product Development 5 cr
YHTTAY-40030Research Methods in HTI
5 cr
Total
23 cr
I
IV
III
IV
II
Complementary Courses
Should be completed to the minimum study module extent of 25 ETCS
TIE-40206 Cross-Cultural Design
3 cr III
TIE-41306 User Experience: Design and Evaluation 5 cr IV
TIE-41406 Human-Centered Design Project
5 cr IV
81
minor studies
Additional Information
The first course, TIE-04100 Käyttäjäkokemuksen perusteet is in
Finnish. If you have done a basic course on usability as part of your
bachelor studies you can replace this course by the ones listed as
complementary courses.
82
DEGREE REGULATIONS
Approved by the Academic Board on 18.3.2013
Appendix 1
Academic Board 3/2013
Degree Regulations of Tampere University of Technology
A pp r o v e d b y TUT’ s A cademic B oa rd on 18 M arch 2013.
These Degree Regulations shall apply to degrees and studies at
Tampere University of Technology (TUT) and, where applicable, to
Open University studies and continuing education.
The provisions set forth in the Finnish Universities Act (558/2009)
and the following acts and decrees, including any subsequent
amendments thereof, shall apply to the University’s degrees, studies,
teaching activities and students (558/2009):
-Act on the Amendment of the Universities Act (954/2011)
-Ministry of Education Decree on Master’s Degree Programmes
(1474/2011)
- Government Decree on the Fees Charged for University Operations
(1082/2009)
- Ministry of Education Degree regarding the educational responsibility
of universities, university degree programmes and specialist training
(568/2005)
- Government Decree of University Degrees (794/2004)
- Administrative Procedure Act (434/2003)
- Act on the Knowledge of Languages Required of Personnel in Public
Bodies (424/2003)
- Act on Student Selection and Matriculation Examination Registers
(1058/1998)
- Decree on the Higher Education Degree System (464/1998)
The President has issued further guidelines that specify the University
Regulations. The guidelines define the roles and responsibilities of
deans, heads of undergraduate programmes, heads of doctoral
programmes, professors responsible for master’s programmes, heads
of department, undergraduate programme committees and doctoral
programme committees.
CHAPTER 1
GENERAL REGULATIONS
1 § Mission
In accordance with the Universities Act (558/2009, 2 §), the mission
of Tampere University of Technology, hereinafter referred to as the
University, shall be to promote free research and scientific and artistic
education, provide higher education based on research and educate
students to serve their country and humanity. While carrying out
its mission, the University shall work in interaction with society and
promote the societal impact of research findings and artistic activities.
The University shall arrange its activities so as to ensure a high
international standard in research, education and teaching and
compliance with ethical principles and good scientific practice
(558/2009, 2 §).
2 § Freedom of research, arts and teaching
The University shall endorse full academic freedom. Teachers
shall, however, comply with the statutes and regulations concerning
teaching arrangements (558/2009, 6 §).
Instruction at the University shall be public. Access to teaching may
be restricted for special reasons (558/2009, 6 §).
3 § Degrees
The University shall offer the degree of tekniikan kandidaatti (Bachelor
of Science in Technology/Architecture) as the lower university degree,
the degree of diplomi-insinööri/arkkitehti (Master of Science in
Technology/Architecture) as the higher university degree, and the
postgraduate degrees of tekniikan lisensiaatti (Licentiate of Science in
Technology), tekniikan tohtori (Doctor of Science in Technology), and
filosofian tohtori (Doctor of Philosophy). (794/2004)
The studies leading to the degrees of Bachelor of Science in
Technology, Master of Science in Technology and Master of Science
in Architecture shall be planned and arranged in the form of
undergraduate programmes. The studies leading to the degrees of
83
Licentiate of Science in Technology, Doctor of Science in Technology
and Doctor of Philosophy shall be planned and arranged in the form
of doctoral programmes.
The degree of Bachelor of Science in Technology shall be conferred
upon completion of the following programmes:
- Architecture
- Civil Engineering
- Engineering and Natural Sciences
- Business and Technology Management
- Engineering Sciences
- Computing and Electrical Engineering.
The degree of Master of Science in Technology shall be conferred
upon completion of the following programmes:
- Automation Engineering
- Biotechnology
- Mechanical Engineering
- Materials Engineering
- Civil Engineering
- Electrical Engineering
- Science and Engineering
- Information and Knowledge Management
- Information Technology
- Information Technology, Pori Department
- Industrial Engineering and Management
- Industrial Engineering and Management, Pori Department
- Environmental and Energy Technology.
The degree of Master of Science in Architecture shall be conferred
upon completion of the Degree Programme in Architecture (Decree
495/2009, Appendix VI).
Students admitted to the Degree Programme in Science and
Engineering may obtain teacher certification by completing advanced
studies in the field of natural sciences (568/2005, Appendix III) and
therefore be qualified to teach physics, chemistry, mathematics and
information technology (986/1998, 5 § and 10 §).
4 § Planning and implementation of degree programmes
The Academic Board shall define the general principles and
regulations pertaining to the curricula of degree programmes. The
Faculty Council shall confirm the curricula of degree programmes that
are administered within the faculty.
The faculties shall be responsible for planning, implementing,
evaluating and developing their degree programmes.
The establishment of double degree programmes with domestic or
foreign universities and other educational collaborative partnerships
shall be mutually agreed upon between the universities. Such
agreements shall be signed by the President.
The provisions of Section 10 of the Universities Act shall apply to
tuition fees. Any decisions to charge tuition fees from degree students
shall be made by the Board of the TUT Foundation upon the
recommendation of the Academic Board.
The language of instruction at the University shall be Finnish. The
Academic Board may allow a degree programme to be conducted
in some other language in addition to Finnish. The Faculty Council
may allow the use of a language other than Finnish as the language
of instruction and as the language in which coursework and
examinations are completed.
5 § Development of education and degrees and quality management
As set forth in the Universities Act, universities must evaluate their
education, research and artistic activities and the impact thereof.
They must undergo regular external evaluations of their activities and
quality assurance systems. The results of such evaluations must be
published. (558/2009, 87 §)
Universities must continuously evaluate and develop the quality of
degrees, studies and teaching. Special attention shall be paid to
the quality of degrees, instruction, guidance counselling, studies,
the educational needs of society, the national and international
equivalence of degrees and studies, and the effectiveness of
education. (794/2004, 28 §)
The University’s quality assurance system shall be described in the
Quality Manual.
84
CHAPTER 2
STUDENT ADMISSION
6 § Right to study
There shall be degree students and non-degree students at the
University.
When new students are admitted to undergraduate programmes, they
shall be granted the right to pursue the lower and higher university
degree or only the higher university degree.
When new postgraduate students are admitted, they shall be granted
the right to pursue a doctoral degree or, for special reasons, only a
licentiate degree. The right to pursue a doctoral degree shall include
the right to pursue a licentiate degree.
