Intelligent manufacturing and advanced scheduling decision-making auxiliary information management system

An intelligent manufacturing and advanced scheduling decision-making auxiliary information management system comprises a prediction maintenance database, a prediction maintenance system and an enterprise resource planning system. The prediction maintenance database stores the maintenance data and th...

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Hauptverfasser: SHE RIXIN, ZHANG YUANREN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:An intelligent manufacturing and advanced scheduling decision-making auxiliary information management system comprises a prediction maintenance database, a prediction maintenance system and an enterprise resource planning system. The prediction maintenance database stores the maintenance data and the maintenance prediction information. The prediction maintenance system captures an operation signal group of a machine tool, performs feature extraction to output an extracted feature group, performs machine learning calculation according to the extracted feature group to output a prediction model, and predicts the health condition of the machine according to the prediction model and the extracted feature group, and outputs the maintenance prediction information to the prediction maintenance database according to the machine health condition and the maintenance data. The enterprise resource planning system performs production scheduling according to the maintenance prediction information. Therefore, the intelligen