一种基于自适应滑动窗口的WRSM驱动系统逆变器开路故障在线数据驱动诊断方法

This article presents a novel data-driven real-time open-circuit fault diagnosis strategy for three-phase inverters, integrating the adaptive sliding window (ASWIN) method with machine learning algorithms, enabling 22 state classifications. In addition to stationary single faults, the proposed approach further targets two fault modes that have received less emphasis in the existing literature: non...