Undergraduate students may pursue only one undergraduate degree
at a time (bachelor’s+master’s degree or master’s degree only).
Postgraduate students may pursue only one postgraduate degree at
a time.
A student, who is admitted to a degree programme to which he or she
has already been formally admitted, shall not be granted a second
right to study.
The University reserves the right to revoke a student’s right to study,
if he or she has provided incorrect or insufficient information that has
influenced the decision to admit the student to the University.
Degree students shall enrol as attending or non-attending for each
academic year in a manner prescribed by the University. Students who
do not enrol for the academic year within a year after the given deadline
shall lose their right to study at the University. Students who have lost
their right to study may apply for readmission from the faculty.
A degree student’s right to study shall expire upon completion of
the degree or when the time limit for degree completion has been
exceeded.
A degree student may forfeit his or her right to study by informing
the University’s Student Services thereof. The student’s right to study
shall end on the day when written notice is given.
Persons who are admitted as non-degree students may complete
specific studies at the University for a particular period of time. Nondegree students shall enrol, in a manner prescribed by the University,
as either attending or non-attending for each academic year for the
duration of their studies.
7 § Admission to studies leading to the lower and higher university degree
The general eligibility requirements that prospective students must
meet are set forth in Section 37 of the Universities Act.
A student admitted to the University shall have the right to pursue
studies towards the lower and higher university degree. The annual
admission criteria and intake target shall be confirmed by the
Academic Board.
When a student’s application is accepted, he or she shall be admitted
to degree programme that falls into the broad subject area that the
student identified as his or her area of interest in the application. This
selection shall determine the student’s field of specialization.
Admissions decisions shall be made by the President.
8 § Admission to studies leading to the higher university degree
Persons who hold an applicable lower university degree, an applicable
degree from a university of applied sciences, or an applicable foreign
degree may be admitted to pursue the higher university degree,
provided that they meet the admission criteria that are annually
confirmed by the University.
The University may require students admitted as master’s students to
complete supplementary studies for a maximum of one year to ensure
that they attain the competencies needed to pursue master’s studies
(558/2009 37 §).
The Faculty Council shall provide more detailed regulations
concerning supplementary studies before the curriculum is approved.
Admissions decisions shall be made by the President.
9 § Admission to postgraduate studies
Eligible for studies leading to a postgraduate degree shall be persons who:
1.hold a higher university degree in an applicable field
2.hold some other degree of a corresponding level that is deemed to
provide them with the competence to pursue scientific or artistic
postgraduate studies, or
3.have obtained applicable qualifications abroad that in the awarding
country make them eligible for corresponding higher education.
(558/2009, 37§)
85
The Faculty Council may set additional requirements for candidates
applying for admission to postgraduate studies. The Faculty Council
may require persons admitted as postgraduate students to complete a
necessary amount of supplementary studies to ensure that they attain
the competencies needed to pursue postgraduate studies. These
studies shall not count towards the degree.
The President shall admit postgraduate students to the University
upon the recommendation of the Faculty Council.
CHAPTER 3
TIME LIMIT TO DEGREE COMPLETION, STUDY PLANS AND CERTIFICATES
10 § Time limit to degree completion and requests for extension
Sections 40–43 of the Universities Act impose time limits for the
completion of the lower and higher university degree and contain
provisions that restrict the duration of a student’s right to study at the
University.
The normative time-to-degree is three academic years for students
pursuing a bachelor’s degree and two academic years for students
pursuing a master’s degree. The duration of studies is counted from
the day when a student accepts a place in a bachelor’s or master’s
programme at the University.
Students admitted to pursue both the lower and higher university
degree shall have the right to complete the degrees in a time
exceeding the aggregate normative duration of studies by a maximum
of two years. Students may therefore take a total of seven years to
complete the degrees Bachelor of Science in Technology and Master
of Science in Technology/Architecture. Students who are admitted
to pursue the higher university degree only shall have the right to
complete the degree in a time exceeding the aggregate normative
duration of studies by a maximum of two years, meaning that the
studies may take no longer than four years.
The duration of studies shall not include non-attendance due to
conscription, voluntary military service, non-military service, or
maternity, paternity or parental leave. In addition, non-attendance
that lasts for a maximum of four semesters shall not count towards
the time-to-degree, if the student has enrolled as non-attending. The
length of time when a student is not enrolled at the University shall be
considered non-attendance.
A student who does not complete the degree within the time limit
referred to in Section 41 of the Universities Act must request for
an extension. In the request, the student must present a goaloriented and feasible degree completion plan and schedule and list
the courses that he or she is planning to take. The precondition for
granting an extension shall be that the student is able to complete
the studies within a reasonable amount of time. When considering
the request, the University shall take the student’s situation in life into
consideration.
A student who does not complete the degree within the prescribed
time limit or within the granted extension or who has not been granted
an extension shall lose the right to study at the University. If such a
student wishes to start or resume the studies later on, he or she must
apply for readmission (558/2009, 43 §). A student who no longer has
the right to study at the University may complete the missing courses
through the Open University. His or her right to study at the University
shall be reinstated after all the studies included in the degree, with the
exception of the thesis, have been completed.
Full-time postgraduate students may take four years to complete their
degree. For part-time students degree completion may take longer.
However, it should not take more than eight years to complete a
postgraduate degree.
11 § Personal Study Plan
Students shall prepare a separate Personal Study Plan (PSP) for each
degree. The PSP shall specify the study modules and courses that
students intend to complete and their schedule. The PSP must be
approved by the faculty.
A student shall have the right to complete his or her degree in
accordance with the approved PSP. In case the study modules or
courses included in the original PSP are changed, a new PSP must
be prepared and submitted for approval. The University shall ensure
that corresponding study modules and courses remain available to
students despite changes in the curriculum.
The faculty shall provide more detailed regulations concerning the
preparation and approval of PSPs.
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12 § Change of degree programme or specialization
14 § Degree certificates
A student pursuing the lower or higher university degree may request
a transfer to another degree programme or change of specialization.
The new degree programme must lead to the same degree (Master
of Science in Technology or Architecture) as the student’s original
degree programme.
When a student transfers to a different degree programme, he or she
shall prepare a new Personal Study Plan (PSP) that corresponds to
the requirements of the new degree programme or specialization.
If a student pursuing a bachelor’s degree transfers to a different
degree programme or changes his or her specialization, the degree
programme or specialization will remain the same at the master’s
level.
The faculty may restrict the number of students admitted to different
degree programmes.
After a student has satisfied all the requirements specified for his or
her degree programme, he or she shall receive a degree certificate
from the University.
Students shall receive the degree certificate and appendices in Finnish
and in English and a Diploma Supplement in English. The Diploma
Supplement is especially intended for international use. It includes
information on the degree conferred on the student, the University
that conferred the degree and the Finnish education system.
Students shall receive the degree certificate and appendices listed
above only after they have fulfilled all their obligations to the University
and the Student Union.
