SYSTEM AND METHOD FOR DETECTING PARAMETRIC OUTLIERS IN RELATION TO VEHICLE PULL/DRIFT DATA

A method of identifying parametric outliers associated with vehicle pull/drift compensation may include receiving fleet data from a plurality of vehicles, the fleet data including pull/drift steering data associated with the plurality of vehicles, processing the pull/drift steering data to generate...

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Bibliographische Detailangaben
Hauptverfasser:	Lysenko, Michael George, Omrani, Ala Eddine, Jammoussi, Hassene, Slavin, Daniel, Deshpande, Shreshta Rajakumar
Format:	Patent
Sprache:	eng
Schlagworte:	ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE CHECKING-DEVICES GENERATING RANDOM NUMBERS PHYSICS REGISTERING OR INDICATING THE WORKING OF MACHINES TIME OR ATTENDANCE REGISTERS VOTING OR LOTTERY APPARATUS
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Beschreibung
Zusammenfassung:	A method of identifying parametric outliers associated with vehicle pull/drift compensation may include receiving fleet data from a plurality of vehicles, the fleet data including pull/drift steering data associated with the plurality of vehicles, processing the pull/drift steering data to generate cleaned pull/drift steering data, and employing a machine learning module to define, for each of a plurality of respective different vehicle classifications, an outlier threshold for comparison to the cleaned pull/drift steering data to identify parametric outliers, and to identify the parametric outliers within each vehicle classification based on the comparison.