Master's Programme in Automation and Electrical Engineering
Study tracks 2024-2026
Study tracks Control, robotics and autonomous systems 2024-2026
| 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-C3150 | Software engineering | 5 | I-II, III-IV |
| CS-C3180 | Software Design and Modelling | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8121 | Networked Control of Multi-agent Systems | 5 | IV-V |
| ELEC-E8130 | Nonlinear Control Design and Analysis D | 5 | I-II |
| Recommended optional courses: | |||
| ELEC-E8106 | Bayesian filtering and smoothing | 5 | III-IV |
| ELEC-E8107 | Stochastic models, estimation and control | 5 | I-II |
| ELEC-E5424 | Convex Optimization | 5 | I-II |
| MS-E2148 | Dynamic Optimization | 5 | III |
| Core courses: | ECTS | Period | |
| ELEC-E8113 | Information systems in industry | 5 | I-II |
| Recommended optional courses: | |||
| ELEC-E8110 | Automation software synthesis and analysis | 5 | IV-V |
| ELEC-E8127 | Special Assignment in Automation Technologies 1 D | 1-10 | I-summer |
| CS-E4715 | Supervised Machine Learning | 5 | I-II |
| CS-E4850 | Computer Vision | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8115 | Micro and Nano Robotics | 5 | III-IV |
| ELEC-E8408 | Embedded Systems Development | 5 | III-IV |
| Recommended optional courses: | |||
| ELEC-E8106 | Bayesian Filtering and Smoothing | 5 | III-IV |
| ELEC-E8107 | Stochastic models, estimation and control | 5 | I-II |
| ELEC-E8125 | Reinforcement Learning | 5 | I-II |
| ELEC-E8130 | Nonlinear Control Design and Analysis D | 5 | I-II |
| ELEC-E7120 | Wireless Systems | 5 | I |
| CS-E4715 | Supervised Machine Learning | 5 | I-II |
| CS-E4800 | Artificial intelligence | 5 | III-IV |
| CS-E4850 | Computer Vision | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8111 | Autonomous mobile robots | 5 | IV |
| ELEC-E8126 | Robotic Manipulation | 5 | III-IV |
| Recommended optional courses: | |||
| ELEC-E8106 | Bayesian Filtering and Smoothing | 5 | III-IV |
| ELEC-E8115 | Micro and nano robotics | 5 | III-IV |
| ELEC-E8120 | Smart forestry machines | 5 | IV-V |
| ELEC-E8125 | Reinforcement Learning | 5 | I-II |
| ELEC-E8743 | Neurorobotics | 5 | III-IV |
| CS-E4715 | Supervised Machine Learning | 5 | I-II |
| CS-E4800 | Artificial intelligence | 5 | III-IV |
| CS-E4850 | Computer vision | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8124 | Intelligent buildings | 5 | II |
| ELEC-E8701 | Lighting Technologies and Applications | 5 | IV-V |
| Recommended optional courses: | |||
| ELEC-E8700 | Principles and fundamentals of lighting | 5 | I-II |
| ELEC-E8702 | Rakennussähköistys (Electrical Installations in Buildings) | 5 | III-V |
| ELEC-E8703 | Special Assignment on Illumination Engineering and Building Electrical Design | 5 | I-V |
| AAE-E4001 | Comfortable and Healthy Indoor Environments | 5 | III |
| AAE-E4003 | Ventilation and Air Conditioning Systems | 5 | IV |
| CIV-E2080 | Design Process Management | 5 | II |
| CIV-E3040 | Indoor Environment Technology | 5 | I |
Study track Electrical power and energy engineering 2024-2026
| Core courses: | ECTS | Period | |
| ELEC-E8405 | Electric Drives | 5 | I-II |
| ELEC-E8407 | Electromechanics | 5 | I-II |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| Recommended courses: | |||
