AWA patterns from PD pulse amplitude, width, and area enable CNNs to classify single and mixed partial discharge sources under switching voltage with over 96% test accuracy.
IEC-TS-60034-27-5-2021, Rotating electrical machine- Part 27-5: Offline measurement of partial discharge inception voltage on winding insulation under repetitive impulse voltage
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Classification of Single and Mixed Partial Discharges under Switching Voltage Using an AWA-CNN Framework
AWA patterns from PD pulse amplitude, width, and area enable CNNs to classify single and mixed partial discharge sources under switching voltage with over 96% test accuracy.