A Digital Twin-Based Condition Monitoring Method for a Three- Phase Inverter

Konferenz: PCIM Conference 2025 - International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management
06.05.2025 - 08.05.2025 in Nürnberg, Germany

doi:10.30420/566541280

Tagungsband: PCIM Conference 2025

Seiten: Sprache: EnglischTyp: PDF

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Autoren:
Kong, Jie; Zhou, Dao; Li, Sijia; Wei, Xing; Wang, Huai

Inhalt:
Digital twin technology has gained significant attention for its potential to enhance the design, operation, and maintenance of complex physical systems. In the context of power electronics, digital twins offer a promising approach for simulating and analyzing the behavior of power electronic converters used in various applications. This paper focuses on developing accurate digital twin models of three-phase inverters for parameter identification in operation stage. The digital twin model can closely replicate the behavior of the physical inverter under different operating conditions, and the estimated health-related parameter is meaningful in predictive maintenance. The effectiveness of this method has been verified through experimental results, which highlight the application prospectives of precise parameter estimation using digital twin methods for improving the reliability of power electronic converters.