Substation bad data identification method and system, terminal and storage medium
The invention belongs to the technical field of substation management, and particularly provides a substation bad data identification method and system, a terminal and a storage medium, and the method comprises the steps: obtaining historical operation data and real-time operation data of a substati...
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| creator | ZHANG CHEN WANG HONGXIN ZHAO HONGCHAO SI SHUKAI XIN XIAO ZHANG PENGFENG WANG YIMING WANG TIANYONG FAN YUAN YU HONG XU WANMI LIU LIN ITO LIU JING SONG MINGHUI WANG XUN YANG JINGYU XU LILI SONG YUANJIANG BU CHENCHEN ZHAO WEICHAO TIE JITAO YU YANG GENG LIPING JIANG XIAODONG SHANG TAO TIAN CHUAN WANG ZHAOXUAN QI ZONGYUE LI FEI SHU CHENGLONG ZHU XUNHUA LIU DAPENG SUN YUJIE YAO NING |
| description | The invention belongs to the technical field of substation management, and particularly provides a substation bad data identification method and system, a terminal and a storage medium, and the method comprises the steps: obtaining historical operation data and real-time operation data of a substation; establishing an identification model, and performing deep learning training on the identification model according to historical normal data; inputting the real-time operation data of the transformer substation into the trained identification model, identifying normal data and bad data in the real-time operation data, and classifying and storing the identified normal data and bad data as historical operation data; generating bad data alarm information according to the bad data, and outputting and displaying the bad data alarm information; according to the method, the collected real-time operation data of the transformer substation are input into the pre-trained identification model, the bad data are automaticall |
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establishing an identification model, and performing deep learning training on the identification model according to historical normal data; inputting the real-time operation data of the transformer substation into the trained identification model, identifying normal data and bad data in the real-time operation data, and classifying and storing the identified normal data and bad data as historical operation data; generating bad data alarm information according to the bad data, and outputting and displaying the bad data alarm information; according to the method, the collected real-time operation data of the transformer substation are input into the pre-trained identification model, the bad data are automaticall</abstract><oa>free_for_read</oa></addata></record> |
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| 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 |
| title | Substation bad data identification method and system, terminal and storage medium |
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