| ELEC-E8421 | Components of Power Electronics | 5 | I-II |
| ELEC-E8402 | Control of Electric Drives and Power Converters | 5 | IV-V |
| ELEC-E8403 | Converter Techniques | 5 | III-IV |
| ELEC-E8404 | Design of Electrical Machines | 5 | IV |
| ELEC-E8101 | Digital and Optimal Control | 5 | I-II |
| AAE-E3070 | Electrical Energy Storage Systems | 5 | III |
| MEC-E5001 | Mechatronic Machine Design | 5 | II |
| ELEC-E8103 | Modelling, Estimation and Dynamic Systems | 5 | I-II |
| ELEC-E8411 | Numerical Methods in Electromechanics | 5 | III |
| ELEC-E8413 | Power Systems | 5 | I-II |
| MEC-E5011 | Vehicle Mechatronics: Powertrain | 5 | II in odd years |
| Core courses: | ECTS | Period | |
| ELEC-E8432 | An Introduction to Hydrogen Economy | 5 | I-V |
| ELEC-E8433 | Elements of Hydrogen System and Storages | 5 | I-II |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| ELEC-E8413 | Power Systems | 5 | I-II |
| AAE-E3070 | Electrical Energy Storage Systems | 5 | III |
| Recommended courses: | |||
| ELEC-E8424 | Distributed Generation Technologies | 5 | I-II |
| ELEC-E8405 | Electric Drives | 5 | I-II |
| ELEC-E8406 | Electricity Distribution and Markets | 5 | III-IV |
| CHEM-E4255 | Electrochemical Energy Conversion | 5 | II |
| PHYS-E6571 | Fuel Cells and Hydrogen Technology | 5 | III-IV in odd years |
| AAE-E3110 | Hydrogen Technology D | 5 | IV |
| ELEC-E8423 | Smart Grid | 5 | IV-V |
| AAE-E3080 | Thermal Energy Storage Systems | 5 | IV-V |
| EEN-E1030 | Thermodynamics in Energy Technology | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8433 | Elements of Hydrogen System and Storages | 5 | I-II |
| ELEC-E8413 | Power Systems | 5 | I-II |
| ELEC-E8427 | Power Transmission Systems | 5 | III-IV |
| ELEC-E8406 | Electricity Distribution and Markets | 5 | III-IV |
| ELEC-E8425 | Energy System Modelling and Optimization | 5 | IV-V |
| Recommended courses: | |||
| ELEC-E8432 | An Introduction to Hydrogen Economy | 5 | I-V |
| ELEC-E8424 | Distributed Generation Technologies | 5 | I-II |
| ELEC-E8702 | Electrical Installations in Buildings | 5 | III-V |
| ELEC-E8405 | Electric Drives | 5 | I-II |
| ELEC-E8407 | Electromechanics | 5 | I-II |
| ELEC-E8409 | High Voltage Engineering | 5 | I-II |
| ELEC-E8701 | Lighting Technology and Applications | 5 | IV-V |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| ELEC-E8700 | Principles and Fundamentals of Lighting | 5 | I-II |
| ELEC-E8423 | Smart Grid | 5 | IV-V |
| Core courses: | ECTS | Period | |
| ELEC-E8424 | Distributed Generation Technologies | 5 | I-II |
| ELEC-E8405 | Electric Drives | 5 | I-II |
| ELEC-E8433 | Elements of Hydrogen System and Storages | 5 | I-II |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| ELEC-E8413 | Power Systems | 5 | I-II |
| Recommended courses: | |||
| ELEC-E8432 | An Introduction to Hydrogen Economy | 5 | I-V |
| ELEC-E8402 | Control of Electric Drives and Power Converters | 5 | IV-V |
| ELEC-E8403 | Converter Techniques | 5 | III-IV |
| AAE-E3070 | Electrical Energy Storage Systems | 5 | III |
| PHYS-E6571 | Fuel Cells and Hydrogen Technology | 5 | III-IV in odd years |
| ELEC-E8103 | Modelling, Estimation and Dynamic Systems | 5 | I-II |
