On this page you will find the recommended study tracks of the programme. See recommended study schedules here.


 Control, robotics and autonomous systems 2017-2018

Five different study tracks are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Automation Software Engineering

30 ECTS

Core courses:

ELEC-E8110

Automation Software Synthesis and Analysis

5

IV-V

ELEC-E8113

Information Systems in Industry

5

I-II

ELEC-E8114

Manufacturing Automation Systems Modelling

5

IV-V

Recommended optional courses:

CS-C3140

Operating systems

5

I

CS-C3180

Software Design and Modelling

5

I-II

CS-C3150

Software engineering

5

I-II, III-IV

 Control Theory / Engineering

30 ECTS

Core courses:

ELEC-E8116

Model-based control systems

5

I-II

Recommended optional courses:

MS-E2140

Linear programming

5

I

MS-E2112

Multivariate statistical analysis

5

III-IV

ELEC-E8105

Non-linear filtering and parameter estimation

5

III-IV

MS-E2139

Nonlinear programming

5

II

 Factory Automation

30 ECTS

Core courses:

ELEC-E8113

Information systems in industry

5

I-II

ELEC-E8114

Manufacturing automation systems modelling

5

IV-V

ELEC-C1320

Robotics

5

I-II

Recommended optional courses:

ELEC-E8110

Automation software synthesis and analysis P

5

IV-V

ELEC-E8118

Robotic vision

5

III

 Robotics and Autonomous Systems

30 ECTS

Core courses:

ELEC-E8111

Autonomous mobile robots P

5

IV

ELEC-E8115

Micro and nano robotics

5

III-IV

ELEC-C1320

Robotics**

5I-II

ELEC-E8119

Robotics: manipulation, decision making and learning

5

I-II

ELEC-E8118

Robotic vision

5

III

**Choose only if you haven't studied Robotics at undergraduate level

Recommended optional courses:

CS-E4800

Artificial intelligence

5

III - IV

CS-E4850

Computer vision

5

I-II

CS-E3210

Machine learning: basic principles

5

I

ELEC-E8105

Non-linear filtering and parameter estimation

5

III-IV

 Smart Systems

30 ECTS

Core courses:

ELEC-E8408

Embedded Systems Development 

5

III-IV

ELEC-E8115

Micro and Nano Robotics

5

III-IV

Recommended optional courses:

CS-E4850

Computer Vision

5

I-II

CS-E3210

Machine Learning: Basic Principles

5

I

ELEC-E7120

Wireless Systems

5

I

 Electrical power and energy engineering 2017-2018

Four different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Electromechanics

30 ECTS

Core courses

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8404

Design of Electrical Machines

5

IV

ELEC-E8410

Materials in Energy Applications

5

IV-V

ELEC-E8411

Numerical Methods in Electromechanics

5

III

Recommended optional courses:

KJR-C2001

Kiinteän aineen mekaniikan perusteet

5

IV-V

ELEC-E8103

Modelling, Estimation and Dynamic Systems

5

II

MS-E1659

Seminar on applied mathematics V

1-5

I-II

ELEC-E8104

Stochastic Models and Estimation

5

I

 Illumination Engineering and Electrical Building Services

30 ECTS

Core courses:
ELEC-E8702Electrical Installations in Buildings5IV-V
ELEC-E8124Intelligent Buildings5II
ELEC-E8701Lighting Technology and Applications5III-V
ELEC-E8700  Principles and Fundamentals of Lighting 5I-II 
Recommended optional courses:
EEN-E4004Fundamentals of HVAC Design 5IV-V
CIV-E3040Indoor Environment Technology L 5I
ELEC-L8704Postgraduate Seminar on Illumination Engineering 5varies
ELEC-E8703Special Assignment on Illumination Engineering and Building Electrical Design V 5I-II, III-V
EEN-E4005Sustainable Building Energy Systems 5V
 Power-Electronic Systems

30 ECTS

Core courses:

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8403

Converter Techniques

5

III-IV

ELEC-E8101

Digital and Optimal Control

5

I-II

ELEC-E8408

Embedded Systems Development

5

III-IV

Recommended optional courses:

ELEC-E8404

Design of Electrical Machines

5

IV

ELEC-E8102

Distributed and Intelligent Automation Systems

5

I-II

ELEC-E8103

Modelling, Estimation and Dynamic Systems

5

II

ELEC-E8104

Stochastic models and estimation

5

I

ELEC-E8417

Switched-Mode Power Supplies

5

IV-V

ELEC-E8421

Tehoelektroniikan komponentit

5

I-II

 Power Systems and High Voltage Engineering

30 ECTS

Core courses:

