Power sensing equipment fault prediction method and device, electronic equipment and storage medium

• Main Authors: JIANG YI'AO, HU JIAYUAN, ZHENG TENGFEI, FU JIAHAO, LIU XIAOQIAN, WANG ZIJING, ZENG CONG, XU CHEN, GUO JIA, LANG SHAOXIAN, GONG ZHENGWEI, WANG YECHEN
• Format: Patent
• Language: Chinese; English
• Published: 10.10.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses a power sensing equipment fault prediction method and device, electronic equipment and a storage medium, and relates to the technical field of power equipment detection, and the method comprises the steps: obtaining a 5G network data sequence and an operation data sequence of N time frames corresponding to each power sensing equipment in a target region; determining a fault score of each power sensing device in each time frame based on the 5G network data sequence and the operation data sequence; determining a first fault score matrix corresponding to each power sensing device according to the fault score; determining a second fault score matrix of each power sensing device in the future T time frames based on the first fault score matrix; and performing fault prediction on each power sensing device based on the second fault scoring matrix to obtain a fault prediction result. The 5G network data and the operation data are combined to carry out fault prediction on the power sensing equi