Upon request, the University shall provide students with transcripts of
their academic records while their studies are still in progress.
13 § Accreditation and recognition of prior learning
Students may, as determined by the University, claim credit for
studies that they have completed in some other Finnish or foreign
university or other educational establishment and substitute studies
included the degree syllabus with other studies of the same level.
Students may, as determined by the University, have knowledge and
skills attested in some other manner counted towards the degree or
substitute studies included in the degree syllabus with knowledge and
skills attested in some other manner. (558/2009, 44 §)
To obtain the degree of Bachelor of Science in Technology, students
must complete at least 90 credits at TUT, including the bachelor’s
thesis. To obtain the degree of Master of Science in Technology/
Architecture, students must complete at least 60 credits at TUT,
including the master’s thesis. In exceptional circumstances, the
President may decide otherwise.
To obtain the degree of Licentiate of Science in Technology or Doctor
of Science in Technology, students must complete the required
amount of studies at TUT or request for the recognition of studies
completed outside TUT.
Students who obtain a double degree must complete at least 30
credits, not including the thesis, at TUT.
15 § Graduation with distinction
A student may graduate with distinction, if his or her weighted, nonrounded cumulative grade point average (GPA) is 4.00 or higher and
the grade of the bachelor’s or master’s thesis is either Very good (4) or
Excellent (5). A student who completes a bachelor’s degree shall be
eligible for graduation with distinction, if the time-to-degree is no more
than four academic years. A student who completes both a bachelor’s
and master’s degree is eligible for graduation with distinction, if
the combined time-to-degree is no more than six academic years.
A student who was admitted to pursue only a master’s degree at
the University shall be eligible for graduation with distinction, if the
time-to-degree is no more than five semesters. The target time for
completing possible supplementary studies is not included in this
time period.
If the degree includes studies completed outside the University, the
candidate must have completed at least half of the studies counted
towards the degree, including the thesis, at TUT to remain eligible
for graduation with distinction. Courses that are graded on a scale of
Pass/Fail shall not be included in the calculation of the GPA.
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CHAPTER 4
REQUIREMENTS FOR THE LOWER AND HIGHER UNIVERSITY DEGREE
Provisions that govern the degrees conferred by the University,
learning outcomes and the structure of studies as well as other
related regulations are set forth in a Government Decree (794/2004
+ amendments).
she shall not be required to demonstrate such proficiency for the
higher university degree. In this case, the proficiency test taken for
the master’s degree shall be evaluated only in terms of the student’s
conversance with the topic of the thesis.
The dean shall determine the language in which the proficiency test
is written, if the student was educated abroad or in a language other
than Finnish or Swedish.
16 § Language proficiency
18 § Practical training
Students must demonstrate either during their studies leading to the
lower or higher university degree or otherwise that they have attained:
1.proficiency in Finnish and Swedish that is required of personnel in
bilingual public agencies and organizations under Section 6 (1) of
the Act on the Knowledge of Languages Required of Personnel in
Public Bodies (424/2003) and is necessary for the performance of
their duties; and
2.such proficiency in at least one foreign language that enables them
to follow developments in their field and engage in international
activity. (794/2004, 6 §)
At TUT, students shall demonstrate their language proficiency while
pursuing the lower university degree. Students shall be required to
demonstrate their language proficiency while pursuing the higher
university degree only, if they have not demonstrated such proficiency
during their previous studies or in some other appropriate manner.
The dean shall determine the language proficiency required of
students who were educated abroad or in a language other than
Finnish or Swedish.
In accordance with the Faculty Council’s decision, the studies leading
to the lower and higher university degree may include practical
training for the purpose of developing and improving students’
professional skills.
The degrees of Bachelor of Science in Technology and Master of
Science in Technology may include 1–10 credits of practical training.
Most of the credits awarded for practical training shall be counted
towards the master’s degree and no more than three credits may be
vocational training. The degrees of Bachelor of Science in Architecture
and Master of Science in Architecture may include a maximum of
eight credits of practical training.
Students apply to have practical training included in the degree by
submitting a written request to the faculty. The faculty shall decide on
approving the training and the credits awarded thereof.
The Faculty Council shall provide more detailed instructions regarding
practical training and the acceptance thereof.
17 § Proficiency test
Students shall complete a proficiency test before the conferral of the
degrees of Bachelor of Science in Technology and Master of Science
in Technology/Architecture.
Proficiency tests shall be taken to demonstrate conversance with the
topic of the bachelor’s or master’s thesis and proficiency in Finnish
or Swedish.
In case a student has demonstrated proficiency in Finnish or Swedish
by taking the proficiency test for the lower university degree, he or
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CHAPTER 5
BACHELOR OF SCIENCE IN TECHNOLOGY
The Academic Board shall confirm the general structure and
regulations concerning the degree of Bachelor of Science in
Technology. The Academic Board shall decide on possible exceptions
to the regulations.
19 § Objectives and scope of the degree of Bachelor of Science in
Technology
The studies leading to the degree of Bachelor of Science in Technology
shall provide students with (794/2004, 7§):
1.knowledge of the fundamentals of the major and minor subjects,
corresponding study modules or other studies included in
the degree programme and the prerequisites for following
developments in their field
2.knowledge and skills required to engage in scientific thinking and
use scientific methods or the knowledge and skills required for
artistic work
3.competence to pursue studies towards the higher university degree
and seek continuous professional growth
4.competence to apply their acquired knowledge and skills in working
life using the methods required in their field
5.competence to scrutinize the societal significance and development
of their field
6.communication skills required in working life and proficiency
in Finnish, Swedish and one foreign language as stipulated by
applicable legislation.
The scope of the studies required for the degree of Bachelor of
Science in Technology shall be 180 credits. The education shall be
organised in a manner that allows students to earn the degree in three
academic years of full-time study. (794/2004, 8 §)
20 § Structure of the degree of Bachelor of Science in Technology
The studies leading to the degree of Bachelor of Science in Technology
shall include the following modules:
- core studies
- pre-major studies
- major subject
- minor subject(s)
- elective studies
- bachelor’s seminar, incl. thesis seminar and proficiency test
A student’s core studies shall include core courses in the fields
of mathematics and natural sciences, which are included in the
requirements of the degree programme, other core courses and
introductory studies. The scope and general principles governing
core studies shall be confirmed by the Academic Board. The objective
of introductory studies shall be to familiarize students with the key
concepts of the field and promote the academic progress of students
at an early stage of their studies. The scope of core studies shall be
90–100 credits.
Students shall complete pre-major studies in their field of
specialization. The maximum scope of pre-major studies shall be 20
credits.
The scope of major subject studies shall be 20–30 credits, not
including the bachelor’s thesis.
The Faculty Council shall define the major subjects available to
students pursuing a bachelor’s degree.
The degree must include a major or minor subject in a field of
engineering or natural sciences. If necessary, the Faculty Council
shall decide whether a given subject may be included in the degree.
