Research output per year
Research output per year
Personal profile
Research profile
Mateja Novak received the M.Sc. degree in Electrical Engineering and Information Technology from Zagreb University, Croatia, in 2014 and the Ph.D degree in Electrical Engineering from Aalborg University, Denmark, in 2020. She is currently working as a postdoctoral researcher at AAU Energy, Aalborg University, Denmark.
Her research interests include model predictive control, multilevel converters, deep learning, statistical model checking, reliability of power electronic systems and renewable energy systems. Dr. Novak is the recipient of EPE Outstanding Young EPE Member Award for the year 2019 and 2nd price winner of 2021 IEEE-IES Student and Young Professional Competition.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations from the last five years
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Modular Modeling and Statistical Validation for Grid-Connected FS-MPC-Controlled Matrix Converters
Novak, M., Grobelna, I., Nyman, U. M., Szcześniak, P. & Blaabjerg, F., Sept 2023, In: IEEE Transactions on Industrial Electronics. 70, 9, p. 8613 - 8623 11 p., 9896732.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile70 Downloads (Pure) -
A Probabilistic Framework for the Robust Stability and Performance Analysis of Grid-Tied Voltage Source Converters
Gholami-Khesht, H., Davari, P., Novak, M. & Blaabjerg, F., 22 Jul 2022, In: Applied Sciences (Switzerland). 12, 15, 7375.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Citations (Scopus)23 Downloads (Pure) -
Latest Advances of Model Predictive Control in Electrical Drives: Part I: Basic Concepts and Advanced Strategies
Rodriguez, J., Garcia, C., Mora, A., Flores-Bahamonde, F., Acuna, P., Novak, M., Zhang, Y., Tarisciotti, L., Davari, S. A., Zhang, Z., Wang, F., Norambuena, M., Dragicevic, T., Blaabjerg, F., Geyer, T., Kennel, R., Arab Khaburi, D., Abdelrahem, M., Zhang, Z., Mijatovic, N., & 1 others, Apr 2022, In: IEEE Transactions on Power Electronics . 37, 4, p. 3927 - 3942 16 p., 9582764.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile102 Citations (Scopus)69 Downloads (Pure) -
Learning-Based Model Predictive Control of DC-DC Buck Converters in DC Microgrids: A Multi-Agent Deep Reinforcement Learning Approach
Sorouri, H., Oshnoei, A., Novak, M., Blaabjerg, F. & Anvari-Moghaddam, A., Jul 2022, In: Energies. 15, 15, p. 1-21 21 p., 5399.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)97 Downloads (Pure) -
Online Optimization of Zero-Sequence Voltage Injection of PWM Strategy for 3L-NPC converters
Novak, M., Sangwongwanich, A. & Blaabjerg, F., May 2022, Proceedings of the 2022 International Power Electronics Conference (IPEC-Himeji 2022- ECCE Asia). Himeji, Japan: IEEE, p. 2405-2411 7 p. 9807087Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile1 Citation (Scopus)33 Downloads (Pure)
Prizes
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2021 IEEE-IES Student and Young Professional Competition - 2nd prize
Novak, Mateja (Recipient), 2021
Prize: Research, education and innovation prizes
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2019 EPE Outstanding Young EPE Member Award
Novak, Mateja (Recipient), 3 Sept 2019
Prize: Conference prizes
Activities
- 5 Membership of committees, commissions, boards, councils, associations, organisations, or similar
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Industrial Electronics Society (External organisation)
Mateja Novak (Member)
2019 → …Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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IEEE Women in Engineering (External organisation)
Mateja Novak (Member)
2017 → …Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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IEEE (External organisation)
Mateja Novak (Member)
2017 → …Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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IEEE Young Professionals (External organisation)
Mateja Novak (Member)
2017 → …Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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Power Electronics Society (PELS) (External organisation)
Mateja Novak (Member)
2017 → …Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar