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eess.SP2025
Physics-Informed Neural Network for Parameter Identification: a Buck Converter Case Study
Shuyu Ou, Subham Sahoo, Ariya Sangwongwanich +5
System-level condition monitoring methods estimate the electrical parameters of multiple components in a converter to assess their health status. The estimation accuracy and variat…
eess.SP2024★ 1 cited
A Data-Driven Condition Monitoring Method for Capacitor in Modular Multilevel Converter (MMC)
Shuyu Ou, Mahyar Hassanifar, Martin Votava +5
The modular multilevel converter (MMC) is a topology that consists of a high number of capacitors, and degradation of capacitors can lead to converter malfunction, limiting the ove…