The scope of minor subject studies shall be 20–30 credits. Students
may freely choose their minor subjects. The Academic Board may
restrict the minor subjects available to students to ensure that they
acquire the required professional competencies and qualifications.
Students may also choose major and minor subjects from other
Finnish or international universities, provided that the studies are
approved in the Personal Study Plan (PSP).
If a student meets the minimum requirements for the degree, elective
studies shall not be required.
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21 § Structure of the degree of Bachelor of Science in Architecture
The studies leading to the degree of Bachelor of Science in
Architecture shall include the following modules:
- core studies
- major subject
- elective studies
- bachelor’s thesis, incl. proficiency test
A student’s core studies shall primarily include core courses and
introductory studies in the field of architecture. The objective of
introductory studies shall be to familiarize students with the key
concepts of the field and promote the academic progress of students
at an early stage of their studies.
The scope of major subject studies shall be 50–60 credits, not
including the bachelor’s thesis.
Elective studies may include studies offered by other faculties or
universities, provided that the studies are approved in the Personal
Study Plan (PSP). Students shall choose the required number of
courses from among the alternatives defined by the faculty.
If a student meets the minimum requirements for the degree, elective
studies shall not be required.
22 § Bachelor’s thesis
The scope of a bachelor’s thesis, including a proficiency test
and a seminar where students learn scientific writing skills and
communication skills, shall be eight credits.
A bachelor’s thesis may be prepared in a group. The independent
contribution of each author must be clearly stated.
The examiner of a bachelor’s thesis must hold a higher university
degree. The examiner’s statement shall be submitted to the Faculty
Council.
CHAPTER 6
MASTER OF SCIENCE IN TECHNOLOGY/ARCITECTURE
The Academic Board shall confirm the general structure and
regulations concerning the degree of Master of Science in Technology/
Architecture. The Academic Board shall decide on possible exceptions
to the regulations.
23 § Objectives and scope of the degree of Master of Science in
Technology/Architecture
The studies leading to the degree of Master of Science in Technology/
Architecture shall provide students with (794/2004, 12 §):
1.good overall knowledge of the major subject or a corresponding
study module and knowledge of the minor subjects or corresponding
study modules
2.understanding of the nature of scientific knowledge and methods
and the competence to apply scientific methods to topical and
concrete tasks, or the competence required for independent and
demanding artistic work
3.competence to pursue scientific or artistic postgraduate education
4.competence to work independently as an expert and developer in
their field
5.competence to participate in public discussion pertaining to their
field, and
6.language, communication and cooperation skills that are needed
in working life and to engage in scientific or artistic activity and
public discussion.
The scope of the studies required for the degree of Master of Science
in Technology/Architecture shall be 120 credits. The education shall
be organised in a manner that allows students to earn the degree in
two academic years of full-time study. (794/2004, 13 §)
24 § Structure of the degree of Master of Science in Technology
The studies leading to the degree Master of Science in Technology
shall include the following modules:
- common programme studies
- major subject or
90
- major subject and minor subject(s)
- elective studies
- master’s thesis, incl. proficiency test
The maximum scope of common programme studies shall be 20
credits.
The minimum scope of major subject studies shall be 50 credits or
30 credits. The minimum scope of minor subject studies shall be
20 credits. No minor subject studies shall be required, if the major
subject studies count for at least 50 credits. The topic of the master’s
thesis shall be chosen from the field of the major subject.
The Faculty Council shall define the major subjects available to
students pursuing a master’s degree.
Students may freely choose their minor subjects. However, the degree
must include a major or minor subject in a field of engineering or
natural sciences. If necessary, the Faculty Council shall decide
whether a given subject may be included in the degree.
The Academic Board may restrict the minor subjects available
to students to ensure that they acquire the required professional
competencies and qualifications. Students may also choose major
and minor subjects from other Finnish or international universities,
provided that the studies are approved in the Personal Study Plan
(PSP).
If a student meets the minimum requirements for the degree, elective
studies shall not be required.
The degree of Master of Science in Architecture conferred by the
University complies with the Directive 2005/36/EC of the European
Parliament and of the Council on the recognition of professional
qualifications.
25 § Structure of the degree of Master of Science in Architecture
CHAPTER 7
POSTGRADUATE DEGREES
The studies leading to the degree Master of Science in Architecture
shall include the following modules:
- common programme studies
- major subject
- elective studies
- master’s thesis, incl. proficiency test
The degree of Master of Science in Architecture shall include advancedlevel major subject studies. The topic of the master’s thesis shall be
chosen from a field of the major subject. The minimum combined scope
of the major subject and master’s thesis shall be 60 credits.
Elective studies may include studies offered by other faculties or
universities, provided that the studies are approved in the Personal
Study Plan (PSP).
26 § Master’s thesis
The scope of a master’s thesis, including the proficiency test, shall be
30 credits. The Faculty Council shall confirm the topic and language
of the master’s thesis and appoint at least one examiner for the
thesis. The examiner must be employed by the University and hold a
professorship or a doctorate in the field of the student’s major subject.
In exceptional circumstances the Faculty Council may appoint a
teacher or a researcher to examine the thesis. Students may apply
for a topic for the master’s thesis from the Faculty Council after they
have completed the degree of Bachelor of Science in Technology. The
examiner shall submit a written statement to the Faculty Council. He
or she shall also propose a grade for the thesis.
A master’s thesis shall be prepared individually. For special reasons
it may be prepared in a group, in which case the independent
contribution of each author must be clearly stated.
The Faculty Council shall provide further instructions concerning the
preparation and evaluation of master’s theses.
27 § Objectives of postgraduate education
The objectives of postgraduate education shall be that students:
1.become well-versed in their field of research and its societal
significance and gain the knowledge and skills required to apply
scientific or artistic research methods independently and critically
and produce new scientific or artistic knowledge
2.become conversant with the developments, basic problems and
research methods of their field of research, and
3.gain such knowledge of the general theory of science and other
disciplines related to their field of research that enables the
students to follow developments in the field (794/2004 21 §).
91
Students who pursue a postgraduate degree at the University shall
comply with the guidelines set forth by the Finnish Advisory Board on
Research Integrity.
28 § Content of postgraduate education
The University shall confer the following postgraduate degrees:
Licentiate of Science in Technology, Doctor of Science in Technology
and Doctor of Philosophy. Postgraduate degrees shall comprise a
thesis and postgraduate studies.
Students shall prepare a doctoral dissertation to obtain a doctoral
degree and a licentiate thesis to obtain a licentiate degree.
Postgraduate studies shall comprise major subject studies and general
scientific studies. The minimum scope of major subject studies shall
be 25 credits and that of general scientific studies 5 credits. The total
scope of postgraduate studies shall be no less than 40 credits.
