Personlig profil
Forskningsprofil
Shuai Zhao (M'19-SM'24) received the B.S., M.S., Ph.D. degrees in electronic and information engineering from Northwestern Polytechnical University, Xi'an, China, in 2011, 2014, 2018, respectively. He was a Visiting Researcher with the University of Toronto, Canada, from 2014 to 2016, and with the University of Texas-Dallas, USA, in 2018. From 2018 to 2022, he was a Postdoc with AAU Energy, Aalborg University, Denmark, where he is currently an Assistant Professor.
He has been focusing on artificial intelligence and system informatics in power electronics, particularly in physics-informed machine learning, digital twin, condition & health monitoring, and reliability engineering. He has published more than 80 technical papers, with his paper on AI applications in power electronics being highly cited with over 80,000 downloads. He received the AAAI/IAAI Deployed application award in 2026, Top Paper Award of IEEE Power Electronics Magazine in 2025, and the Second Place Prize Paper Award of IEEE Transactions on Power Electronics in 2024. Dr. Zhao currently serves as an Associate Editor of IEEE Journal of Emerging and Selected Topics in Power Electronics, IEEE Transactions on Industry Applications, and IEEE Transactions on Vehicle Technology. He was a Guest Editor for IEEE Journal of Emerging and Selected Topics in Industrial Electronics. He leads multiple research projects including the Villum Experiment grant and European Horizon Marie Skłodowska-Curie Actions project on physics-informed AI applications in power electronics. Dr. Zhao has delivered more than 20 invited tutorials and seminars at IEEE conferences/workshops and universities worldwide.
Undervisningsprofil
- Ph.D. course “Artificial intelligence and advanced data analytics in power electronics”, 3 ECTS, since 2022.
- Ph.D. course “Reliability in power electronics systems”, 4 ECTS, since 2020.
- Master course "Machine learning and condition monitoring", since 2024.
- Master course "AI for Energy Systems", since 2025.
Uddannelse (Akademiske kvalifikationer)
Ph.D., Northwestern Polytechnical University Xian
Dimissionsdato: 1 dec. 2018
Eksterne ansættelser
Associate Editor of IEEE Transactions on Vehicular Technology (TVT), IEEE Transactions on Industry Applications (TIA), and IEEE Journal of Emerging and Selected Topics in Power Electronics (JESTPE).
Emneord
- Elektronik
- Kommunikation og Informatik
- Datalogi
Ekspertise relateret til FN’s Verdensmål
I 2015 blev FN's medlemslande enige om 17 Verdensmål til at bekæmpe fattigdom, beskytte planeten og sikre velstand for alle. Denne persons arbejde bidrager til følgende verdensmål:
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Verdensmål 7 Bæredygtig energi
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Verdensmål 9 Industri, innovation og infrastruktur
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Verdensmål 13 Klimaindsats
Fingerprint
- 1 Lignende profiler
Samarbejde i de sidste fem år
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Machine Learning Improved Sensorless Control for PMSM Drives
Cai, R. (PI (principal investigator)), Lu, K. (Supervisor) & Zhao, S. (Supervisor)
15/03/2025 → 14/05/2027
Projekter: Projekt › Ph.d.-projekt
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Phy-caliper: Discovering Unknown Physics for Calibrating Predictive Maintenance in Power Electronics
Zhao, S. (PI (principal investigator)), Monopoli, T. (Projektdeltager) & Frøstrup, S. (Projektkoordinator)
01/01/2025 → 31/12/2026
Projekter: Projekt › Forskning
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TEAMING: e‐powerTrain prEdictive mAintenance using physics inforMed learnING
Zhao, S. (PI (principal investigator)), Wang, H. (Projektdeltager), Blaabjerg, F. (Projektdeltager), Bahman, A. S. (CoPI), Sangwongwanich, A. (Projektdeltager) & Frøstrup, S. (Projektkoordinator)
01/01/2024 → 31/12/2027
Projekter: Projekt › Forskning
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AI-Power: Artificial Intelligence for Next-Generation Power Electronics
Blaabjerg, F. (PI (principal investigator)), Wang, H. (CoPI), Sahoo, S. (Projektdeltager), Zhao, S. (Projektdeltager), Zhang, Y. (Projektdeltager), Novak, M. (Projektdeltager) & Frøstrup, S. (Projektkoordinator)
