Invention Grant
- Patent Title: Vehicle prognostics and remedial response
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Application No.: US15946548Application Date: 2018-04-05
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Publication No.: US10553046B2Publication Date: 2020-02-04
- Inventor: Esther Thron , Wallace P. Montgomery , Ravi P. Nudurumati
- Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
- Applicant Address: US MI Detroit
- Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
- Current Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
- Current Assignee Address: US MI Detroit
- Agency: Reising Ethington P.C.
- Main IPC: G01M17/00
- IPC: G01M17/00 ; G07C5/08 ; G07C5/00 ; G06F15/00

Abstract:
A system and method of method of carrying out a remedial action in response to a vehicle prognosis, the method including: receiving vehicle feature data from a vehicle; extracting a plurality of feature combination data from the vehicle feature data, wherein each of the feature combination data pertains to a feature combination, wherein each of the feature combinations includes two or more vehicle features; for each extracted feature combination data, then: (i) evaluating the extracted feature combination data using an anomaly detection function based on a multivariate distribution mixture model; and (ii) obtaining an anomaly detection score for each extracted feature combination based on the evaluating step; determining a vehicle subsystem that comprises a portion of vehicle electronics installed on the vehicle and that is likely experiencing a problem or unusual behavior based on the anomaly detection scores; and carrying out a remedial action in response to the determining step.
Public/Granted literature
- US20190311556A1 VEHICLE PROGNOSTICS AND REMEDIAL RESPONSE Public/Granted day:2019-10-10
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