Diagnosability, Security And Safety Of Hybrid Dynamic And Cyber-physical Systems

byMoamar Sayed-Mouchaweh

Hardcover | March 20, 2018

Diagnosability, Security And Safety Of Hybrid Dynamic And Cyber-physical Systems by Moamar Sayed-Mouchaweh
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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.).

1. Prologue2. Wind Turbine Fault Localization: A Practical Application of Model-Based Diagnosis3. Fault detection and localization using Modelica and abductive reasoning4. Robust Data-Driven Fault Detection in Dynamic Process Environments Using Discrete Event Systems5. Critical States Distance Filter Based Approach for Detection and Bl...
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Title:Diagnosability, Security And Safety Of Hybrid Dynamic And Cyber-physical SystemsFormat:HardcoverDimensions:327 pages, 23.5 X 15.5 X 2.49 inPublished:March 20, 2018Publisher:Springer NatureLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319749617

ISBN - 13:9783319749617

Appropriate for ages: All ages

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