Master's Programme in Automation and Electrical Engineering
Study tracks 2022-2024
Study tracks Control, robotics and autonomous systems 2022-2024
| Core courses: | |||
| Automation Software Synthesis and Analysis | 5 | IV-V | |
| Information Systems in Industry | 5 | I-II | |
| Recommended optional courses: | |||
| Embedded systems development | 5 | III-IV | |
| Operating systems | 5 | I-II | |
| Software Design and Modelling | 5 | I-II | |
| Software engineering | 5 | I-II, III-IV |
| Core courses: | |||
| Model-based control systems | 5 | I-II | |
| Recommended optional courses: | |||
| Bayesian filtering and smoothing | 5 | III-V | |
| Stochastic models, estimation and control | 5 | I-II | |
| Convex Optimization | 5 | I-II | |
| Decision Making and Problem Solving | 5 | I-II | |
| Dynamic Optimization | 5 | III |
| Core courses: | |||
| Information systems in industry | 5 | I-II | |
| Robotics | 5 | I-II | |
| Recommended optional courses: | |||
| Automation software synthesis and analysis | 5 | IV-V | |
| Computer Vision | 5 | I-II | |
| Machine Learning: Supervised Methods | 5 | I-II |
| Core courses: | |||
| Autonomous mobile robots | 5 | IV | |
| Micro and nano robotics | 5 | III-IV | |
| Robotics** | 5 | I-II | |
| Robotic Manipulation | 5 | III-IV | |
| Recommended optional courses: | |||
| Artificial intelligence | 5 | III-IV | |
| Bayesian Filtering and Smoothing | 5 | III-IV | |
| Computer vision | 5 | I-II | |
| Machine Learning: Supervised Methods | 5 | I-II | |
| Neurorobotics | 5 | III-IV | |
| Reinforcement Learning | 5 | I-II |
| Core courses: | |||
| Embedded Systems Development | 5 | III-IV | |
| Micro and Nano Robotics | 5 | III-IV | |
| Recommended optional courses: | |||
| Artificial intelligence | 5 | II-IV | |
| Computer Vision | 5 | I-II | |
| Machine Learning: Supervised Methods | 5 | I-II | |
| Smart forestry machines | 5 | IV-V | |
| Stochastic models, estimation and control | 5 | I-II | |
| Wireless Systems | 5 | I |
| Core courses: | |||
| Intelligent buildings | 5 | II | |
| Indoor environment technology | 5 | I | |
| Recommended optional courses: | |||
| Comfortable and Healthy Indoor Environments | 5 | III | |
| Heating and Cooling Systems | 5 | III | |
| Lighting technologies and applications | 5 | IV-V | |
| Principles and fundamentals of lighting | 5 | I-II | |
| Rakennussähköistys (Electrical Installations in Buildings) | 5 | III-V | |
| Sustainable Building Energy Systems | 5 | V | |
| Ventilation and Air Conditioning Systems | 5 | IV |
Study tracks, Electrical power and energy engineering 2022-2024
| Recommended courses: | |||
| Components of Power Electronics | 5 | I-II | |
| Control of Electric Drives and Power Converters | 5 | IV-V | |
| Converter Techniques | 5 | III-IV | |
| Design of Electrical Machines | 5 | IV | |
| Digital and Optimal Control | 5 | I-II | |
| Electrical Energy Storage Systems | 5 | III | |
| Electric Drives | 5 | I-II | |
| Mechatronic Machine Design | 5 | III | |
| Modelling, Estimation and Dynamic Systems | 5 | I-II | |
| Numerical Methods in Electromechanics | 5 | III | |
| Sustainable Electronics | 5 | I-II | |
| Vehicle Mechatronics: Powertrain | 5 | II in odd years |
| Recommended courses: | |||
| Distributed Generation Technologies | 5 | I-II | |
| Electrical Energy Storage Systems | 5 | III | |
| Electric Drives | 5 | I-II | |