ELEC-E8406

Electricity Distribution and Markets

5

III-IV

ELEC-E8409

High Voltage Engineering

5

I-II

ELEC-E8419

Sähkönsiirtojärjestelmät 1 (Power Transmission Systems 1)

5

I-II

ELEC-E8418

Sähköenergian käyttösovelluksia (Applications of Electric Energy)

5

IV-V

Recommended optional courses:

ELEC-E8423

Smart Grid

5

IV-V

ELEC-E8418

Sähköenergian käyttösovellukset

5

IV-V

 Sustainable Electrical Energy

30 ECTS

Core courses:

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8410

Materials in Energy Applications 

5

IV-V

ELEC-E8700

Principles and Fundamentals of Lighting

5

I-II

Recommended optional courses:

ELEC-E8406

Electricity Distribution and Markets

5

III-IV

PHYS-E6570

Solar Energy Engineering

5

III-IV (alt. years, next time in 2018)

ELEC-E8714

Sustainable Electronics

5

I-II

 Translational engineering 2017-2018

Four different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Health and Wellbeing

30 ECTS

Core courses: 20 ECTS

ELEC-E8736

Basics of MRI                                                                

5

III-IV              

ELEC-E8734

Biomedical Instrumentation

5

II                 

ELEC-E8726

Biosensing

5

III-IV

ELEC-E8731

Design of Electronic Prototype

5

III-IV

Recommended optional courses:

ELEC-E8738

Application of MRI

5

II

ELEC-E8724

Biomaterials Science

5

I-II

ELEC-E8732

Instrumentation Electronics

5

I-II

ELEC-E8737

Instrumentation of MRI

5

I

ELEC-D8723

Laboratory Course of Biomedical Engineering

5

IV-V

ELEC-E8725

Methods of Bioadaptive Technology

5

I-II

CHEM-E8135

Microfluidics and BioMEMS

5

III-V

NBE-E4000

Principles of Biomedical Imaging

5

I-II

ELEC-E8728

 Tissue-foreign body interaction                               

5         

I-II

 Measurement Science and Technology

30 ECTS

Core courses: 20 ECTS

ELEC-E8731

Design of Electronic Prototype            

5

III-IV

ELEC-E8732

Instrumentation electronics

5

I-II

ELEC-E5720       

Virtual instrumentation                                   

5

I-V

Recommended optional courses:

CS-E5500

Acoustical Measurements

5

II

CS-E4850

Computer Vision

5

III-IV

CS-E3210Machine Learning: Basic Principles5I

ELEC-E8105

Non-linear Filtering and Parameter Estimation

5

III-IV

ELEC-E5730

Optics

5

III

ELEC-E3210

Optoelectronics

5

III

ELEC-E3240

Photonics

5

V

ELEC-E8104

Stochastic Models and Estimation

5

I

 Smart Living Environment

30 ECTS

Core courses: 15 ECTS
CIV-E3040Indoor Environment Technology5I

ELEC-E8124

Intelligent Buildings                                                

II

Recommended optional courses:

EEN-E4001

Comfortable and Healthy Indoor Environments

5

III

ELEC-E7851

Computational User Interface Design

5

II

ELEC-E8101

Digital and Optimal Control

5

I-II

ELEC-E8102Distributed and Intelligent Automation Systems P5I-II

EEN-E4004

Fundamentals of HVAC Design

5

IV-V

ELEC-E8701

Lighting Technologies and Applications

5

IV-V

ELEC-E8700

Principles and fundamentals of lighting

5

I-II

ELEC-E8702

Rakennussähköistys (Electrical Installations in Buildings)5 III-IV

EEN-E4005

Sustainable Building Energy Systems

5

V

 Smart System Integration

30 ECTS

Core courses: 15 ECTS

ELEC-E8713

Materials and Microsystems Integration 

5

I–II

ELEC-E8711

Materials Compatibility

5

III-V

CHEM-E5115

Microfabrication

5

III-V

ELEC-E8714

Sustainable Electronics

5

I-II

Recommended optional courses:

ELEC-E3280

Micronova Laboratory Course                                                                      

5        

I-II

ELEC-E3230

Nanotechnology

5

IV

ELEC-E3210

Optoelectronics

5

III

ELEC-E3240

Photonics

5

V

ELEC-E8412

Power Electronics

5

II

ELEC-E3220

Semiconductor Devices

5

III

ELEC-E8421

Tehoelektroniikan komponentit

I-II

CHEM-E5125  

Thin Film Technology

5

II



 Control, robotics and autonomous systems 2018-2019 & 2019-2020

Five different study tracks are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Automation Software Engineering