01/09/2022 → 31/08/2027
Projekter: Projekt › Forskning
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ALL2GaN: Affordable smart GaN IC solutions as enabler of greener applications
Bahman, A. S. (PI (principal investigator)), Zhou, D. (PI (principal investigator)), Iannuzzo, F. (PI (principal investigator)), Novak, M. (Projektdeltager), Sangwongwanich, A. (Projektdeltager), Zhao, S. (Projektdeltager), Zhang, K. (Projektdeltager), Du, S. (Projektdeltager), Steffensen, B. (Projektkoordinator) & Frøstrup, S. (Projektkoordinator)
Horizon - Chips Joint Undertaking
01/05/2023 → 30/04/2026
Projekter: Projekt › Forskning
Publikationer
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An overview of artificial intelligence applications for power electronics
Zhao, S., Blaabjerg, F. & Wang, H., apr. 2021, I: IEEE Transactions on Power Electronics . 36, 4, s. 4633-4658 26 s., 9200511.Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review
Åben adgangFil850 !!Link opens in a new tab Citationer (Scopus)8736 Downloads (Pure) -
Advances in Reliability and Artificial Intelligence for Power Electronic Systems
Blaabjerg, F., Zhang, K., Song, Y., Zhang, Y., Yao, B., Novak, M., Zhao, S., Sahoo, S., Sangwongwanich, A. & Wang, H., mar. 2026, (E-pub ahead of print) I: IEEE Transactions on Power Electronics . 22 s., 11448102.Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review
Åben adgangFil25 Downloads (Pure) -
Application-Oriented Power Semiconductor Switches Condition Monitoring Based on Data-Driven Method
Liu, Y., Wei, X., Zhao, S., Sangwongwanich, A., Yao, B., Peng, Y., Liu, J. & Wang, H., 1 jul. 2026, I: IEEE Transactions on Power Electronics . 41, 7, s. 11322-11336 15 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil8 Downloads (Pure) -
Differentiable Predictive Control for Power Electronic Systems
Li, Y., Zhao, S., Novak, M., Liu, Y., Wang, H. & Blaabjerg, F., 2026, I: IEEE Transactions on Power Electronics . 41, 1, s. 7-12 6 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
3 !!Link opens in a new tab Citationer (Scopus) -
Discharge Profile-based Converter-Level Health Monitoring for Power Semiconductor Module in Traction Inverter Application
Wei, X., Wang, Z., Yao, B., Zhao, S., Peng, Y. & Wang, H., 9 apr. 2026, (E-pub ahead of print) I: IEEE Transactions on Power Electronics . PP, 99, s. 1-20 20 s., 11478087.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Priser
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2024 IEEE Transactions on Power Electronics (TPEL) Second Place Prize Paper Award
Zhang, Y. (Modtager), Evgrafov, A. (Modtager), Zhao, S. (Modtager), Kalker, S. (Modtager) & Doncker, R. W. D. (Modtager), 22 sep. 2025
Pris: Forsknings- uddannelses og innovationspriser
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Top article of 2021 in IEEE Power Electronics Magazine
Zhao, S. (Modtager) & Wang, H. (Modtager), mar. 2025
Pris: Forsknings- uddannelses og innovationspriser
Aktiviteter
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Invited talk: Scientific Machine Learning for Energy Systems in Green Transition
Zhao, S. (Foredragsholder)
apr. 2025Aktivitet: Foredrag og mundtlige bidrag › Foredrag og præsentationer i privat eller offentlig virksomhed
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Invited talk: Artificial intelligence-assisted Predictive Maintenance for Power Electronics
Zhao, S. (Deltager)
2025Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i konference
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Tutorial: Artificial Intelligence-assisted Applications in Power Electronics
Wang, H. (Foredragsholder), Zhang, Y. (Foredragsholder) & Zhao, S. (Foredragsholder)
17 maj 2024Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
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IEEE PELS Webinar: Synergizing Knowledge and Data for AI-assisted Condition and Health Monitoring in Power Electronics
Zhao, S. (Foredragsholder)
6 mar. 2024Aktivitet: Foredrag og mundtlige bidrag › Konferenceoplæg
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IEEE Transactions on Vehicular Technology (Tidsskrift)
Zhao, S. (Redaktør)
sep. 2023Aktivitet: Redaktionelt arbejde og fagfællebedømmelse › Redaktør af tidsskrift › Forskning