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

2020-2022

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:

ELEC-E8408

Embedded systems development

5

III-IV

CS-C3140

Operating systems

5

I-II

CS-C3180

Software Design and Modelling

5

I-II

CS-C3150

Software engineering

5

I-II, III-IV

25 ECTS

Core courses:

ELEC-E8116

Model-based control systems

5

I-II

ELEC-E8123

Networked Control Systems

5

III

Recommended optional courses:

ELEC-E8106

Bayesian filtering and smoothing

5

III-V

MS-E2134

Decision Making and Problem Solving

5

I-II

MS-E2148

Dynamic Optimization

5

III

ELEC-E8104

Stochastic models and estimation P

5

I-II

ELEC-E5422

Convex Optimization I

5

I

ELEC-E5423

Convex Optimization II

5

II

25 ECTS

Core courses:

ELEC-E8113

Information systems in industry

5

I-II

ELEC-D1320

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-E4710

Machine Learning: Supervised Methods

5

I-II

25ECTS

Core courses:

ELEC-E8111

Autonomous mobile robots P

5

IV

ELEC-E8115

Micro and nano robotics

5

III-IV

ELEC-D1320

Robotics**

5

I-II

ELEC-E8126

Robotic Manipulation

5

III-IV

Recommended optional courses:

CS-E4800

Artificial intelligence

5

III - IV

ELEC-E8106

Bayesian Filtering and Smoothing P

5

III-IV

CS-E4850

Computer vision

5

I-II

CS-E4710

Machine Learning: Supervised Methods

5

I-II

ELEC-E8743

Neurorobotics

5

III-IV

ELEC-E8125

Reinforcement Learning

5

I-II

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

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 P

5

I-II

CS-E4710

Machine Learning: Supervised Methods

5

I-II

ELEC-E7120

Wireless Systems

5

I

25 ECTS

Core courses:

ELEC-E8124

Intelligent buildings

5

II

CIV-E3040

Indoor environment technology

5

I

Recommended optional courses:

EEN-E4001

Comfortable and Healthy Indoor Environments

5

III

EEN-E4002

Heating and Cooling Systems

5

III

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-V

EEN-E4005

Sustainable Building Energy Systems

5

V

EEN-E4003

Ventilation and Air Conditioning Systems

5

IV


Recommended  courses

ELEC-E8426

 Advanced Topics in Electrical Engineering P V

5

IV-V

ELEC-E8402

Control of Electric Drives and Power Converters

5

IV-V

ELEC-E8404

Design of Electrical Machines

5

IV

ELEC-E8411

Numerical Methods in Electromechanics

5

III

ELEC-E8416

Special Course on Electromechanics PV

5

I-II

Choose the rest from the main optional list
Recommended courses: 

ELEC-E8702

Electrical Installations in Buildings

5

III-V

ELEC-E8124

Intelligent Buildings

5

II

ELEC-E8701

Lighting Technologies and Applications

5

III-V

ELEC-E8700  

Principles and Fundamentals of Lighting

 5

I-II 

EEN-E4004

Fundamentals of HVAC Design

 5

IV-V

CIV-E3040

Indoor Environment Technology L

 5

I

ELEC-L8704

Postgraduate Seminar on Illumination Engineering

 5

varies

ELEC-E8703

Special Assignment on Illumination Engineering and Building Electrical Design V

 5

I-II, III-V

EEN-E4005

Sustainable Building Energy Systems

 5

V

Recommended 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

III-IV

ELEC-E8421

Components of Power Electronics

5

I-II

ELEC-E8405

Electric Drives

5

I-II

ELEC-E8103

Modelling, Estimation and Dynamic Systems

5

II

ELEC-E8417

Switched-Mode Power Supplies

5

IV-V

Recommended 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

ELEC-E8424

Distributed generation technologies

5

I-II

ELEC-E8701

Lighting Technology and Applications

5

III-V

ELEC-E8702

Electrical Installations in Buildings

5

II-V

EEN-E4005

Sustainable Building Energy Systems

5

V

Recommended courses

ELEC-E8424

Distributed Generation Technologies

5

I-II 

AAE-E3070

Electrical energy storage systems L

5

III

ELEC-E8405

Electric Drives

5

I-II

ELEC-E8406

Electricity Distribution and Markets

5

III-IV

CHEM-E4255

Electrochemical Energy Conversion

5

II

ELEC-E8423

Smart Grid P

5

IV-V

EEN-E4005

Sustainable Building Energy Systems

5

V

AAE-3080

Thermal Energy storage systems

5

IV-V

Recommended courses:

ELEC-E8110

Automation Software Synthesis and Analysis

5

IV-V

ELEC-E8106

Bayesian Filtering and Smoothing P

5

III-IV

ELEC-E8734

Biomedical Instrumentation

5

II

CS-E4850

Computer Vision P

5

I-II

ELEC-E8715

Design and Analysis of MEMS

5

I-II

ELEC-E8102

Distributed and Intelligent Automation Systems P

5

I-II

ELEC-E9540

Digital Microelectronics II: Digital Design with HDL P

5

IV-V

ELEC-E8408

Embedded Systems Development

5

III-V

CS-E4710

Machine Learning: Supervised Methods

5

I-II

CS-C3140

Operating systems

5

I-II

ELEC-E5710

Sensors and Measurement Methods

5

IV-V

ELEC-E5440

Statistical signal processing

5

I-II

Recommended courses:

ELEC-E8110

Automation Software Synthesis and Analysis

5

IV-V

ELEC-E8726

Biosensing

5

III-IV

ELEC-E8715

Design and Analysis of MEMS P

5

I-II

ELEC-E8712

Design for Reliability

5

I-II

ELEC-E9540

Digital Microelectronics II: Digital Design with HDL P

5

IV-V

ELEC-E8713

Materials and Microsystems Integration

5

I-II

CHEM-E5115

Microfabrication

5

IV-V

ELEC-E3280

Micronova Laboratory Course

5

I-II

ELEC-E3230

Nanotechnology

5

IV

ELEC-E8412

Power Electronics

5

I-II

ELEC-E3220

Semiconductor Devices

5

III

2018-2020

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


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

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

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

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

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

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


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

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

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

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

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

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


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

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

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

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



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.


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

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

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

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

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

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


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

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

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

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

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

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


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

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

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

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