Student Guide

Programmes

Master's Programme in Automation and Electrical Engineering

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Study tracks 2020-2022

Control, robotics and autonomous systems 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	5	IV-V
CS-E4850	Computer Vision	5	I-II
CS-E4710	Machine Learning: Supervised Methods	5	I-II

25 ECTS
Core courses:
ELEC-E8111	Autonomous mobile robots	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	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	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

Electrical power and energy engineering 2020-2022

25 ECTS
Recommended courses:
ELEC-E8426	Advanced Topics in Electrical Engineering	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	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	5	I
ELEC-L8704	Postgraduate Seminar on Illumination Engineering	5	varies
ELEC-E8703	Special Assignment on Illumination Engineering and Building Electrical Design	5	I-II, III-V
EEN-E4005	Sustainable Building Energy Systems	5	V

25 ECTS
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

25 ECTS
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	III-V
EEN-E4005	Sustainable Building Energy Systems	5	V

25 ECTS
Recommended courses:
ELEC-E8424	Distributed Generation Technologies	5	I-II
AAE-E3070	Electrical energy storage systems	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	5	IV-V
EEN-E4005	Sustainable Building Energy Systems	5	V
AAE-E3080	Thermal Energy storage systems	5	IV-V

Electronic and Digital Systems 2020-2022

25 ECTS
Recommended courses:
ELEC-E8110	Automation Software Synthesis and Analysis	5	IV-V
ELEC-E8106	Bayesian Filtering and Smoothing	5	III-IV
ELEC-E8734	Biomedical Instrumentation	5	II
CS-E4850	Computer Vision	5	I-II
ELEC-E8715	Design and Analysis of MEMS	5	I-II
ELEC-E8102	Distributed and Intelligent Automation Systems	5	I-II
ELEC-E9540	Digital Microelectronics II: Digital Design with HDL	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

25 ECTS
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	5	I-II
ELEC-E8712	Design for Reliability	5	I-II
ELEC-E9540	Digital Microelectronics II: Digital Design with HDL	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

Published: 13.1.2023
Updated: 2.4.2024