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 | 311 | 2018 |
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 | 247 | 2021 |
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 | 98 | 2020 |
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 | 89 | 2020 |
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 | 63 | 2018 |
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 | 41 | 2021 |
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 38 (9), 10845-10868, 2023 | 39 | 2023 |
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 | 28 | 2019 |
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 | 26 | 2021 |
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 | 21 | 2021 |
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 | 19 | 2019 |
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 | 17 | 2018 |
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 | 13 | 2019 |
Overview of control algorithm verification methods in power electronics systems P Szcześniak, I Grobelna, M Novak, U Nyman Energies 14 (14), 4360, 2021 | 12 | 2021 |
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 | 12 | 2021 |
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 | 11 | 2022 |
Cooperative Decision-Making Approach for Multiobjective Finite Control Set Model Predictive Control Without Weighting Parameters H Xie, M Novak, F Wang, T Dragicevic, J Rodriguez, F Blaabjerg, ... IEEE Transactions on Industrial Electronics 71 (5), 4495-4506, 2023 | 10 | 2023 |
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 | 10 | 2019 |
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 | 9 | 2022 |
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 | 9 | 2018 |