Neural Fault Observer-Based On-Board Prognostics for Automotive Electric Power Steering Systems

Electric power steering (EPS) systems form a fundamental unit in modern automotive vehicles, providing motor assistance to aid the driver’s manual maneuvering. Preventing loss of assist (LoA) in advance is critical for EPS systems to mitigate fatal accidents and reduce maintenance costs....

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Gyuwon Kim, Jongick Won, Sangjin Ko, Jinhwan Lee
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Deep learning electric power steering (EPS) fault observer prognostics software-defined vehicle (SDV)
Online Access:	https://ieeexplore.ieee.org/document/10908410/