Invention Grant
- Patent Title: Ranking fault conditions
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Application No.: US17146714Application Date: 2021-01-12
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Publication No.: US11715338B2Publication Date: 2023-08-01
- Inventor: Dhanunjay Vejalla , David A. Symanow , Ray Siciak
- Applicant: Ford Global Technologies, LLC
- Applicant Address: US MI Dearborn
- Assignee: Ford Global Technologies, LLC
- Current Assignee: Ford Global Technologies, LLC
- Current Assignee Address: US MI Dearborn
- Agency: Bejin Bieneman PLC
- Agent Brandon Hicks
- Main IPC: G07C5/00
- IPC: G07C5/00 ; G07C5/08 ; G01C21/36 ; G06N3/08 ; G06F18/214 ; G06F18/2113 ; G06F18/2415 ; B60W60/00

Abstract:
A plurality of fault conditions are detected on a communication network onboard a vehicle. The detected fault conditions, a fault condition importance, environment conditions, and a vehicle operation mode are input to a neural network that outputs rankings for respective detected fault conditions. The neural network is trained by determining a loss function based on a maximum likelihood principle that determines a probability distribution that ranks the detected fault conditions. The vehicle is operated based on the rankings of the fault conditions.
Public/Granted literature
- US20220222983A1 RANKING FAULT CONDITIONS Public/Granted day:2022-07-14
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