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Author

Chang-Song Zheng

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Conference Sep 2026

Trend-aware attention LSTM model for remaining useful life prediction of IGBT

Insulated Gate Bipolar Transistors (IGBTs) are critical components in power conversion systems, and their aging condition has a direct influence on the operational safety and reliability of electric vehicles, railway traction equipment, renewable energy converters, and industrial drives. To enhance remaining useful lif...

Bao-Shan Peng, Chang-Song Zheng, Cen-Bo Xiong et al. · 0 citations
Conference Sep 2026

Electric transmission fault localization based on PSO-MVMD and weighted Gaussian membership model

Electric transmission is a key component in the powertrain of heavy vehicles. Due to its highly compact component layout and complex operational environment, fault features in vibration signals are easily overwhelmed by noise. To address this issue, this paper proposes a fault localization method that combines modal de...

Shu-Feng Lin, Chang-Song Zheng, Cen-Bo Xiong et al. · 0 citations

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