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Author

Shu-Feng Lin

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Oct 2026

PSO-MAC-Based Optimization of Vibration Sensor Placement for Heavy Vehicle Electromechanical Transmission

In prognostics and health management (PHM) research for heavy vehicle electromechanical transmission (EMT), vibration signal dataset construction faces challenges of poor acquisition quality and low signal-to-noise ratio, leading to difficulties in fault feature extraction and unsatisfactory diagnosis performance. This...

Shu-Feng Lin, 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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