Industrial equipment fault management method, device and equipment based on knowledge graph

The invention discloses an industrial equipment fault management method, device and equipment based on a knowledge graph. The method comprises the following steps: acquiring equipment data; based on a knowledge extraction strategy, obtaining equipment operation and maintenance entity related informa...

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Bibliographische Detailangaben
Hauptverfasser: GAO XUAN, SHEN HANG, DANG CHENGBIN, XUE YINGYI, PANG GUANSHI, CHEN CHAO, LIN SHIMEI, SEO SUNG-TAEK
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an industrial equipment fault management method, device and equipment based on a knowledge graph. The method comprises the following steps: acquiring equipment data; based on a knowledge extraction strategy, obtaining equipment operation and maintenance entity related information from the equipment data, and based on a disambiguation strategy, performing disambiguation processing on first target equipment operation and maintenance entity related information corresponding to semi-structured and non-structured data in the equipment data to obtain disambiguated entity information, the entity information comprises entities, entity attributes and relationships among the entities; performing similar entity information aggregation on the entity information in the structured data and the disambiguated entity information to obtain a knowledge network; based on a fusion strategy, fusing the historical knowledge base and the knowledge network to obtain a knowledge graph; and if the fault data of