Process Monitoring, Fault Diagnosis, and Tolerant Control for Complex Industrial Systems: A Festschrift in Honor of Professor Steven X. Ding on the Oc
暫譯: 複雜工業系統的過程監控、故障診斷與容錯控制:致敬於史蒂芬·X·丁教授的紀念文集

Luo, Hao, Chen, Zhiwen, Li, Linlin

  • 出版商: Springer
  • 出版日期: 2025-12-28
  • 售價: $2,670
  • 貴賓價: 9.5$2,537
  • 語言: 英文
  • 頁數: 740
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819690323
  • ISBN-13: 9789819690329
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This open access book details fault diagnosis, prognosis, and tolerant control for complex industrial systems. It is also dedicated to Professor Steven X. Ding for his retirement. This book proposes data-driven quality-related fault diagnosis schemes based on space projection for linear/nonlinear systems. It also introduces credible and efficient fault prognosis techniques for complex industrial systems. It combines fault detection and re-configuration toward the design of fault-tolerant control methods. It will be a useful reference for students and researchers working on fault diagnosis.

商品描述(中文翻譯)

這本開放存取的書籍詳細介紹了複雜工業系統的故障診斷、預測和容錯控制。此書也獻給史蒂文·X·丁教授以慶祝他的退休。這本書提出了基於空間投影的數據驅動品質相關故障診斷方案,適用於線性/非線性系統。它還介紹了針對複雜工業系統的可靠且高效的故障預測技術。此書結合了故障檢測和重新配置,以設計容錯控制方法。對於從事故障診斷的學生和研究人員來說,這將是一本有用的參考資料。

作者簡介

Prof. Hao Luo received the B.E. degree in electrical engineering from Xi'an Jiaotong University, Xi'an, China, in 2007, and the M.Sc. and Ph.D. degrees in electrical engineering and information technology from the University of Duisburg-Essen, Duisburg, Germany, in 2012 and 2016, respectively. He is currently Professor with the School of Astronautics, Harbin Institute of Technology, Harbin, China. His research interests include model-based and data-driven fault diagnosis, fault-tolerant systems, and their plug-and-play application on industrial systems. Prof. Zhiwen Chen received the B.E. degree in electronic information science and technology and the M.Sc. degree in electronic information and technology from Central South University, Changsha, China, in 2008 and 2012, respectively, and the Ph.D. degree in electrical engineering and information technology from the University of Duisburg-Essen, Duisburg, Germany, in 2016. He is currently Professor at Central South University, Changsha, Hunan. His research interests include model-based and data-driven fault diagnosis, process monitoring, machine learning, and its application in industry. Prof. Linlin Li received the B.E. degree in automation from Xi'an Jiaotong University, Xi'an, China, in 2008, the M.E. degree in mechanical systems and control from Peking University, Beijing, China, in 2011, and the Ph.D. degree in automatic control from the Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany. She is now Professor with the School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing. Her research interests include fault diagnosis and fault-tolerant control, fuzzy control, and estimation for nonlinear systems

作者簡介(中文翻譯)

羅浩教授於2007年獲得中國西安交通大學電氣工程學士學位,並於2012年和2016年分別在德國杜伊斯堡-埃森大學獲得電氣工程及資訊技術碩士和博士學位。目前,他是中國哈爾濱工業大學航天學院的教授。他的研究興趣包括基於模型和數據驅動的故障診斷、容錯系統及其在工業系統中的即插即用應用。

陳志文教授於2008年獲得中國中南大學電子信息科學與技術學士學位,並於2012年獲得電子信息與技術碩士學位,2016年在德國杜伊斯堡-埃森大學獲得電氣工程及資訊技術博士學位。目前,他是中國湖南省長沙市中南大學的教授。他的研究興趣包括基於模型和數據驅動的故障診斷、過程監控、機器學習及其在工業中的應用。

李琳琳教授於2008年獲得中國西安交通大學自動化學士學位,2011年在北京大學獲得機械系統與控制碩士學位,並在德國杜伊斯堡-埃森大學自動控制與複雜系統研究所獲得自動控制博士學位。目前,她是北京科技大學自動化與電氣工程學院的教授。她的研究興趣包括故障診斷與容錯控制、模糊控制及非線性系統的估計。