Method and apparatus for equipment anomaly detection

A method and an apparatus for equipment anomaly detection are provided. In the method, signals of the equipment during normal operation are retrieved in advance by using a data acquisition device and are used to train a machine learning model stored in a storage device. A real-time signal of the equ...

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Bibliographische Detailangaben
Hauptverfasser:	LUO, ANUN, CHANG, PO-HAN, DAI, MING-JI, LIN, YI-JEN, CHOU, PO-HUAN, KAO, TIEN-I
Format:	Patent
Sprache:	chi ; eng
Schlagworte:	BASIC ELECTRONIC CIRCUITRY CALCULATING CODE CONVERSION IN GENERAL CODING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DECODING ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY PHYSICS
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Beschreibung
Zusammenfassung:	A method and an apparatus for equipment anomaly detection are provided. In the method, signals of the equipment during normal operation are retrieved in advance by using a data acquisition device and are used to train a machine learning model stored in a storage device. A real-time signal of the equipment during a current operation is retrieved by using the data acquisition device. The retrieved real-time signal is inputted to the trained machine learning model to output a detection result indicating a current operation state of the equipment.