Master's Programme in Automation and Electrical Engineering
Study tracks 2018-2020
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.
| 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-E8123 | Networked Control Systems | 5 | III |
| 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-E5423 | Convex Optimization II | 5 | II |
| 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 | 5 | IV-V |
| CS-E4850 | Computer Vision | 5 | I-II |
| CS-E3210 | Machine Learning: Basic Principles | 5 | I-II |
| 25 ECTS | |||
| Core courses: | |||
| ELEC-E8111 | Autonomous mobile robots | 5 | IV |
| ELEC-E8115 | Micro and nano robotics | 5 | III-IV |
| ELEC-C1320 | Robotics** | 5 | I-II |
| ELEC-E8125 | Reinforcement Learning | 5 | I-II |
| ELEC-E8126 | Robotic Manipulation | 5 | III - IV |
| 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 |
**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-E3210 | Machine Learning: Basic Principles | 5 | I-II |
| ELEC-E7120 | Wireless Systems | 5 | I |
Electrical power and energy engineering 2018-2019 & 2019-2020
Five 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 | 5 | I-II |
| ELEC-E8104 | Stochastic Models and Estimation | 5 | I |
| 25 ECTS | |||
| Core courses: | |||
| ELEC-E8702 | Electrical Installations in Buildings | 5 | IV-V |
| ELEC-E8124 | Intelligent Buildings | 5 | II |
| ELEC-E8701 | Lighting Technology and Applications | 5 | III-V |
| ELEC-E8700 | Principles and Fundamentals of Lighting | 5 | I-II |
| Recommended optional courses: | |||
| 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 | |||
| 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-E8408 | Embedded Systems Development | 5 | III-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-E8702 | Electrical Installations in Buildings | 5 | IV-V |
| EEN-E4005 | Sustainable Building Energy Systems | 5 | V |
| 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.
| 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-E8726 | Biosensing | 5 | III-IV |
| ELEC-E8741 | Electromagnetic field safety and medical applications | 5 | IV-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-E3210 | Machine Learning: Basic Principles | 5 | I-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-E3040 | Indoor Environment Technology | 5 | I |
| ELEC-E8124 | Intelligent Buildings | 5 | 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-E8102 | Distributed and Intelligent Automation Systems | 5 | I-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 | ±õ–I±õ |
| CHEM-E5115 | Microfabrication | 5 | III-V |
| ELEC-E8714 | Sustainable Electronics | 5 | ±õ–I±õ |
| Recommended optional courses: | |||
| ELEC-E8711 | Materials Compatibility | 5 | III-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 | 5 | I-II |
| CHEM-E5125 | Thin Film Technology | 5 | III |