Automated model configuration and deployment system for equipment health monitoring

A method for systematically configuring and deploying an empirical model used for fault detection and equipment health monitoring. The method is driven by a set of data preprocessing and model performance metrics subsystems that when applied to a raw data set, produce an optimal empirical model.

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Bibliographische Detailangaben
Hauptverfasser: XU XIAO, WEGERICH STEPHAN W, PIPKE ROBERT MATTHEW, WOLOSEWICZ ANDRE, HERZOG JAMES P
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A method for systematically configuring and deploying an empirical model used for fault detection and equipment health monitoring. The method is driven by a set of data preprocessing and model performance metrics subsystems that when applied to a raw data set, produce an optimal empirical model.