Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems
暫譯: 混合動態與網路物理系統的可診斷性、安全性與安全保障

Sayed-Mouchaweh, Moamar

Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

商品描述

Cyber-physical systems (CPS) are characterized as a combination of physical (physical plant, process, network) and cyber (software, algorithm, computation) components whose operations are monitored, controlled, coordinated, and integrated by a computing and communicating core. The interaction between both physical and cyber components requires tools allowing analyzing and modeling both the discrete and continuous dynamics. Therefore, many CPS can be modeled as hybrid dynamic systems in order to take into account both discrete and continuous behaviors as well as the interactions between them. Guaranteeing the security and safety of CPS is a challenging task because of the inherent interconnected and heterogeneous combination of behaviors (cyber/physical, discrete/continuous) in these systems. This book presents recent and advanced approaches and tech-niques that address the complex problem of analyzing the diagnosability property of cyber physical systems and ensuring their securityand safety against faults and attacks. The CPS are modeled as hybrid dynamic systems using different model-based and data-driven approaches in different application domains (electric transmission networks, wireless communication networks, intrusions in industrial control systems, intrusions in production systems, wind farms etc.). These approaches handle the problem of ensuring the security of CPS in presence of attacks and verifying their diagnosability in presence of different kinds of uncertainty (uncertainty related to the event occurrences, to their order of occurrence, to their value etc.).

商品描述(中文翻譯)

網路物理系統（Cyber-Physical Systems, CPS）是由物理（物理設備、過程、網路）和網路（軟體、演算法、計算）組件組成的系統，其運作由計算和通訊核心進行監控、控制、協調和整合。物理和網路組件之間的互動需要工具來分析和建模離散和連續的動態。因此，許多CPS可以被建模為混合動態系統，以考慮離散和連續行為以及它們之間的互動。保證CPS的安全性和可靠性是一項具有挑戰性的任務，因為這些系統中固有的互聯和異質行為（網路/物理、離散/連續）的組合。這本書介紹了針對分析網路物理系統的可診斷性特性以及確保其安全性和可靠性以抵禦故障和攻擊的複雜問題的最新和先進的方法和技術。CPS被建模為混合動態系統，使用不同的基於模型和數據驅動的方法，應用於不同的領域（電力傳輸網路、無線通訊網路、工業控制系統中的入侵、生產系統中的入侵、風力發電場等）。這些方法處理在攻擊存在的情況下確保CPS安全性以及在不同類型的不確定性（與事件發生、發生順序、值等相關的不確定性）存在的情況下驗證其可診斷性問題。

作者簡介

Moamar Sayed-Mouchaweh received his PhD from the University of Reims-France. He was working as Associated Professor in Computer Science, Control and Signal processing at the University of Reims-France in the Research center in Sciences and Technology of the Information and the Communication. In December 2008, he obtained the Habilitation to Direct Researches (HDR) in Computer science, Control and Signal processing. Since September 2011, he is working as a Full Professor in the High National Engineering School of Mines Department of Computer Science and Automatic Control. He edited the Springer book 'Learning in Non-Stationary Environments: Methods and Applications', in April 2012 and wrote two SpringerBriefs 'Discrete Event Systems: Diagnosis and Diagnosability', and 'Learning from Data Streams in Dynamic Environments'. He was a guest editor of several special issues of international journals. He was IPC Chair of conference Chair of several international workshops and conferences (IEEE International Conference on Machine Learning and Applications IEEE International Conference on Evolving and Adaptive Intelligent Systems). He is working as a member of the Editorial Board of Elsevier Journal "Applied Soft Computing" and Springer Journals "Evolving systems" and "Intelligent Industrial Systems".

作者簡介(中文翻譯)

Moamar Sayed-Mouchaweh 於法國蘭斯大學獲得博士學位。他曾在法國蘭斯大學的資訊與通訊科技研究中心擔任計算機科學、控制與信號處理的副教授。2008年12月，他獲得計算機科學、控制與信號處理的研究指導資格（HDR）。自2011年9月以來，他在法國高等國立礦業學校的計算機科學與自動控制系擔任正教授。他於2012年4月編輯了Springer出版的書籍《Learning in Non-Stationary Environments: Methods and Applications》，並撰寫了兩本SpringerBriefs《Discrete Event Systems: Diagnosis and Diagnosability》和《Learning from Data Streams in Dynamic Environments》。他曾擔任多個國際期刊的特刊客座編輯，並擔任多個國際研討會和會議的程序委員會主席（如IEEE國際機器學習與應用會議、IEEE國際演變與自適應智能系統會議）。他目前是Elsevier期刊《Applied Soft Computing》及Springer期刊《Evolving Systems》和《Intelligent Industrial Systems》的編輯委員會成員。

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