The Faculty Council shall approve the degree requirements that
postgraduate students are expected to meet. The requirements shall
include the following information:
- degree
- (supplementary studies)
- requirements for the major subject
- requirements for general scientific studies
- topic and language of the licentiate thesis or doctoral dissertation
- supervisor of the postgraduate studies,
- (instructor/s proposed by the supervisor)
All postgraduate students shall be assigned a supervisor who is
employed by the University. The supervisor shall hold a professorship
or an adjunct professorship in the field of the student’s major subject.
In addition to a supervisor, postgraduate students may be assigned
one or more instructors. The instructor shall be a professor, an
adjunct professor or a doctor with an extensive record of research
achievements as confirmed by the Faculty Council. The supervisor
may also be appointed as the instructor.
29 § Completion of the degrees of Doctor of Science in Technology and
Doctor of Philosophy
To complete a doctoral degree, students shall (794/2004, 22 §):
1.complete the required postgraduate studies
2.demonstrate their ability for independent and critical thinking in
their field of research and
3.prepare a doctoral dissertation and defend it in public.
In case the student has earned a licentiate degree from the University,
he or she shall be considered to have completed the studies included
in a doctoral degree.
A doctoral dissertation may take the form of a single monograph
written by the doctoral candidate, or a number of scientific or artistic
publications or manuscripts accepted for publication and deemed
sufficient by the Faculty Council that deal with the same set of
problems and are accompanied by a summary, or a work that meets
corresponding scientific or artistic criteria. The publications referred
to herein may also include co-authored publications, provided that
the independent contribution of the doctoral candidate has been
clearly stated. (794/2004, 22§)
30 § Pre-examination and permission to publish a doctoral dissertation
A manuscript intended as a doctoral dissertation shall be submitted to
the Faculty Council to obtain permission for its publication.
The Faculty Council shall appoint a minimum of two pre-examiners
for the manuscript. The pre-examiners shall be professors or persons
who hold a doctoral degree. They must be external to the University.
The pre-examiners shall provide the Faculty Council with a statement
as to whether the manuscript is of sufficient scientific or artistic
merit for the Faculty Council to grant permission for its publication
as a doctoral dissertation. In their statement the pre-examiners shall
assess whether the structure of the manuscript is consistent, whether
the manuscript is objective and critical and based on the application
of scientific or artistic research methods, and whether the outcome is
sufficient in terms of novelty value and scientific significance.
Based on the pre-examiners’ statement, the Faculty Council shall
decide whether to grant the doctoral candidate permission to publish
the manuscript.
The doctoral candidate shall be given the opportunity to respond to
the statement before the Faculty Council convenes to consider the
publication of the manuscript (558/2009, 44 §).
92
31 § Public defence of a doctoral dissertation
After the doctoral candidate has received permission to publish the
dissertation, the Faculty Council shall appoint one or two opponents to
examine it. The opponents shall be professors or persons who hold a
doctoral degree. They must be external to the University. In case two
opponents are appointed to examine the dissertation, one of the preexaminers may act as an opponent. At least three persons who are
external to the University shall be involved in the examination process
as pre-examiners or opponents (pre-examiner X, pre-examiner Y,
opponent Z).
The Faculty Council shall appoint a professor or an adjunct professor
to preside over the public defence.
The dissertation shall be publicly displayed at the faculty for at least
10 days before the public defence.
32 § Evaluation of a doctoral dissertation
After the public defence of a doctoral dissertation, the opponent(s)
appointed by the Faculty Council shall, either individually or jointly,
submit a written statement to the faculty within two weeks of the
public defence.
In case a person present at the public defence wishes to submit
comments regarding the dissertation, he or she shall inform the dean
or the chairman thereof either at the public defence or immediately
after it. Such comments shall be delivered to the faculty in writing
within two weeks of the public defence.
Any demands to reject a doctoral dissertation must be presented
in writing and accompanied with the grounds for rejecting the
dissertation. Such a demand may be presented by the opponents
and those members of the Faculty Council who are entitled to make
such decisions.
The written statements by the opponents and other written comments
shall be forwarded to the faculty for purposes of approving and evaluating
the dissertation. The author shall be given the opportunity to respond to
these statements and comments in writing within a reasonable period
of time as determined by the faculty (558/2009, 44 §).
The Faculty Council shall approve or reject the doctoral dissertation
and confirm the grade. The chairman of the public defence shall
propose a grade for the dissertation. Those members of the Faculty
Council who are professors or hold a corresponding degree may take
part in the evaluation of dissertations. At least four such members
must be present at the meeting where the dissertation is evaluated.
The Faculty Council may also consult the chairman of the public
defence before confirming the grade.
The Finnish Administrative Procedure Act (434/2003, 27–29 §)
contains provisions concerning the disqualification of opponents and
pre-examiners due to bias or conflict of interest.
33 § Completion of the degree of Licentiate of Science in Technology
The degree of Licentiate of Science in Technology may be conferred
on a postgraduate student after he or she has completed the studies
confirmed by the Faculty Council and prepared a licentiate thesis
(794/2004, 23§).
Students prepare a licentiate thesis to demonstrate good conversance
with their field of research and the ability to independently and
critically apply scientific or artistic research methods (794/2004, 23§).
A licentiate thesis may take the form of a single monograph written
by the licentiate candidate, or a number of scientific or artistic
publications or manuscripts accepted for publication and deemed
sufficient by the Faculty Council that deal with the same set of
problems and are accompanied by a summary, or a work that meets
corresponding scientific or artistic criteria. The publications referred
to herein may also include co-authored publications, provided that
the independent contribution of the licentiate candidate has been
clearly stated. (794/2004, 23§)
The Faculty Council shall appoint two examiners to evaluate the
licentiate thesis, one of whom shall hold a professorship or an adjunct
professorship and the other an academic postgraduate degree.
The examiners shall evaluate the licentiate thesis and prepare written
statements that include a proposed grade for the thesis.
The Faculty Council shall approve or reject the licentiate thesis and
confirm the grade. The candidate may also be required to make
changes or corrections to the manuscript. Before the Faculty Council
convenes to evaluate a licentiate thesis, the candidate shall be given
the opportunity to respond to the examiners’ statement (558/2009,
44 §).
93
Those members of the Faculty Council who are professors or hold a
corresponding degree may participate in the evaluation of licentiate
theses. At least four such members must be present at the meeting
where the thesis is evaluated.
The Finnish Administrative Procedure Act (434/2003, 27–29 §)
contains provisions concerning the disqualification of examiners due
to bias or conflict of interest.
The studies included in degree programmes shall be evenly spaced
throughout the academic year and the periods, weeks and days
included therein.
Curricula shall be prepared through the Curriculum Planning System
in accordance with the schedule defined by the University. Curricula
shall be published in the University’s study guides.
CHAPTER 8
EDUCATIONAL ARRANGEMENTS AND THE EVALUATION OF COURSEWORK
A study module shall include compulsory and/or elective courses. The
content of study modules shall be determined based on the expected
learning outcomes. Students may be required to meet prerequisite
knowledge requirements before registering for a study module.
