DATA PROCESSING FOR COMPONENT FAILURE DETERMINATION

DATA PROCESSING FOR COMPONENT FAILURE DETERMINATION

A component analysis platform may communicate with one or more devices to obtain prediction data relating to a type of component. The component analysis platform may process the prediction data to determine a set of predictors for failure of an instance of the component, and may generate a model for...

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Bibliographische Detailangaben
Hauptverfasser: GHOSH, Bhaskar, SEKHAR, Mohan, JAGANNATHAN, Purnima, NAGARAJAN, Rajesh, VENKATESWARAN, Balaji, MANJUNATH, Roopalaxmi, KOUSHIK, Vijayaraghavan, PRASAD, Rajendra T
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Zusammenfassung:A component analysis platform may communicate with one or more devices to obtain prediction data relating to a type of component. The component analysis platform may process the prediction data to determine a set of predictors for failure of an instance of the component, and may generate a model for failure of the instance of the component based on the set of predictors. The component analysis platform may monitor the instance of the component to obtain component data relating to the instance of the component. The component analysis platform may determine, using the model and based on the component data relating to the instance of the component, a predicted failure for the instance of the component. The component analysis platform may perform a response action related to the predicted failure. 2 a F A) C0 :U) oU 0)q D>0 U) a) LL CNO§ z ECL U- 0E ) 0 U, 0 a) 0 M E CN U) t:CN a) CL U) -0 Tl4-