H-Systems: Observability, Diagnosability, and Predictability of Hybrid Dynamical Systems

de Santis, Elena, Di Benedetto, Maria Domenica

  • 出版商: Springer
  • 出版日期: 2024-05-10
  • 售價: $5,930
  • 貴賓價: 9.5$5,634
  • 語言: 英文
  • 頁數: 293
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031204492
  • ISBN-13: 9783031204494
  • 海外代購書籍(需單獨結帳)

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商品描述

This book focuses on the observability of hybrid systems. It enables the reader to determine whether and how a hybrid system's state can be reconstructed from sometimes necessarily partial information. By explaining how available measurements can be used to deduce past and future behaviours of a system, the authors extend this study of observability to embrace the properties of diagnosability and predictability.

H-systems shows how continuous and discrete dynamics and their interaction affect the observability of this general class of hybrid systems and demonstrates that hybrid characteristics are not simply generalizations of well-known aspects of traditional dynamics. The authors identify conditions for state reconstruction, prediction and diagnosis of the occurrence of possibly faulty states. The formal approach to proving those properties for hybrid systems is accompanied by simple illustrative examples. For readers who are interested in the use of state estimation for controller design, the book also provides design methods for hybrid state observers and covers their application in some industrial cases.

The book's tutorial approach to the various forms of observability of hybrid systems helps to make H-systems of interest to academic researchers and graduate students working in control and to practitioners using control in an industrial environment.


商品描述(中文翻譯)

本書專注於混合系統的可觀察性。它使讀者能夠確定混合系統的狀態是否可以從有時必然是部分信息中重建。通過解釋如何使用可用的測量來推斷系統的過去和未來行為,作者將可觀察性的研究擴展到包括診斷性和可預測性的特性。

《H-系統》展示了連續和離散動態及其相互作用如何影響這一類混合系統的可觀察性,並證明了混合特性並不僅僅是傳統動態的概括。作者確定了狀態重建、預測和診斷可能故障狀態發生的條件。證明這些混合系統性質的正式方法配有簡單的示例。對於對狀態估計在控制器設計中感興趣的讀者,本書還提供了混合狀態觀測器的設計方法,並介紹了它們在一些工業案例中的應用。

本書以教學的方式介紹了混合系統的各種可觀察性形式,對於從事控制領域的學術研究人員和研究生以及在工業環境中使用控制的從業人員都具有吸引力。

作者簡介

Elena De Santis is a Full Professor in Systems and Control Engineering with the Department of Information Engineering, Computer Science and Mathematics (DISIM), University of L'Aquila Since 2019, she has been the Director of the Italian Center of Excellence for Research DEWS "Architectures and Design methodologies for Embedded controllers, Wireless interconnect and System-on-Chip". She graduated (summa cum laude) in Electrical Engineering from the University of L'Aquila in 1983 and joined the same university as an assistant professor in 1987. Since then, she has published more than 100 papers on analysis, control and optimization of constrained and uncertain dynamic systems, model management for decision support systems, positive systems, dynamic games, hybrid and switching systems. She has been a member of the IEEE since 1999 (elevated to the rank of Senior Member in 2006) and of the IFAC TC 1.3 Committee on Discrete Event and Hybrid Systems. She has served as a member of numerous conference program committees and has been a member of the editorial board of the European Journal of Control. She was a guest editor of the Special Issue: "Observability and observer-based control of hybrid systems", Int. J. of Robust and Nonlinear Control, 19(4), 2009, and coauthor (with M.D. Di Benedetto) of the monograph Observability of Hybrid Dynamical Systems, 2016. On the same topic of observability of hybrid systems, she has chaired and/or organized sessions in major international conferences.

Maria Domenica Di Benedetto is a Full Professor of Automatic Control at the University of L'Aquila (Italy). She obtained her PhD degree in Electrical Engineering in 1981 and the "Doctorat d'Etat ès Sciences" in 1987, both from Université de Paris-Sud (now Université Paris-Saclay, France). She was McKay Professor from 1990 to 1995 and Adjunct Professor from 1995 to 2002, at the University of California, Berkeley. She held visiting positions at MIT, the University of Michigan Ann Arbor, and Ecole Nationale Supérieure de Mécanique in Nantes (France).

