Partial discharge data expansion method and device, equipment and medium

• Main Authors: BI JIAN, LIU LIMING, LIU ZHIQIANG, ZHU MINJIE, ZHU YUANHAO, WANG YI, LUO HONGFEI, LUO ZHANG, HE JIAJUN, LIAO YANGJI, JIANG XUHUI, ZHAO MINGQI, XIONG YANG, ZHOU YAO, ZHANG CHENGWAN, XU JINYIN, TAN CONG, YI HUAN, ZHANG HAILONG, ZOU PENG, WANG RUIQIONG, CHEN QUANFENG, HUANG JU, ZHOU MENGXUE
• Format: Patent
• Language: Chinese; English
• Published: 24.05.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; MEASURING; MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES; PHYSICS; TESTING

The invention relates to the technical field of partial discharge, and provides a partial discharge data expansion method and device, equipment and a medium, and the method comprises the steps: obtaining a time domain waveform signal with partial discharge data; according to the sliding window and the pulse threshold, extracting a real partial discharge pulse signal from the time domain waveform signal; transmitting the noise to a generator to obtain a generated partial discharge pulse signal; transmitting the real partial discharge pulse signal and the generated partial discharge pulse signal to a discriminator to obtain a discrimination result of the real data and a discrimination result of the generated data; transmitting the real partial discharge pulse signal and the generated partial discharge pulse signal to a reward model to obtain a reward result; performing adversarial training on the generator and the discriminator according to the discrimination result of the real data, the discrimination result o