Course unit, curriculum year 2023–2024
EE.PEE.330
Model Predictive Control of Power Electronic Systems, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 1 (1.8.2023–22.10.2023)
Active in period 2 (23.10.2023–31.12.2023)
Active in period 3 (1.1.2024–3.3.2024)
Active in period 4 (4.3.2024–31.5.2024)
Course code
EE.PEE.330Language of instruction
EnglishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Petros KaramanakosResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Electrical Engineering Studies 100 %
Core content
- Modeling of power electronic systems (derivation of state-space models)
- Direct MPC with reference tracking-short horizons (formulation of the current control problem)
- Mathematical programming (enumeration technique to solve the short-horizon problem)
- Delays and their compensation
- Applications to drive systems consisting of a three-level neutral point clamped (NPC) inverter and an induction machine, inverters with LC filters
Complementary knowledge
- Direct MPC with reference tracking (long horizons)
- Branch-and-bound optimization techniques
- Model predictive direct torque control (MPDTC)
- Derivatives of MPDTC (e.g., Model predictive direct current control-MPDCC)
Specialist knowledge
- Optimized pulse patterns (OPPs)
- Fast control of OPPs
- Model predictive pulse pattern control (MP3C)
- Indirect MPC for modular multilevel converters
Learning outcomes
Prerequisites
Recommended prerequisites
Further information
Studies that include this course
Completion option 1
Final written exam; homework helps to pass the course
Completion of all options is required.
Participation in teaching
31.08.2023 – 11.12.2023
Active in period 1 (1.8.2023–22.10.2023)
Active in period 2 (23.10.2023–31.12.2023)
Exam
20.12.2023 – 20.12.2023
Active in period 2 (23.10.2023–31.12.2023)
10.02.2024 – 10.02.2024
Active in period 3 (1.1.2024–3.3.2024)
30.03.2024 – 30.03.2024
Active in period 4 (4.3.2024–31.5.2024)