Power station operation and maintenance data real-time monitoring method based on edge calculation

The invention discloses a power station operation and maintenance data real-time monitoring method based on edge calculation, and relates to the technical field of operation and maintenance monitoring, and the method comprises the steps: collecting key operation and maintenance data of power generat...

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Bibliographische Detailangaben
Hauptverfasser: LI FENG, YANG DEZHI, AN SHAOSHUAI, YAN MENG, YANG YANG, WAN YONGGAN, YIN JIE, YAO ZHENGYANG, JIANG XULIANG, GUO XI, CAO KENAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a power station operation and maintenance data real-time monitoring method based on edge calculation, and relates to the technical field of operation and maintenance monitoring, and the method comprises the steps: collecting key operation and maintenance data of power generation equipment through employing an Internet of Things technology, and carrying out the primary processing of the key operation and maintenance data through edge calculation; uploading the key operation and maintenance data subjected to primary processing to a data center and carrying out secondary processing; the data center adopts a random forest algorithm and establishes a prediction model according to the key operation and maintenance data of the power generation equipment subjected to secondary processing; in combination with the output of the real-time monitoring and prediction model, the state of the power generation equipment is monitored in real time, whether abnormity occurs or not is judged, and if abnorm