Chao-Xuan Qiu

Lightweight Semi-supervised Domain Adaptation for Bearing Fault Diagnosis on Edge Devices

Rolling bearings serve as critical components in rotating machinery, but practical fault diagnosis is affected by operating-condition changes, limited fault samples, and the restricted computing resources of edge devices. This paper proposes LiteDANN, a lightweight semi-supervised domain-adaptation framework for cross-...