SYSTEMS AND METHODS FOR CONTROLLING AN INDUSTRIAL ASSET OF AN ASSET FAMILY

Systems and methods are provided for the control of an industrial asset, such as a power generating asset, of an asset family. Accordingly, a plurality of frequency-parameter pairings corresponding to at least one power spectral density of the industrial asset are determined. A deviation score for e...

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Bibliographische Detailangaben
Hauptverfasser:	Harpale, Abhay, Agarwal, Pranav, Barton, Justin Edwin
Format:	Patent
Sprache:	eng
Schlagworte:	BLASTING HEATING LIGHTING MACHINES OR ENGINES FOR LIQUIDS MEASURING MECHANICAL ENGINEERING OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR PHYSICS PRODUCING MECHANICAL POWER TESTING TESTING STATIC OR DYNAMIC BALANCE OF MACHINES ORSTRUCTURES TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR WEAPONS WIND MOTORS WIND, SPRING WEIGHT AND MISCELLANEOUS MOTORS
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Beschreibung
Zusammenfassung:	Systems and methods are provided for the control of an industrial asset, such as a power generating asset, of an asset family. Accordingly, a plurality of frequency-parameter pairings corresponding to at least one power spectral density of the industrial asset are determined. A deviation score for each of the plurality of frequency-parameter pairings is then determined. Based, at least in part, on the deviation score, a multi-variate anomaly score is determined. Additionally, a fault probability for the industrial asset is determined based, at least in part, on the multi-variate anomaly score. A control action is then implemented based on the fault probability exceeding a fault threshold.