The major and minor subjects that are available to students pursuing
a bachelor’s degree must cover a sufficiently broad range of topics
and at least three professors must be responsible for each subject. At
least two professors must be responsible for each major subject that is
available to students pursuing a master’s degree. One professor shall
assume primary responsibility for each module.
34 § Curriculum of a degree programme
The objectives, structure, content, and implementation method of a
degree programme shall be defined in the curriculum.
The curriculum must include at least the following information:
1.the scientific, artistic and professional learning outcomes of the
degree programme
2.the study modules included in the degree programme and their
descriptions: name (in Finnish and in English), number of credits,
learning outcomes, courses included in the study module, possible
prerequisite knowledge requirements, the department and
person(s) responsible for the study module
3.the courses included in the degree programme and their
descriptions: name (in Finnish and in English), number of credits,
learning outcomes, core content, course completion requirements,
possible prerequisite knowledge requirements, teaching methods,
implementation schedule, grading scale and the department and
person(s) responsible for the course.
The academic year shall begin on 1 August and end on 31 July. The
detailed Academic Calendar shall be confirmed by the President.
As set forth in the Universities Act, the education shall be organized
in a manner that allows students to compelte their degree within the
prescribed time limit (558/2009, 40 §). The average student workload
shall be 60 credits per academic year.
The courses included in degree programmes shall be planned in
collaboration between the departments and programme-specific staff.
35 § Study modules
36 § Courses
Education shall be offered in the form of courses. The Faculty Council
shall decide on courses and their implementation.
The departments shall be responsible for planning, implementing,
evaluating and developing their courses. Each course shall be
overseen by a designated teacher. The needs of students in different
degree programmes shall be taken into account when planning and
arranging courses that all students are required to take.
Teaching methods may include lectures, exercises, assignments,
seminars, independent reading, laboratory work, web-based teaching,
multiform study or other appropriate methods.
The course workload shall be quantified with an accuracy of one
credit. The number of credits shall be based on the workload needed
to achieve the learning outcomes. One credit shall equal 26 and 2/3
hours of work.
Students may be required to meet prerequisite knowledge
requirements before registering for a course.
94
A course may be offered to students every other year, provided that
it does not prevent students from completing their degrees within the
prescribed time limit.
Students shall register for courses within specific deadlines.
In exceptional circumstances, the head of department shall determine
the ways in which a course may be completed. If more students
register for a course than may be admitted, the head of department
shall decide the course admission criteria. Students must be informed
of the criteria in advance.
The head of department shall decide on the cancellation of course
implementation rounds. In case of cancellation, the department shall offer
students an alternative method for completing the course, if necessary.
37 § Study guidance
Students shall have access to appropriate guidance.
As set forth in Section 40 of the Universities Act, the education shall
be organized in a manner that allows students to complete their
degree within the prescribed time limit.
38 § Student progress
The academic progress of degree students shall be monitored at
different stages of their studies.
39 § Feedback and quality management
The University shall collect feedback on the quality of education from
students, employers and other stakeholders.
The course feedback system shall be used to collect student feedback
on all the courses arranged by the University. Students shall submit
feedback on all the courses they attend. Teachers shall respond to
course feedback.
40 § Grading policy
The attainment of course learning outcomes shall be evaluated in a
manner that corresponds to the teaching method. Possible course
examinations shall be arranged at least three times.
The teacher responsible for a given course shall be in charge of
evaluating student performance. A course completion may comprise
one or more partial completions. The course requirements shall
include the submission of feedback through the course feedback
system. In case the teacher is unable or temporarily prevented from
evaluating student performance, the head of department shall assign
another person to conduct the evaluation. Teachers must inform
students of the grades they receive for partial course completions
within 30 days of the submission deadline or, in case no completion
deadline has been set, within 30 days of the submission date.
Information on course completions and examination grades must be
entered into the Academic Register within the same deadline. For
special reasons, the head of department may extend these deadlines
during the summer semester. Students shall be notified of such an
extension in advance.
A student’s coursework or examination may be disqualified, if he or
she cheats during an examination, uses someone else’s material in an
assignment or thesis without appropriate quotations and citations, or
commits other acts that constitute academic misconduct. Students
may appeal against disqualification as set forth in Section 46 of these
Degree Regulations.
Of all the members of the Faculty Council, the chairperson, professors
and those who hold a degree of a corresponding level may participate
in the evaluation of master’s theses, licentiate theses, doctoral
dissertations and other coursework. Other members of the Faculty
Council shall, however, be entitled to speak at the meeting.
When the Faculty Council is evaluating a master’s thesis, licentiate
thesis, doctoral dissertation or other coursework, a minimum of
four members who are authorized to make such decisions must be
present at the meeting. If there are not enough members who have
such authority, the President shall appoint additional members to the
Faculty Council. The additional members shall serve on the Faculty
Council for the remainder of the Faculty Council’s term of office,
unless the President decides otherwise.
The Administrative Procedure Act (434/2003, 27–28) contains
provisions regarding the disqualification of persons involved in
evaluating coursework and theses.
95
41 § Grades
The studies that count towards the lower and higher university degree
shall be evaluated on a scale of Excellent (5), Very good (4), Good
(3), Very satisfactory (2), Satisfactory (1) and Fail (0). In exceptional
circumstances the studies may be evaluated on a Pass/Fail basis. The
studies that are counted towards a postgraduate degree may also be
evaluated on a scale of Excellent, Pass and Fail.
Bachelor’s theses and master’s theses shall be evaluated on a
scale of Excellent (5), Very good (4), Good (3), Very satisfactory (2),
Satisfactory (1) and Fail (0).
Licentiate theses and doctoral dissertations shall be evaluated on a
scale of Approved with Distinction, Approved and Fail.
CHAPTER 9
SAFE STUDY ENVIRONMENT
42 § Right to a safe study environment
Students and staff are entitled to a safe learning and working
environment and equal opportunities. The University has an Equality
Plan and an Accessibility Plan.
The University may issue a code of conduct or other regulations
to maintain peace and good order on campus, ensure the smooth
progress of studies, and promote a sense of safety and comfort within
the university community. The code of conduct or other regulations
may include provisions concerning practical arrangements and
appropriate behaviour that are necessary for maintaining the safety
and convenience of the university community. They may also include
provisions concerning the use of the University’s property and access
to the facilities and campus in general. (558/2009, 41 a §)
43 § Student discipline
The University requires compliance with good scientific practice and
expects appropriate behaviour in educational settings.
Students may be issued with a written warning in case:
1.they exhibit disruptive behaviour in a classroom
2.they exhibit violent or threatening behaviour
3.they commit an act of academic dishonesty (e.g. cheating,
plagiarism, fabrication, misrepresentation, theft, autoplagiarism,
undue academic advantage) or otherwise violates the student code
of conduct
4.they refuse to present a drug test certificate pursuant to Section
43d of the Universities Act or
5.the results of the test referred to in Section 43d of the Universities
Act demonstrate that have used narcotics for purposes other than
medical treatment in a way which undermines their functional
capacity.
