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Directory Results for Partial Discharge Pattern Recognition of Gas-Insulated Switchgear via a Light-Scale Convolutional Neural Network. Partial discharge (PD) is one of the major expressions of gas-insulated switchgear (GIS) insulation defects. Because PD will accele to Partial Discharge Test 3 September 2014 on reverse side