Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems
暫譯: 基於機器學習的工業工程系統故障診斷

Yang, Rui, Zhong, Maiying

Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems
  • 出版商: CRC
  • 出版日期: 2024-10-08
  • 售價: $2,430
  • 貴賓價: 9.5 折 $2,309
  • 語言: 英文
  • 頁數: 80
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032147261
  • ISBN-13: 9781032147260
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book provides advanced techniques for precision compensation and fault diagnosis of precision motion systems and rotating machinery. Techniques and applications through experiments and case studies for intelligent precision compensation and fault diagnosis are offered along with the introduction of machine learning and deep learning methods.

商品描述(中文翻譯)

本書提供了精密運動系統和旋轉機械的精度補償與故障診斷的進階技術。書中透過實驗和案例研究介紹智能精度補償與故障診斷的技術和應用，並引入機器學習和深度學習方法。

作者簡介

Rui Yang received the B.Eng. degree in Computer Engineering and the Ph.D. degree in Electrical and Computer Engineering from National University of Singapore in 2008 and 2013 respectively. He is currently an Assistant Professor in the School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, China, and an Honorary Lecturer in the Department of Computer Science, University of Liverpool, Liverpool, United Kingdom. His research interests include machine learning based data analysis and applications.

Maiying Zhong received her Ph.D. degree in control theory and control engineering from the Northestern University, China, in 1999. From 2000 to 2001, she was a visiting Scholar at the University of Applied Sciences Lausitz, Germany. From 2002 to July 2008, she was a professor of the School of Control Science and Engineering at Shandong University. From 2006 to 2007, she was a Postdoctoral Researcher Fellow with the Central Queensland University, Australia. From 2009 to 2016, she was a professor of the School of Instrument Science and Opto-Electronics Engineering, Beihang University. In March 2016, she joined Shandong University of Science and Technology, China, where she is currently a professor with the College of Electrical Engineering and Automation. Her research interests are model based fault diagnosis, fault tolerant systems and their applications.

作者簡介(中文翻譯)

Rui Yang於2008年和2013年分別在新加坡國立大學獲得計算機工程學士學位及電氣與計算機工程博士學位。他目前是中國蘇州西安交通大學-利物浦大學高級技術學院的助理教授，以及英國利物浦大學計算機科學系的名譽講師。他的研究興趣包括基於機器學習的數據分析及其應用。

Maiying Zhong於1999年在中國東北大學獲得控制理論與控制工程博士學位。2000年至2001年，她曾在德國勞斯維茨應用科技大學擔任訪問學者。2002年至2008年7月，她是山東大學控制科學與工程學院的教授。2006年至2007年，她在澳大利亞中央昆士蘭大學擔任博士後研究員。2009年至2016年，她是北京航空航天大學儀器科學與光電工程學院的教授。2016年3月，她加入中國山東科技大學，目前是電氣工程與自動化學院的教授。她的研究興趣包括基於模型的故障診斷、容錯系統及其應用。

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