CO-OPERATIVE ON-BOARD AND OFF-BOARD COMPONENT AND SYSTEM DIAGNOSIS AND PROGNOSIS

Patent №

US 8,560,165

Granted

2013-10-15

Filed 2012

Owner

GM GLOBAL TECHNOLOGY OPERATIONS LLC

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13351473

A cooperative diagnostic and prognosis system for generating a prognosis of at least one component in a vehicle. An in-vehicle diagnostic unit determines a diagnostic signature of the component each time an occurrence of a condition is triggered and transmits the diagnostic signature to an off-board diagnostic unit. The off-vehicle diagnostic unit determines a SOH of the component and a rate-of-change in the SOH of the component. The off-vehicle diagnostic unit determines whether the rate-of-change in the SOH is greater than a threshold. The off-vehicle diagnostic unit requests additional information from the vehicle in response to the rate-of-change in the SOH being greater than the threshold. The additional information relating to operating parameter data associated with the component. The off-vehicle diagnostic unit receives the requested information and predicts a time-to-failure of the component.

AI classification

Planning0.99
Knowledge representation0.18
AI hardware0.12
Evolutionary computation0.11
Vision0.04
Machine learning0.01
Natural language0.00
Speech0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS LLC

assignment · 275410251

From the same owner

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