Model-Based Fault Diagnosis and Fault-Tolerant Control: An Approach for Automotive Electric Machines
暫譯: 基於模型的故障診斷與容錯控制：汽車電機的解決方案
Salah, Alia
- 出版商: Springer Vieweg
- 出版日期: 2025-11-09
- 售價: $5,290
- 貴賓價: 9.8 折 $5,184
- 語言: 英文
- 頁數: 138
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3658501073
- ISBN-13: 9783658501075
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
Alia Salah 介紹了一種多功能的基於模型的方法，用於汽車電機的故障檢測和識別。這種方法整合了當前的車輛診斷，以便在元件故障之前及早檢測故障。它利用數位雙胞胎和參數估計，結合機器學習分類，來識別故障類型和位置。此外，它還結合了模型參考自適應控制，以實現容錯控制，幫助維持性能並確保安全的駕駛體驗。
作者簡介
Alia Salah holds a doctoral degree in Automotive Mechatronics Engineering from University of Stuttgart, Germany. She is active in the electro-mobility field, automotive diagnostics and the development of control concepts for automotive electric machines. Her expertise extends to the development of anomaly detection concepts, predictive maintenance, and data science within the automotive domain. She has an extensive history of research publications in these fields.
作者簡介(中文翻譯)
阿莉亞·薩拉赫 擁有德國斯圖加特大學的汽車機電工程博士學位。她活躍於電動交通領域、汽車診斷以及汽車電機控制概念的開發。她的專業知識涵蓋了異常檢測概念的開發、預測性維護以及汽車領域中的數據科學。她在這些領域擁有豐富的研究出版歷史。