| AAE-E3090 | Renewable Energy Engineering | 5 | III-IV |
| ELEC-E8423 | Smart Grid | 5 | IV-V |
| PHYS-E6570 | Solar Energy Engineering | 5 | III-IV in even years |
| AAE-E3095 | Wind Power Engineering and Developmen | 5 | I-II |
| Core courses: | ECTS | Period | |
| ELEC-E8124 | Intelligent Buildings | 5 | II |
| ELEC-E8701 | Lighting Technologies and Applications | 5 | IV-V |
| ELEC-E8413 | Power Systems | 5 | I-II |
| ELEC-E8700 | Principles and Fundamentals of Lighting | 5 | I-II |
| Recommended courses: | |||
| AAE-E4001 | Comfortable and Healthy Indoor Environments | 5 | III |
| CIV-E2080 | Design Process Management | 5 | II |
| ELEC-E8702 | Rakennussähköistys (Electrical Installations in Buildings) | 5 | III-V |
| CIV-E3040 | Indoor Environment Technology | 5 | I |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| ELEC-E8703 | Special Assignment on Illumination Engineering and Building Electrical Design | 5 | I-V |
| AAE-E4003 | Ventilation and Air Conditioning Systems | 5 | IV |
| Core courses: | ECTS | Period | |
| ELEC-E8421 | Components of Power Electronics | 5 | I-II |
| ELEC-E8712 | Design for Reliability | 5 | I-II |
| ELEC-E8717 | Materials for Power Electronics | 5 | III-IV |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| Recommended courses: | |||
| ELEC-E8714 | Sustainable Electronics | 5 | I-II |
| ELEC-E3220 | Semiconductor Devices | 5 | III |
| ELEC-E8402 | Control of Electric Drives and Power Converters | 5 | IV-V |
| ELEC-E8403 | Converter Techniques | 5 | III-IV |
| ELEC-E8405 | Electric Drives | 5 | I-II |
| ELEC-E8407 | Electromechanics | 5 | I-II |
| ELEC-E8413 | Power Systems | 5 | I-II |
| ELEC-D8710 | Principles of Materials Science | 5 | III-IV |
Study tracks, Electronic and Digital Systems 2024-2026
| Recommended courses: | ECTS | Period | |
| ELEC-E8739 | AI in health technologies D | 5 | I-II |
| ELEC-E8110 | Automation Software Synthesis and Analysis P | 5 | IV-V |
| ELEC-E8106 | Bayesian Filtering and Smoothing D | 5 | III-IV |
| ELEC-E8734 | Biomedical Instrumentation | 5 | II |
| ELEC-E8726 | Biosensing | 5 | III-IV |
| CS-E4850 | Computer Vision D | 5 | I-II |
| ELEC-E8102 | Distributed and Intelligent Automation Systems D | 5 | I-II |
| ELEC-E9540 | Digital Microelectronics II: Digital Design with HDL D | 5 | IV-V |
| ELEC-E8744 | Electromagnetic field safety | 5 | III-IV |
| ELEC-E8408 | Embedded Systems Development | 5 | III-V |
| ELEC-E8743 | Neurorobotics D | 5 | III-IV |
| CS-C3140 | Operating systems | 5 | I-II |
| ELEC-E5440 | Statistical signal processing | 5 | I-II |
| CS-E4715 | Supervised Machine Learning D | 5 | I-II |
| Recommended courses: | ECTS | Period | |
| ELEC-E8739 | AI in health technologies D | 5 | I-II |
| ELEC-E8110 | Automation Software Synthesis and Analysis D | 5 | IV-V |
| ELEC-E8734 | Biomedical Instrumentation | 5 | II |
| ELEC-E8726 | Biosensing | 5 | III-IV |
| ELEC-E9540 | Digital Microelectronics II: Digital Design with HDL D | 5 | IV-V |
| ELEC-E8744 | Electromagnetic field safety | 5 | III-IV |
| ELEC-E8716 | Heterogenous Integration D | 5 | I-II |
| CHEM-E5115 | Microfabrication | 5 | IV-V |
| ELEC-E3280 | Micronova Laboratory Course | 5 | I-II |
| ELEC-E8412 | Power Electronics | 5 | I-II |
| ELEC-E3220 | Semiconductor Devices | 5 | III |