20172020
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  • 19 Similar Profiles
Model predictive control Engineering & Materials Science
Power electronics Engineering & Materials Science
Model checking Engineering & Materials Science
Topology Engineering & Materials Science
Predictive control systems Engineering & Materials Science
Neural networks Engineering & Materials Science
Electric potential Engineering & Materials Science
Energy management systems Engineering & Materials Science

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Research Output 2017 2020

  • 6 Article in proceeding
  • 5 Journal article

Supervised imitation learning of finite set model predictive control systems for power electronics

Novak, M. & Dragicevic, T., 29 Jan 2020, In : I E E E Transactions on Industrial Electronics. 7 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Predictive control systems
Supervised learning
Model predictive control
Power electronics
Controllers
8 Citations (Scopus)
402 Downloads (Pure)

Analytical Design and Performance Validation of Finite Set MPC Regulated Power Converters

Novak, M., Nyman, U. M., Dragicevic, T. & Blaabjerg, F., Mar 2019, In : I E E E Transactions on Industrial Electronics. 66, 3, p. 2004 - 2014 11 p., 8368064.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Power converters
Model checking
Model predictive control
Power electronics
Degradation
48 Downloads (Pure)

FS-MPC Algorithm for Optimized Operation of a Hybrid Active Neutral Point Clamped Converter

Novak, M., Ferreira, V., Andresen, M., Dragicevic, T., Blaabjerg, F. & Liserre, M., Sep 2019, Proceedings of 2019 IEEE Energy Conversion Congress and Exposition (ECCE). IEEE Press, p. 1447-1453 7 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Power electronics
Topology
Model predictive control
Switches
Temperature

Model Validation of Power Electronics-based Networked Micro-grids by Prony Analysis

Naderi, M., Khayat, Y., Heydari, R., Novak, M., Shafiee, Q., Dragicevic, T., Bevrani, H. & Blaabjerg, F., Sep 2019, Proceedings of the 2019 21st European Conference on Power Electronics and Applications (EPE '19 ECCE Europe). Italy: IEEE Press, 9 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Power electronics
Natural frequencies
MATLAB
Controllers
23 Downloads (Pure)

Statistical Model Checking for Finite-Set Model Predictive Control Converters: A Tutorial on Modeling and Performance Verification

Novak, M., Nyman, U., Dragicevic, T. & Blaabjerg, F., Sep 2019, In : I E E E Industrial Electronics Magazine. 13, 3, p. 6-15 10 p., 8845791.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Model predictive control
Model checking
Power electronics
Aviation
Sensor networks

Prizes

2019 EPE Outstanding Young EPE Member Award

Mateja Novak (Recipient), 3 Sep 2019

Prize: Conference prizes

Power electronics