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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 security and 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。這本書介紹了最近的先進方法和技術,針對分析網路物理系統的可診斷性特性以及確保其在故障和攻擊下的安全性和可靠性所面臨的複雜問題。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。