Equipment health degree monitoring method and device, computer equipment and readable storage medium

The invention provides an equipment health degree monitoring method and device, computer equipment and a computer-readable storage medium. The method includes: obtaining production action informationand yield monitoring data of to-be-monitored equipment in preset duration; and processing the product...

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Bibliographische Detailangaben
Hauptverfasser: YANG ZONGYU, TIAN WENJING, HUANG ZHAOXIAN, ZHUANG YAN, TAN YI, CHEN RUI, WANG YOUGAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides an equipment health degree monitoring method and device, computer equipment and a computer-readable storage medium. The method includes: obtaining production action informationand yield monitoring data of to-be-monitored equipment in preset duration; and processing the production action information and the yield monitoring data through a pre-trained health monitoring model,and obtaining a health degree curve of the to-be-monitored equipment in the preset duration. According to the method, the health monitoring model can be quickly obtained by training simply through accumulating enough data without the need for excessive parameter adjustment, an automation degree of a detection process is high, a large amount of time and labor costs are saved, health degrees can beaccurately quantified, and thus most appropriate maintenance time can be selected. 本发明提供种设备健康度监控方法、装置、计算机设备及计算机可读存储介质,该方法包括:获取待监测设备在预设时长内的生产动作信息及产量监测数据;通过预先训练的健康监测模型对所述生产动作信息及所述产量监测数据进行处理,获得所述待监测设备在所述预设时长内的健康度曲线。本发明不需要过多的调参,只要