most citedFault diagnosis for open-circuit faults in NPC inverter based on knowledge-driven and data-driven approaches

82 citations · 200 across the 4 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2022★ 32 cited

Data-driven design of fault diagnosis for three-phase PWM rectifier using random forests technique with transient synthetic features

Lei Kou, Chuang Liu, Guo-wei Cai +2

A three-phase pulse-width modulation (PWM) rectifier can usually maintain operation when open-circuit faults occur in insulated-gate bipolar transistors (IGBTs), which will lead th…

eess.SP2022★ 47 cited

Fault Diagnosis for Power Electronics Converters based on Deep Feedforward Network and Wavelet Compression

Lei Kou, Chuang Liu, Guowei Cai +1

A fault diagnosis method for power electronics converters based on deep feedforward network and wavelet compression is proposed in this paper. The transient historical data after w…