25 ECTS

Core courses:

ELEC-E8110

Automation Software Synthesis and Analysis

5

IV-V

ELEC-E8113

Information Systems in Industry

5

I-II

Recommended optional courses:

CS-C3140

Operating systems

5

I

CS-C3180

Software Design and Modelling

5

I-II

CS-C3150

Software engineering

5

I-II, III-IV

 Control Engineering and Networked Systems

25 ECTS

Core courses:

ELEC-E8116

Model-based control systems

5

I-II

ELEC-E8123Networked Control Systems5III

Recommended optional courses:

MS-E2134

Decision Making and Problem Solving

5

IV

MS-E2148

Dynamic Optimization

5

III

ELEC-E8105

Non-linear filtering and parameter estimation

5

III-IV

ELEC-E5422

Convex Optimization I

5

I

ELEC-E5423Convex Optimization II5II
 Factory Automation

25 ECTS

Core courses:

ELEC-E8113

Information systems in industry

5

I-II

ELEC-C1320

Robotics

5

I-II

Recommended optional courses:

ELEC-E8110

Automation software synthesis and analysis P

5

IV-V

CS-E4850

Computer Vision

5

I-II

CS-E3210Machine Learning: Basic Principles5I-II
 Robotics and Autonomous Systems

25 ECTS

Core courses:

ELEC-E8111

Autonomous mobile robots P

5

IV

ELEC-E8115

Micro and nano robotics

5

III-IV

ELEC-C1320

Robotics**

5I-II

ELEC-E8125

Reinforcement Learning

5

I-II

ELEC-E8126

Robotic Manipulation

5

III-IV

**Choose only if you haven't studied Robotics at undergraduate level

Recommended optional courses:

CS-E4800

Artificial intelligence

5

III - IV

CS-E4850

Computer vision

5

I-II

CS-E3210

Machine learning: basic principles

5

I

ELEC-E8105

Non-linear filtering and parameter estimation

5

III-IV

 Smart Systems

25 ECTS

Core courses:

ELEC-E8408

Embedded Systems Development 

5

III-IV

ELEC-E8115

Micro and Nano Robotics

5

III-IV

Recommended optional courses:

CS-E4850

Computer Vision

5

I-II

CS-E3210

Machine Learning: Basic Principles

5

I-II

ELEC-E7120

Wireless Systems

5

I

 Electrical power and energy engineering 2018-2019 & 2019-2020

Four different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Electromechanics

25 ECTS

Core courses

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8404

Design of Electrical Machines

5

IV

ELEC-E8410

Materials in Energy Applications

5

IV-V

ELEC-E8411

Numerical Methods in Electromechanics

5

III

Recommended optional courses:

KJR-C2001

Kiinteän aineen mekaniikan perusteet

5

IV-V

ELEC-E8103

Modelling, Estimation and Dynamic Systems

5

I-II

MS-E1659

Seminar on applied mathematics V

1-5

I-II

ELEC-E8104

Stochastic Models and Estimation

5

I

 Illumination Engineering and Electrical Building Services

25 ECTS

Core courses:
ELEC-E8702Electrical Installations in Buildings5IV-V
ELEC-E8124Intelligent Buildings5II
ELEC-E8701Lighting Technology and Applications5III-V
ELEC-E8700  Principles and Fundamentals of Lighting 5I-II 
Recommended optional courses:
EEN-E4004Fundamentals of HVAC Design 5IV-V
CIV-E3040Indoor Environment Technology L 5I
ELEC-L8704Postgraduate Seminar on Illumination Engineering 5varies
ELEC-E8703Special Assignment on Illumination Engineering and Building Electrical Design V 5I-II, III-V
EEN-E4005Sustainable Building Energy Systems 5V
 Power-Electronic Systems

25 ECTS

Core courses:

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8403

Converter Techniques

5

III-IV

ELEC-E8101

Digital and Optimal Control

5

I-II

ELEC-E8424

Distributed generation technologies

5

I-II

Recommended optional courses:

ELEC-E8404

Design of Electrical Machines

5

IV

ELEC-E8102

Distributed and Intelligent Automation Systems

5

I-II

ELEC-E8408Embedded Systems Development5III-IV

ELEC-E8103

Modelling, Estimation and Dynamic Systems

5

II

ELEC-E8417

Switched-Mode Power Supplies

5

IV-V

ELEC-E8421

Tehoelektroniikan komponentit

5

I-II

 Power Systems and High Voltage Engineering

25 ECTS

Core courses:

