Author

Xiao-Hui Zhang

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Open access Jun 2026

Edge-IoT Signal Acquisition and Incremental Learning-Enabled Real-Time Fault Diagnosis for Railway Traction Gearboxes

A real-time fault diagnosis framework based on Edge-IoT that combines high-precision onboard signal acquisition, resource-efficient incremental learning, and joint optimization of edge and cloud systems for intelligent maintenance of railway drive systems is proposed.

Shi-Qing Wang, Li Wang, Xiao-Hui Zhang · Journal of Computers · 0 citations