IEEE

Spectrogram-Based Fault Detection in Covered Conductors Using ResNet50V2 with SHAP and Grad-CAM Analysis

Abstract: Partial discharges (PDs) in XLPE-covered conductors are critical precursors to insulation failure in medium-voltage networks. Despite advancements in radiometric PD detection using deep ...
IEEE

Deep Learning Based Fault Diagnosis of Rolling Bearing Using Spectrogram and CWT Images of Vibration Data

Abstract: Rolling bearing plays an important role in fault detection of rotating machinery in the era of industrial 4.0. Very recently, machine learning based methods are gaining priority in automatic ...