METHODS AND DEVICES FOR ADAPTIVE AUTONOMOUS POLYNOMIAL INTERPOLATION OF TIME SERIES DATA

METHODS AND DEVICES FOR ADAPTIVE AUTONOMOUS POLYNOMIAL INTERPOLATION OF TIME SERIES DATA

A method (700) of performing maintenance. Data is received from a plurality of physical sensors that measure parameters of parts of the platform, wherein a data point is missing from the data. A plurality of different polynomial interpolation values is calculated for the missing data point using a p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: BOGGIO, John M
Format: Patent
Sprache:eng ; fre ; ger
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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Beschreibung
Zusammenfassung:A method (700) of performing maintenance. Data is received from a plurality of physical sensors that measure parameters of parts of the platform, wherein a data point is missing from the data. A plurality of different polynomial interpolation values is calculated for the missing data point using a plurality of different polynomial interpolation formulas. A relative strength for each of the plurality of different polynomial interpolation values is calculated, wherein relative strengths are determined. A best polynomial interpolation value is selected based on a highest strength of the relative strengths. The best polynomial interpolation value is substituted for the data point that is missing from the data, wherein filled data is created. A status of the parts is determined based on the filled data, wherein an analysis is formed. Responsive to the analysis indicating that maintenance is due for a part in the parts, causing maintenance to be performed.