47 citations · 86 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 39 cited
Fault diagnosis for three-phase PWM rectifier based on deep feedforward network with transient synthetic features
Kou Lei, Liu Chuang, Cai Guo-Wei +3
Three-phase PWM rectifiers are adopted extensively in industry because of their excellent properties and potential advantages. However, while the IGBT has an open-circuit fault, 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…