Method and system for automatically detecting abnormity of multiple devices in cooperative work

The invention discloses a cooperative work multi-device abnormity automatic detection method and detection system, and relates to the technical field of device abnormity detection. The detection method comprises the following steps: determining a to-be-detected index of to-be-detected equipment; mat...

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Bibliographische Detailangaben
Hauptverfasser: TENG MENGXIANG, ZHANG ZENGWEI, LI ZHENGLIANG, TANG LIANJIE, LIN KAI, YU DONG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a cooperative work multi-device abnormity automatic detection method and detection system, and relates to the technical field of device abnormity detection. The detection method comprises the following steps: determining a to-be-detected index of to-be-detected equipment; matching each to-be-detected index of each device with an intelligent agent; designing a deep reinforcement learning model for the agent and collecting agent data to train the deep reinforcement learning model; designing a communication protocol of the intelligent agents, and determining an information exchange mode between the intelligent agents; and deploying the intelligent agent on to-be-detected equipment, performing equipment anomaly detection, and controlling the running state of the equipment. According to the scheme, the intelligent agent can automatically learn and adjust the behavior of the intelligent agent according to the state of the intelligent agent and the environment change, so that dynamic detectio