Tian-Xiao Zhang

Physics-Informed Anomaly Detection and Fault Localization for Wind Turbines Using Multi-Strategy DASVDD and Bidirectionally Adjusted Reconstruction Error

Anomaly detection and fault localization are essential for the safe and economic operation of wind turbines and the mitigation of unplanned outages. A novel physics-informed anomaly detection and fault localization method is developed to address high false alarm rates and insufficient localization accuracy in small-sam...