She founded and was the Director of the Italian Center of Excellence for Research DEWS "Architectures and Design methodologies for Embedded controllers, Wireless interconnect and System-on-Chip" at the University of L'Aquila, from 2001 to 2019. She was the President of the Italian Association of Researchers in Automatic Control (SIDRA) from 2013 to 2019, and has been the President of the European Embedded Control Institute since 2009. Professor Di Benedetto is an IEEE Life Fellow and an IFAC Fellow. She has been serving the IEEE-CSS as Vice-President since 2021. She is a Distinguished Lecturer of the IEEE-CSS. She is Chair of the IFAC Nichols Medal Selection Committee and a member of the IFAC Fellow Selection Committee for the 2020-2023 triennium. She has been a member of the European Control Award Committee since 2021.

Professor Di Benedetto's research interests are in the areas of nonlinear and hybrid systems control theory, diagnosability and predictability in cyber-physical systems, and applications to smart grids, traffic control, and automotive and biological systems. On these topics, she has authored or co- authored more than 300 scientific papers in international journals, edited volumes and conferences. Professor Di Benedetto has been active in fostering the development of Hybrid Systems theory and control and participated in several pioneering European projects and in the Networks of Excellence HYCON and HYCON2, where she has been a Member of the Governing Board and of the Executive Committee. She is Editor of the IEEE Press Series on Control Systems Theory and Applications, Senior Editor of the IFAC Nonlinear Analysis: Hybrid Systems, and Member of the Editorial Board of the International Journal of Robust and Nonlinear Control.


作者簡介(中文翻譯)

Elena De Santis是拉奎拉大學(University of L'Aquila)資訊工程、電腦科學和數學(DISIM)系的系統與控制工程的全職教授。自2019年以來,她擔任意大利研究卓越中心DEWS(嵌入式控制器、無線互連和系統單晶片的架構和設計方法)的主任。她於1983年以電機工程學士學位(榮譽畢業)畢業於拉奎拉大學,並於1987年成為該大學的助理教授。自那時以來,她已發表了100多篇關於受限和不確定動態系統的分析、控制和優化、決策支持系統的模型管理、正系統、動態博弈、混合和切換系統的論文。她自1999年起是IEEE的成員(於2006年晉升為高級會員),並且是IFAC TC 1.3委員會(關於離散事件和混合系統)的成員。她曾擔任多個會議程序委員會的成員,並且是《歐洲控制期刊》編輯委員會的成員。她曾擔任《國際魯棒和非線性控制期刊》2009年第19卷第4期的特刊編輯(題為“混合系統的可觀測性和基於觀測器的控制”),並與M.D. Di Benedetto合著了2016年的專著《混合動態系統的可觀測性》。在混合系統的可觀測性相關主題上,她曾主持和/或組織了主要國際會議的會議。

Maria Domenica Di Benedetto是拉奎拉大學(意大利)的自動控制學的全職教授。她於1981年獲得電機工程博士學位,並於1987年獲得巴黎南大學(現巴黎-薩克萊大學)的“Doctorat d'Etat ès Sciences”。她曾於1990年至1995年擔任麥凱教授,並於1995年至2002年擔任加州大學伯克利分校的兼職教授。她曾在麻省理工學院、密歇根大學安娜堡分校和法國南特高等機械學院擔任訪問學者。

她於2001年至2019年期間創辦並擔任拉奎拉大學意大利研究卓越中心DEWS(嵌入式控制器、無線互連和系統單晶片的架構和設計方法)的主任。她曾於2013年至2019年擔任意大利自動控制研究者協會(SIDRA)的主席,並自2009年起擔任歐洲嵌入式控制學院的主席。Di Benedetto教授是IEEE終身會士和IFAC會士。自2021年起,她擔任IEEE-CSS的副主席。她是IEEE-CSS的傑出講師。她是IFAC Nichols獎選拔委員會的主席,並且是2020-2023三年期間的IFAC會士選拔委員會的成員。自2021年起,她是歐洲控制獎委員會的成員。

Di Benedetto教授的研究興趣包括非線性和混合系統控制理論、物聯網系統中的可診斷性和可預測性,以及在智能電網、交通控制、汽車和生物系統中的應用。在這些主題上,她在國際期刊、編輯專著和會議上撰寫或合著了300多篇科學論文。Di Benedetto教授積極推動混合系統理論和控制的發展,並參與了幾個開創性的歐洲項目以及HYCON和HYCON2的卓越網絡,她曾是其執行委員會和管理委員會的成員。她是IEEE出版社控制系統理論和應用系列的編輯,IFAC非線性分析:混合系統的高級編輯,以及《國際魯棒和非線性控制期刊》的編輯委員會成員。