Measurement and recognition of Partial Discharge (PD) in power apparatus is considered a protuberant tool for condition monitoring assessing the state dielectric system. During operating conditions, PD may occur either form single multiple patterns nature. Currently, pattern recognition, deep learning approaches are used. To evaluate spatial order less features from large-scale patterns, pre-tr...

This paper proposes a method for detecting and recognizing partial discharges in high-voltage (HV) equipment. The aim is to address issues commonly found traditional systems, including complex operations, high computational demands, significant power consumption, elevated costs. Various types of were investigated an HV laboratory environment. Discharge data collected using high-frequency curren...