A student, who has committed a serious academic offense, engaged
in gross negligence or continues to misbehave after receiving a written
warning, may be temporarily expelled from the University for up to
one year.
A student, who disrupts class, behaves violently or threateningly or
endangers the health and safety of others, may be directed to leave
the premises or an event arranged by the University. A student may be
suspended from class for a maximum of three working days, if there is
a danger that his or her violent or threatening behaviour endangers the
health and safety of another student or a person working on campus
or other teaching facility or that his or her disorderly conduct causes
significant disruption to the academic environment (954/2011, 45 §).
The President shall decide on the issuance of written warnings. The
Board of the University shall decide on the temporary expulsion of
students. Before such decisions are made, the act or negligence that
results in disciplinary action must be specified, necessary statements
must be obtained, and the student must be given the opportunity to
respond to the allegation (558/2009, 45 §). The Board of the TUT
Foundation shall decide on the expulsion of students.
A plagiarism detection system may be used when evaluating theses,
coursework and examinations.
A student dissatisfied with the decision regarding disciplinary action
may appeal to the Administrative Court within 30 days of receiving
notice thereof.
96
CHAPTER 10
ADULT EDUCATION
44 § Continuing Education
The University shall provide continuing education. The decision
to recognize credits earned by students within the framework of
continuing education shall be made by the head of their degree
programme or the professor responsible for their degree programme.
The organization in charge of providing continuing education shall
decide on the fees.
45 § Open University
The University shall provide Open University education. The Vice
President responsible for Open University education shall decide on the
curriculum of the Open University. Open University students may also
attend courses at the University without obtaining degree student status.
According to a Government Decree (1082/2009), the University may
collect credit-based fees from students who complete courses at the
Open University or otherwise in the form of separate studies. The
maximum amount of the fee is defined in the Government Decree.
If it is necessary to limit the number of participants attending a course,
TUT’s degree students shall be given precedence.
CHAPTER 11
APPEALS POLICY (558/2009 44 §, 45 § and 82 §)
46 § Appealing against grades and decisions concerning the
recognition of prior learning
Students shall be entitled to know the assessment criteria applied
to their performance. They shall have the right to see their marked
examination scripts or coursework. The written and otherwise recorded
examination scripts and coursework shall be retained for a minimum
of six months after the results have been published. (558/2009, 44 §)
A student who is dissatisfied with a grade he or she receives
(not applicable to master’s theses, licentiate theses or doctoral
dissertations) or with a decision concerning the recognition of prior
learning or studies completed outside of the University may appeal
against the decision orally or in writing. Appeals that concern
grades shall be submitted to the teacher. Appeals that concern the
recognition of prior learning shall be submitted to the head of an
undergraduate programme, the professor responsible for a master’s
programme or the head of a doctoral programme. The appeal must be
made within 14 days of the date when information about the grades
and the application of the assessment criteria was accessible to the
student or within 14 days of the date when the student was notified of
the decision regarding the recognition of prior learning.
A student who is dissatisfied with the decision made by the teacher,
the head of an undergraduate programme, the professor responsible
for a master’s programme or the head of a doctoral programme may
appeal against the decision to the dean in writing within 14 days of
receiving notice thereof. The dean may bring the matter before the
Faculty Council, if necessary. A student dissatisfied with the dean’s
decision may appeal to the University’s Appeals Committee in writing
within 14 days of receiving notice thereof.
A student who is dissatisfied with the grade he or she receives for a
doctoral dissertation, licentiate thesis or master’s thesis may appeal
against the decision to the Faculty Council in writing within 14 days of
receiving notice thereof. A student who is dissatisfied with the Faculty
Council’s decision may appeal to the Appeals Committee in writing
within 14 days of receiving notice thereof.
Before a doctoral dissertation or a licentiate thesis is evaluated, the
author shall be given the opportunity to respond to the statement
prepared by the pre-examiner, examiner or opponent. (558/2009, 44 §)
47 § Appealing against an admissions decision
A person who has been refused admission to the University may appeal
against the decision in writing within 14 days of the publication of the
results. When the results are published, applicants shall be informed
of the procedure for requesting feedback and appealing against the
decision. Admitted applicants may not be refused admission as a
result of such an appeal (558/2009, 82 §).
A person dissatisfied with the decision may appeal to the Administrative
Court within 30 days of receiving notice thereof.
97
48 § Appealing against a decision concerning the forfeiture of study
right
A student who has not enrolled at the University in accordance with
the regulations shall lose his or her right to study at the University.
Such a student may request for readmission. Such a request shall be
decided by the dean.
A student who does not complete the degree within the prescribed
time limit or the granted extension or who has not been granted an
extension shall lose the right to study at the University. Requests for
extension shall be decided by the dean. The decision to readmit a
student who has exceeded the time limit for degree completion shall
also be made by the dean.
A student who is dissatisfied with the decision concerning the
withdrawal of his or her study right may submit a written appeal to
the person who made the decision within 14 days of receiving notice
thereof (558/2009, 82 §).
A student who is dissatisfied with the subsequent decision may appeal
to the Administrative Court within 30 days of receiving notice thereof.
CHAPTER 12
COMING INTO FORCE AND TRANSITIONAL PROVISIONS
49 § Coming into force
These Degree Regulations shall come into force on 1 August 2013.
Chapter 7 and sections 49 and 50 pertaining to postgraduate degrees
shall come into force on 1 January 2013.
50 § Transitional provisions
Up until 31 July 2016, students who were admitted to pursue
undergraduate studies at the University before 1 August 2013 may
complete their degrees either according to these Degree Regulations
or the previous Degree Regulations that came into force on 1 January
2011 (approved by the Academic Board on 22 November 2010).
After 31 July 2016, all students who started their studies before
1 August 2013 shall complete their degrees according to the new
Degree Regulations.
The Degree Programme in Signal Processing and Communications
Engineering has been proposed for discontinuation as of 1 August
2013. However, students in the degree programme shall be entitled to
continue their studies in accordance with the degree programme up
until 31 July 2016 or transfer to the Degree Programme in Electrical
Engineering or the Degree Programme in Information Technology.
After 1 August 2016, students in the Degree Programme in Signal
Processing and Communications Engineering will be transferred
to the Degree Programme in Electrical Engineering or Information
Technology.
The credit points that students have earned within the framework of
the old credit system shall be converted into ECTS credits according
to a ratio of 1.68 in the degree certificate. However, the credit points
awarded for practical training and the master’s thesis shall be
converted according to a ratio of 1.5.
Students who started their undergraduate studies before 1 August
2005 may include a maximum of 12 credits of practical training in
their bachelor’s or master’s degree. However, the degree of Bachelor
of Science in Technology alone may include a maximum of 5 credits
of practical training. However, students in the Degree Programme
in Architecture may include all practical training (maximum of 12
credits) in the bachelor’s degree.
