Method and device for determining abnormity of mining vibration screening machine and electronic equipment

The invention provides a method and a device for determining abnormity of a mining vibration screening machine and electronic equipment. In the method, firstly, a plurality of historical working condition signals of the mining vibration screening machine are obtained, and the historical working cond...

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Bibliographische Detailangaben
Hauptverfasser: ZHANG SHIQIANG, ZHU ZIQI, LUO WEN, LIU QINJU, YAN JIANHUA, MA YUDUO
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a method and a device for determining abnormity of a mining vibration screening machine and electronic equipment. In the method, firstly, a plurality of historical working condition signals of the mining vibration screening machine are obtained, and the historical working condition signals comprise historical normal signals and historical abnormal signals; then, preprocessing the plurality of historical working condition signals to obtain a training data set; then, according to the training data set, training a pre-constructed neural network model to obtain a sieve shaker anomaly detection model; and finally, acquiring a current working condition signal, and determining whether the mining sieve shaker corresponding to the current working condition signal is abnormal or not by adopting the sieve shaker abnormality detection model. According to the method, the vibration screening machine anomaly detection model is obtained, the working condition signal of the retaining wall is detected th