ELEC-E8406

Electricity Distribution and Markets

5

III-IV

ELEC-E8409

High Voltage Engineering

5

I-II

ELEC-E8423

Smart Grid

5

IV-V

Recommended optional courses:

ELEC-E8424

Distributed generation technologies

5

I-II

ELEC-E8701

Lighting Technology and Applications

5

III-V

ELEC-E8702Electrical Installations in Buildings5IV-V
EEN-E4005Sustainable Building Energy Systems5V
 Sustainable Electrical Energy

25 ECTS

Core courses:

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8410

Materials in Energy Applications 

5

IV-V

ELEC-E8700

Principles and Fundamentals of Lighting

5

I-II

Recommended optional courses:

ELEC-E8406

Electricity Distribution and Markets

5

III-IV

PHYS-E6570

Solar Energy Engineering

5

III-IV (alt. years, next time in 2020)

ELEC-E8714

Sustainable Electronics

5

I-II

 Translational engineering 2018-2019 & 2019-2020

Four different study paths are given as guidelines, but students are free to choose their own unique set from the list of optional courses.


 Health and Wellbeing

25 ECTS

Core courses: 15 ECTS

ELEC-E8736

Basics of MRI                                                                

5

III-IV              

ELEC-E8734

Biomedical Instrumentation

5

II                 

ELEC-E8731

Design of Electronic Prototype

5

III-IV

Recommended optional courses:

ELEC-E8739

AI in Health Technologies

5

I-II

ELEC-E8724

Biomaterials Science

5

I-II

ELEC-E8726Biosensing5III-IV
ELEC-E8741Electromagnetic field safety and medical applications5IV-V

ELEC-E8732

Instrumentation Electronics

5

I-II

ELEC-E8737

Instrumentation of MRI

5

I

ELEC-E8725

Methods of Bioadaptive Technology

5

I-II

CHEM-E8135

Microfluidics and BioMEMS

5

III-V

NBE-E4000

Principles of Biomedical Imaging

5

I-II

 Measurement Science and Technology

25 ECTS

Core courses: 15 ECTS

ELEC-E8731

Design of Electronic Prototype            

5

III-IV

ELEC-E8732

Instrumentation electronics

5

I-II

ELEC-E5720       

Virtual instrumentation                                   

5

I-V

Recommended optional courses:

CS-E5500

Acoustical Measurements

5

II

CS-E4850

Computer Vision

5

III-IV

CS-E3210Machine Learning: Basic Principles5I-II

ELEC-E8105

Non-linear Filtering and Parameter Estimation

5

III-IV

ELEC-E5730

Optics

5

III

ELEC-E3210

Optoelectronics

5

III

ELEC-E3240

Photonics

5

V

ELEC-E8104

Stochastic Models and Estimation

5

I

 Smart Living Environment

25 ECTS

Core courses: 10 ECTS
CIV-E3040Indoor Environment Technology5I

ELEC-E8124

Intelligent Buildings                                                

II

Recommended optional courses:

EEN-E4001

Comfortable and Healthy Indoor Environments

5

III

ELEC-E7851

Computational User Interface Design

5

II

ELEC-E8101

Digital and Optimal Control

5

I-II

ELEC-E8102Distributed and Intelligent Automation Systems P5I-II

EEN-E4004

Fundamentals of HVAC Design

5

IV-V

ELEC-E8701

Lighting Technologies and Applications

5

IV-V

ELEC-E8700

Principles and fundamentals of lighting

5

I-II

ELEC-E8702

Rakennussähköistys (Electrical Installations in Buildings)5 III-IV

EEN-E4005

Sustainable Building Energy Systems

5

V

 Smart System Integration

25 ECTS

Core courses:

ELEC-E8713

Materials and Microsystems Integration 

5

I–II

CHEM-E5115

Microfabrication

5

III-V

ELEC-E8714

Sustainable Electronics

5

I-II

Recommended optional courses:

ELEC-E8711Materials Compatibility5III-V

ELEC-E3280

Micronova Laboratory Course                                                                      

5        

I-II

ELEC-E3230

Nanotechnology

5

IV

ELEC-E3210

Optoelectronics

5

III

ELEC-E3240

Photonics

5

V

ELEC-E8412

Power Electronics

5

II

ELEC-E3220

Semiconductor Devices

5

III

ELEC-E8421

Tehoelektroniikan komponentit

I-II

CHEM-E5125  

Thin Film Technology

5

III