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Mateja Novak
Mateja Novak
Verified email at et.aau.dk
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Cited by
Year
Weighting factor design in model predictive control of power electronic converters: An artificial neural network approach
T Dragičević, M Novak
IEEE Transactions on Industrial Electronics 66 (11), 8870-8880, 2018
3012018
Latest advances of model predictive control in electrical drives—Part I: Basic concepts and advanced strategies
J Rodriguez, C Garcia, A Mora, F Flores-Bahamonde, P Acuna, M Novak, ...
IEEE Transactions on Power Electronics 37 (4), 3927-3942, 2021
2302021
Optimal cost function parameter design in predictive torque control (PTC) using artificial neural networks (ANN)
M Novak, H Xie, T Dragicevic, F Wang, J Rodriguez, F Blaabjerg
IEEE Transactions on Industrial Electronics 68 (8), 7309-7319, 2020
892020
Supervised imitation learning of finite-set model predictive control systems for power electronics
M Novak, T Dragicevic
IEEE Transactions on Industrial Electronics 68 (2), 1717-1723, 2020
862020
Analytical design and performance validation of finite set MPC regulated power converters
M Novak, UM Nyman, T Dragicevic, F Blaabjerg
IEEE Transactions on Industrial Electronics 66 (3), 2004-2014, 2018
632018
Pareto optimal weighting factor design of predictive current controller of a six-phase induction machine based on particle swarm optimization algorithm
H Fretes, J Rodas, J Doval-Gandoy, V Gomez, N Gomez, M Novak, ...
IEEE Journal of Emerging and Selected Topics in Power Electronics 10 (1 …, 2021
382021
Model predictive control of multilevel inverters: Challenges, recent advances, and trends
I Harbi, J Rodriguez, E Liegmann, H Makhamreh, ML Heldwein, M Novak, ...
IEEE Transactions on Power Electronics, 2023
312023
Weighting factor design based on Artificial Neural Network for Finite Set MPC operated 3L-NPC converter
M Novak, T Dragicevic, F Blaabjerg
2019 IEEE Applied Power Electronics Conference and Exposition (APEC), 77-82, 2019
272019
FS-MPC based thermal stress balancing and reliability analysis for NPC converters
M Novak, V Ferreira, M Andresen, T Dragicevic, F Blaabjerg, M Liserre
IEEE Open Journal of Power Electronics 2, 124-137, 2021
242021
Monte Carlo-based reliability estimation methods for power devices in power electronics systems
M Novak, A Sangwongwanich, F Blaabjerg
IEEE Open Journal of Power Electronics 2, 523-534, 2021
212021
Supervisory energy-management systems for microgrids: Modeling and formal verification
G Sugumar, R Selvamuthukumaran, M Novak, T Dragicevic
IEEE Industrial Electronics Magazine 13 (1), 26-37, 2019
192019
Finite set MPC algorithm for achieving thermal redistribution in a neutral-point-clamped converter
M Novak, T Dragicevic, F Blaabjerg
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018
172018
Overview of control algorithm verification methods in power electronics systems
P Szcześniak, I Grobelna, M Novak, U Nyman
Energies 14 (14), 4360, 2021
122021
Evaluation of carrier-based control strategies for balancing the thermal stress of a hybrid SiC ANPC converter
M Novak, V Ferreira, F Blaabjerg, M Liserre
2021 IEEE Applied Power Electronics Conference and Exposition (APEC), 2077-2083, 2021
122021
Statistical model checking for finite-set model predictive control converters: A tutorial on modeling and performance verification
M Novak, UM Nyman, T Dragicevic, F Blaabjerg
IEEE Industrial Electronics Magazine 13 (3), 6-15, 2019
122019
Reliability of DC-link capacitors in three-level NPC inverters under different PWM methods
A Sangwongwanich, M Novak, S Sangwongwanich, F Blaabjerg
2022 IEEE Applied Power Electronics Conference and Exposition (APEC), 1804-1811, 2022
112022
Learning-Based Model Predictive Control of DC-DC Buck Converters in DC Microgrids: A Multi-Agent Deep Reinforcement Learning Approach
H Sorouri, A Oshnoei, M Novak, F Blaabjerg, A Anvari-Moghaddam
Energies 15 (15), 5399, 2022
92022
FS-MPC algorithm for optimized operation of a hybrid active neutral point clamped converter
M Novak, VN Ferreira, M Andresen, T Dragicevic, F Blaabjerg, M Liserre
2019 IEEE Energy Conversion Congress and Exposition (ECCE), 1447-1453, 2019
92019
Statistical performance verification of FCS-MPC applied to three level neutral point clamped converter
M Novak, UM Nyman, T Dragicevic, F Blaabjerg
2018 20th European Conference on Power Electronics and Applications (EPE'18 …, 2018
92018
Semiconductor loss distribution evaluation for three level ANPC converter using different modulation strategies
M Novak, V Šunde, N Čobanov, Ž Jakopović
2017 19th International Conference on Electrical Drives and Power …, 2017
92017
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