Mateja Novak

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 8

Top Topics

Model Predictive Control

Statistical Modeling

Using Artificial Neural Networks

Weighting Factor

Top Venues

IEEE Trans. Ind. Electron.

Publications

Haotian Xie, Mateja Novak, Fengxiang Wang, Tomislav Dragicevic, José Rodríguez, Frede Blaabjerg, Ralph Kennel, Marcelo Lobo Heldwein
Cooperative Decision-Making Approach for Multiobjective Finite Control Set Model Predictive Control Without Weighting Parameters. IEEE Trans. Ind. Electron. 71 (5) (2024)
Mateja Novak, Iwona Grobelna, Ulrik Nyman, Pawel Szczesniak, Frede Blaabjerg
Modular Modeling and Statistical Validation for Grid-Connected FS-MPC-Controlled Matrix Converters. IEEE Trans. Ind. Electron. 70 (9) (2023)
Mateja Novak, Tomislav Dragicevic
Supervised Imitation Learning of Finite-Set Model Predictive Control Systems for Power Electronics. IEEE Trans. Ind. Electron. 68 (2) (2021)
Mateja Novak, Haotian Xie, Tomislav Dragicevic, Fengxiang Wang, José Rodríguez, Frede Blaabjerg
Optimal Cost Function Parameter Design in Predictive Torque Control (PTC) Using Artificial Neural Networks (ANN). IEEE Trans. Ind. Electron. 68 (8) (2021)
Tomislav Dragicevic, Mateja Novak
Weighting Factor Design in Model Predictive Control of Power Electronic Converters: An Artificial Neural Network Approach. IEEE Trans. Ind. Electron. 66 (11) (2019)
Mateja Novak, Ulrik Nyman, Tomislav Dragicevic, Frede Blaabjerg
Analytical Design and Performance Validation of Finite Set MPC Regulated Power Converters. IEEE Trans. Ind. Electron. 66 (3) (2019)
Mateja Novak, Tomislav Dragicevic, Frede Blaabjerg
Finite Set MPC Algorithm for Achieving Thermal Redistribution in a Neutral-Point-Clamped Converter. IECON (2018)
Mateja Novak, Viktor Sunde, Zeljko Jakopovic
Model of three level neutral point clamped converter (NPC) for grid connected photovoltaic systems. MIPRO (2015)