Power transmission line fault detection method and system based on artificial intelligence

Power transmission line fault detection method and system based on artificial intelligence

The invention belongs to the field of power transmission line fault detection, and particularly relates to a power transmission line fault detection method and system based on artificial intelligence, and the method comprises the steps: collecting the real-time operation condition data of a power tr...

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Bibliographische Detailangaben
Hauptverfasser: ZHU ZONGYONG, LI SHENGQIAN, HAN ZHENZHEN, YANG PEIHUI, ZHANG JIANXUN, SHEN WENQI, WEI CHUANZHI, DONG HAISHAN, LI LONGKUN, JIANG ZHIHAO, HAN YUFENG, CHEN QIANG, WANG YANG, ZHANG JINCHANG, LI CHENXU, ZHANG LIN
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
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
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Beschreibung
Zusammenfassung:The invention belongs to the field of power transmission line fault detection, and particularly relates to a power transmission line fault detection method and system based on artificial intelligence, and the method comprises the steps: collecting the real-time operation condition data of a power transmission line, inputting the collected operation condition data into a pre-established power transmission line digital twin model for calculation, and outputting prediction data; inputting the prediction data into a pre-trained machine learning model for calculation, and outputting a prediction operation state corresponding to the power transmission line and an occurrence probability of the prediction operation state; the pre-trained machine learning model can predict the operation state of the power transmission line and the occurrence probability of the operation state. The method can improve the efficiency and precision of fault detection, and assists in improving the reliability and safety of a power system.