Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart: An Approach for Automotive Electric Machines

Salah, Alia

Alia Salah introduces a multi-functional, model-based method for fault detection and identification in automotive electric machines. This approach integrates current vehicle diagnostics to detect faults early, before component failure. It utilizes digital twins and parameter estimation, alongside machine learning classification, to identify fault type and location. Moreover, it incorporates model reference adaptive control for fault-tolerant control, helping to maintain performance and ensure a safe driving experience.

Details

Published by: Springer Vieweg

Publication Date: 2025-11-09

Format: Paperback

ISBN-13: 9783658501075

DOI: 10.1007/978-3-658-50108-2

Dimensions: 210cm x148cm

Pages: 138