Students who were admitted to pursue postgraduate studies at
the University before 1 January 2013 may complete their degrees
either according to these Degree Regulations or the previous Degree
Regulations that came into force on 1 January 2011 (approved by
the Academic Board on 22 November 2010). Students may apply for
permission to modify their approved Personal Study Plans from the
Faculty Council.
98
EXAMINATION REGULATIONS
Confirmed by the President of Tampere University of Technology on
19 April 2010. These regulations were amended on 15 May 2013 to
ensure compliance with the Degree Regulations that were confirmed
by the Academic Board on 18 March 2013.
These Examination Regulations contain further provisions on
examination arrangements in Tampere University of Technology
(the Degree Regulations, Section 40). These regulations shall apply
to examinations arranged according to the University’s examination
schedule and, when applicable, to other corresponding forms of
assessment such as mid-course exam.
1 § Arranging an examination
Examinations that are held during the examination week that follows
each teaching period shall be arranged by the University’s faculties.
Summer examinations, the Open University’s examinations and resits
that are held during the teaching periods shall be arranged by Student
Services. An examination possibly forming part of a course shall be
arranged at least three times. Students shall enrol for examinations
at least one week (7 days) in advance via the electronic enrolment
sys-tem. In case of problems, students must contact the faculty
responsible for arranging the examina-tion or, in case of summer
examinations, the Student Services unit. Only the answer sheets of
stu-dents who duly enrolled for the examination shall be forwarded to
the lecturer for marking.
The maximum number of attempts at an examination is three,
regardless of whether a student’s ear-lier attempts were passes or fails.
After a student has exhausted the maximum number of attempts, he/
she must personally contact the lecturer in charge of the course well
in advance to obtain per-mission for an additional re-sit. The lecturer
shall conduct a personal counselling discussion with the student.
Students must cancel their enrolment for an examination no later
than three working days before the examination via the electronic
enrolment system. Failing to cancel an examination shall be counted
toward the maximum number of attempts at the examination. In
case of illness or other compelling reason, students may cancel their
enrolment at a later date. The student’s right to take the examina-tion
shall be restored upon presentation of a medical certificate or, in other
cases, another reliable documentation.
2 § Examination procedure and permitted materials
Examinations shall begin exactly on the hour. An examination shall
begin after the invigilator has announced that candidates may begin
working on the examination. The time after which candidates may
leave the examination room and the time when the examination is due
to end shall be counted from this moment. No candidate may leave
the examination room during the first thirty minutes of an examination.
During this time candidates may still enter the examination room.
Candidates must be seated in the examination room in accordance
with the instructions provided by the invigilator. Candidates are not
allowed to touch the examination papers until permitted to do so
by the invigilator. Candidates may not borrow materials from other
candidates or communicate with each other in any way during an
examination.
The invigilator shall circulate an attendance sheet in the examination
room. Each candidate shall write his/her name, student number and
the course code on the attendance sheet. The invigilator must ensure
that all candidates write their information on the sheet.
Candidates may only take writing utensils (pencils, eraser, ruler, pencil
sharpener) to their desk at the examination room. They must also bring
photo identification (preferably a student card) to the examination.
Candidates are not allowed to use calculators, programmable
calculators, electronic aids, dictionaries, literature or other materials
unless otherwise stated in the examination paper. Candidates must
follow all the instructions provided on the examination paper.
Coats, bags, pencil cases, phones and other belongings must be left
along the walls of the exami-nation room or deposited elsewhere, as
instructed by the invigilator. Mobile phones must be switched off.
With the exception of unlabelled water bottles, candidates are not
allowed to bring food or drink into the examination venue, unless
they present a medical certificate indicating a valid reason to do so.
Candidates must agree on such arrangements with the organizer of
the examination in advance.
Candidates will be provided with the examination paper and all the
necessary answer sheets in the examination room. Each candidate
99
must hand over an answer sheet, which includes his/her name,
student number and the course code, before leaving the examination
room. Candidates must write all the aforesaid information on
each answer sheet. Unsigned answer sheets shall not be marked.
Candidates must present photo identification to the invigilator
before leaving the examination room. Candidates shall hand over all
answer sheets, including separate sheets, to the invigilator. If the examination paper contains a notification stating that candidates must
return the examination paper, the paper must also be handed over to
the invigilator.
3 § Marking, grades and appeals for rectification
The Degree Regulations of Tampere University of Technology contain
stipulations pertaining to the evaluation of studies (Section 40), grades
(Section 41) and appeals against grades (Section 42).
4 § Offenses and disciplinary measures
If a candidate does not follow the Examination Regulations or there is
reason to suspect cheating, the invigilator shall issue a verbal warning
to the candidate. If the suspicion of cheating persists, the invigilator
may remove the candidate from the room. The invigilator shall record
all exceptional ob-servations into the Invigilator Report Form and
make a notation on the candidate’s answer sheet that he/she was
suspected of cheating during the examination. After the examination,
the invigilator shall inform the organizer of the examination of the
incident. The organizer of the examination shall inform the lecturer.
A candidate found cheating shall fail the examination (Degree
Regulations, Section 43) and possibly face disciplinary measures.
5 § Accessibility
Should a student have a permanent or temporary physical disability
as defined in the Non-Discrimination Act, the organizer of the
examination shall be responsible for necessary special ar-rangements
(Non-Discrimination Act 21/2004). The candidate must agree on
special arrangements with the organizer of the examination at least 10
working days before the examination. The organizer of the examination
shall inform the lecturer of the arrangements. An examination taken by
a can-didate who requires special arrangements may be completed,
for example, in the Exam Aquarium.
6 § Exceptional circumstances
In case of a fire alarm or other emergency that requires candidates
to vacate the premises, the ex-amination shall be immediately
discontinued and cancelled for the day. A new examination shall be
arranged as soon as possible at a time to be announced separately.
Answer sheets that were re-turned before the disruption and
forwarded to the lecturer shall be marked.
A candidate sitting an examination may visit the bathroom
accompanied by an invigilator. With the exception of bathroom visits,
candidates may not leave the examination room without handing over
an answer sheet.
Korkeakoulunkatu
10, 33720 10,
Tampere
Korkeakoulunkatu
33720 Tampere, FINLAND
PL 527, 33101
Tampere
P.O. Box 527, 33101 Tampere, FINLAND
Puh. vaihde Switchboard
(03) 311 511
Korkeakoulunkatu
Korkeakoulunkatu
10,
10,4
33720
33720
Tampere
on weekdays between
8 a.m. and
p.m.Tampere
Tel. +358 (0)3 3115 11
PL
PL 527,
527, 33101
33101 Tampere
Tampere
Puh.
Puh. vaihde
vaihde (03)
(03) 311
311 511
511
1
OPINTO-OPAS
2014–2015
OPINTO-OPAS
2013-2014

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