| Electricity Distribution and Markets | 5 | III-IV | |
| Electrochemical Energy Conversion | 5 | II | |
| Fuel Cells and Hydrogen Technology | 5 | III-IV in odd years | |
| Smart Grid | 5 | IV-V | |
| Sustainable Building Energy Systems | 5 | V | |
| Thermal Energy Storage Systems | 5 | IV-V | |
| Thermodynamics in Energy Technology | 5 | I-II |
| Recommended courses: | |||
| Distributed Generation Technologies | 5 | I-II | |
| Electrical Installations in Buildings | 5 | III-V | |
| Electricity Distribution and Markets | 5 | III-IV | |
| Energy System Modelling and Optimization | 5 | IV-V | |
| High Voltage Engineering | 5 | I-II | |
| Lighting Technology and Applications | 5 | IV-V | |
| Power Transmission Systems | 5 | III-IV | |
| Principles and Fundamentals of Lighting | 5 | I-II | |
| Smart Grid | 5 | IV-V | |
| Sustainable Building Energy Systems | 5 | V |
| Recommended courses: | |||
| Advanced Wind Power Technology | 5 | I-II in even years | |
| Advances in New Energy Technologies | 5 | III-IV | |
| Control of Electric Drives and Power Converters | 5 | IV-V | |
| Converter Techniques | 5 | III-IV | |
| Distributed Generation Technologies | 5 | I-II | |
| Electrical Energy Storage Systems | 5 | III | |
| Electric Drives | 5 | I-II | |
| Fuel Cells and Hydrogen Technology | 5 | III-IV in odd years | |
| Modelling, Estimation and Dynamic Systems | 5 | I-II | |
| Renewable Energy Engineering | 5 | III-IV | |
| Smart Grid | 5 | IV-V | |
| Solar Energy Engineering | 5 | III-IV in even years |
| Recommended courses: | |||
| Design Process Management | 5 | II | |
| Electrical Installations in Buildings | 5 | III-V | |
| Fundamentals of HVAC Design | 5 | IV-V | |
| Indoor Environment Technology | 5 | I | |
| Intelligent Buildings | 5 | II | |
| Lighting Technologies and Applications | 5 | IV-V | |
| Principles and Fundamentals of Lighting | 5 | I-II | |
| Special Assignment on Illumination Engineering and Building Electrical Design | 5 | I-V | |
| Sustainable Building Energy Systems | 5 | V |
Study tracks, Electronic and Digital Systems 2022-2024
| Recommended courses: | |||
| Automation Software Synthesis and Analysis | 5 | IV-V | |
| Bayesian Filtering and Smoothing | 5 | III-IV | |
| Biomedical Instrumentation | 5 | II | |
| Computer Vision | 5 | I-II | |
| Design and Analysis of MEMS | 5 | I-II | |
| Distributed and Intelligent Automation Systems | 5 | I-II | |
| Digital Microelectronics II: Digital Design with HDL | 5 | IV-V | |
| Embedded Systems Development | 5 | III-V | |
| Machine Learning: Supervised Methods | 5 | I-II | |
| Neurorobotics | 5 | III-IV | |
| Operating systems | 5 | I-II | |
| Sensors and Measurement Methods | 5 | IV-V | |
| Statistical signal processing | 5 | I-II | |
| Sustainable Electronics | 5 | I-II |
| Recommended courses: | |||
| Automation Software Synthesis and Analysis | 5 | IV-V | |
| Biomedical Instrumentation | 5 | II | |
| Biosensing | 5 | III-IV | |
| Design and Analysis of MEMS | 5 | I-II | |
| Design for Reliability | 5 | I-II | |
| Digital Microelectronics II: Digital Design with HDL | 5 | IV-V | |
| Materials and Microsystems Integration | 5 | I-II | |
| Microfabrication | 5 | IV-V | |
| Micronova Laboratory Course | 5 | I-II | |
| Nanotechnology | 5 | IV | |
| Power Electronics | 5 | I-II | |
| Semiconductor Devices | 5 | III | |
| Sustainable Electronics | 5 | I-II |