{"product_id":"cyberphysical-distributed-systems-9781119682677","title":"CyberPhysical Distributed Systems","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface v\u003c\/p\u003e \u003cp\u003eList of Acronyms and Abbreviations ix\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eIntroduction 1\u003c\/p\u003e \u003cp\u003eChallenges of Traditional Physical and Cyber Systems 1\u003c\/p\u003e \u003cp\u003eResearch Trends in Cyber-Physical Systems (CPSs) 3\u003c\/p\u003e \u003cp\u003eStability of CPSs 3\u003c\/p\u003e \u003cp\u003eReliability of CPSs 6\u003c\/p\u003e \u003cp\u003eOpportunities for CPS Applications 7\u003c\/p\u003e \u003cp\u003eManaging Reliability and Feasibility of CPSs 7\u003c\/p\u003e \u003cp\u003eEnsuring Cybersecurity of CPSs 9\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eFundamentals of CPSs 13\u003c\/p\u003e \u003cp\u003eModels for Exploring CPSs 14\u003c\/p\u003e \u003cp\u003eControl-Block-Diagram of CPSs 14\u003c\/p\u003e \u003cp\u003eControl Signal in CPSs 14\u003c\/p\u003e \u003cp\u003eDegraded Actuator and Sensor 14\u003c\/p\u003e \u003cp\u003eTime-Varying Model of CPSs 15\u003c\/p\u003e \u003cp\u003eImplementation in TrueTime Simulator 16\u003c\/p\u003e \u003cp\u003eIntroduction of TrueTime Simulator 16\u003c\/p\u003e \u003cp\u003eArchitecture of CPSs in TrueTime 17\u003c\/p\u003e \u003cp\u003eEvaluation and Verification of CPSs 18\u003c\/p\u003e \u003cp\u003eCPS Performance Evaluation 18\u003c\/p\u003e \u003cp\u003eCPS Performance Index 18\u003c\/p\u003e \u003cp\u003eReliability Evaluation of CPSs 19\u003c\/p\u003e \u003cp\u003eCPS Model Verification 20\u003c\/p\u003e \u003cp\u003eCPS Performance Improvement 21\u003c\/p\u003e \u003cp\u003ePSO-Based Reliability Enhancement 22\u003c\/p\u003e \u003cp\u003eOptimal PID-Automatic Generation Control (AGC) 23\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eStability Enhancement of CPSs 29\u003c\/p\u003e \u003cp\u003eIntegration of Physical and Cyber Models 30\u003c\/p\u003e \u003cp\u003eBasics of Wide-Area Power Systems (WAPS) 30\u003c\/p\u003e \u003cp\u003ePhysical Layer 30\u003c\/p\u003e \u003cp\u003eCyber Layer 31\u003c\/p\u003e \u003cp\u003eWAPS Realized in TrueTime 32\u003c\/p\u003e \u003cp\u003eAn Illustrative WAPS 33\u003c\/p\u003e \u003cp\u003eIllustrative Physical Layer 33\u003c\/p\u003e \u003cp\u003eIllustrative Cyber Layer 34\u003c\/p\u003e \u003cp\u003eIllustrative Integrated System 36\u003c\/p\u003e \u003cp\u003eSettings of Stability Analysis 36\u003c\/p\u003e \u003cp\u003eSettings of Delay Predictions 37\u003c\/p\u003e \u003cp\u003eSettings of Illustrative WAPS 37\u003c\/p\u003e \u003cp\u003eCases for Illustrative WAPS 38\u003c\/p\u003e \u003cp\u003eHidden Markov Model (HMM)-Based Stability Improvement 38\u003c\/p\u003e \u003cp\u003eOnline Smith Predictor 38\u003c\/p\u003e \u003cp\u003eInitialization of Discrete HMM (DHMM) 39\u003c\/p\u003e \u003cp\u003eParameter Estimation of DHMM 41\u003c\/p\u003e \u003cp\u003eDelay Prediction via DHMM 43\u003c\/p\u003e \u003cp\u003eSmith Predictor Structure 44\u003c\/p\u003e \u003cp\u003eDelay Predictions 44\u003c\/p\u003e \u003cp\u003eSettings of DHMM 45\u003c\/p\u003e \u003cp\u003ePrediction Comparison 46\u003c\/p\u003e \u003cp\u003ePerformance of Smith Predictor 47\u003c\/p\u003e \u003cp\u003eSettings of Smith Predictor 47\u003c\/p\u003e \u003cp\u003eAnalysis of Case 1 47\u003c\/p\u003e \u003cp\u003eAnalysis of Case 2 48\u003c\/p\u003e \u003cp\u003eStability Enhancement of Illustrative WAPS 49\u003c\/p\u003e \u003cp\u003eEigenvalue Analysis and Delay Impact 49\u003c\/p\u003e \u003cp\u003eSensitivity Analysis of Network Parameters 49\u003c\/p\u003e \u003cp\u003eOptimal AGC 50\u003c\/p\u003e \u003cp\u003eOptimal Controller Performance 50\u003c\/p\u003e \u003cp\u003eScenario 1 Analysis 51\u003c\/p\u003e \u003cp\u003eScenario 2 Analysis 51\u003c\/p\u003e \u003cp\u003eScenario 3 Analysis 52\u003c\/p\u003e \u003cp\u003eScenario 4 Analysis 52\u003c\/p\u003e \u003cp\u003eRobustness of Optimal AGC 52\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eReliability Analysis of CPSs 65\u003c\/p\u003e \u003cp\u003eConceptual Distributed Generation Systems (DGSs) 65\u003c\/p\u003e \u003cp\u003eMathematical Model of Degraded Network 65\u003c\/p\u003e \u003cp\u003eModel of Transmission Delay 66\u003c\/p\u003e \u003cp\u003eModel of Packet Dropout 67\u003c\/p\u003e \u003cp\u003eScenarios of Degraded Network 68\u003c\/p\u003e \u003cp\u003eModeling and Simulation of DGSs 69\u003c\/p\u003e \u003cp\u003eDGS Model 69\u003c\/p\u003e \u003cp\u003ePreliminary Model 69\u003c\/p\u003e \u003cp\u003ePower Source Model 70\u003c\/p\u003e \u003cp\u003eData Interpolation 71\u003c\/p\u003e \u003cp\u003eReliability Estimation Via Optimal Power Flow (OPF) 71\u003c\/p\u003e \u003cp\u003eData Prediction 71\u003c\/p\u003e \u003cp\u003eMonte Carlo Simulation (MCS) of DGSs 73\u003c\/p\u003e \u003cp\u003eOPF of DGSs 74\u003c\/p\u003e \u003cp\u003eActual Cost and Reliability Analysis 75\u003c\/p\u003e \u003cp\u003eOPF of DGSs Against Unreliable Network 76\u003c\/p\u003e \u003cp\u003eSettings of Networked DGSs 76\u003c\/p\u003e \u003cp\u003eOPF Under Different Demand Levels 78\u003c\/p\u003e \u003cp\u003eOPF Under Entire Period 79\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eMaintenance of Aging CPSs 87\u003c\/p\u003e \u003cp\u003eData-driven Degradation Model for CPSs 88\u003c\/p\u003e \u003cp\u003eDegraded Control System 88\u003c\/p\u003e \u003cp\u003eParameter Estimation via EM Algorithm 89\u003c\/p\u003e \u003cp\u003eLoad Frequency Control (LFC) Performance Criteria 90\u003c\/p\u003e \u003cp\u003eMaintenance Model and Cost Model 91\u003c\/p\u003e \u003cp\u003ePerformance Based Maintenance (PBM) Model 91\u003c\/p\u003e \u003cp\u003eCost Model 93\u003c\/p\u003e \u003cp\u003eApplications to DGSs 94\u003c\/p\u003e \u003cp\u003eOutput of Aging Generators 94\u003c\/p\u003e \u003cp\u003eImpact of Aging on DGSs 94\u003c\/p\u003e \u003cp\u003eSettings of Aging DGSs 94\u003c\/p\u003e \u003cp\u003eValidations of Generator Performance Indexes 95\u003c\/p\u003e \u003cp\u003eQuantitative Aging Impact 96\u003c\/p\u003e \u003cp\u003eApplications to Gas Turbine Plant 98\u003c\/p\u003e \u003cp\u003eSettings of Networked DGS Sensitivity Analysis of PBM 98\u003c\/p\u003e \u003cp\u003eImpact of Degradation on LFC 98\u003c\/p\u003e \u003cp\u003eNumerical Sensitivity Analysis 98\u003c\/p\u003e \u003cp\u003ePictorial Sensitivity Analysis 99\u003c\/p\u003e \u003cp\u003eOptimal Maintenance Strategy 100\u003c\/p\u003e \u003cp\u003eMaintenance Models Comparison 100\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eGame Theory Based CPS Protection Plan 109\u003c\/p\u003e \u003cp\u003eVulnerability Model for CPSs 110\u003c\/p\u003e \u003cp\u003eMulti-state Attack-Defence Game 111\u003c\/p\u003e \u003cp\u003eBackgrounds of Game Model for CPSs 111\u003c\/p\u003e \u003cp\u003eMathematical Game Model 112\u003c\/p\u003e \u003cp\u003eAttack Consequence and Optimal Defence 113\u003c\/p\u003e \u003cp\u003eDamage Cost Model 113\u003c\/p\u003e \u003cp\u003eAttack Uncertainty 114\u003c\/p\u003e \u003cp\u003eOptimal Defence Plan 115\u003c\/p\u003e \u003cp\u003eApplications to DGSs with Uncertain Cyber-Attacks 116\u003c\/p\u003e \u003cp\u003eSettings of Game Model 116\u003c\/p\u003e \u003cp\u003eOptimal Protection with Constant Resource Allocation 116\u003c\/p\u003e \u003cp\u003eImpact Under Constant Case 116\u003c\/p\u003e \u003cp\u003eOptimal Constant Resource Allocation Fraction 117\u003c\/p\u003e \u003cp\u003eOptimal Protection with Dynamic Resource Allocation 118\u003c\/p\u003e \u003cp\u003eVulnerability Model Under Dynamic Case 119\u003c\/p\u003e \u003cp\u003eOptimal Dynamic Resource Allocation Fraction 120\u003c\/p\u003e \u003cp\u003eOptimization Results Justification 121\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eBayesian Based Cyberteam Deployment 125\u003c\/p\u003e \u003cp\u003ePoisson Distribution based Cyber-attacks 125\u003c\/p\u003e \u003cp\u003eImpacts of DoS Attack 125\u003c\/p\u003e \u003cp\u003ePoisson Arrival Model Verification 126\u003c\/p\u003e \u003cp\u003eAverage Arrival Attacks 127\u003c\/p\u003e \u003cp\u003eCost of Multi-node Bandit Model 128\u003c\/p\u003e \u003cp\u003eRegret Function of Worst Case 128\u003c\/p\u003e \u003cp\u003eUpper Bound on Cost 129\u003c\/p\u003e \u003cp\u003eThompson-Hedge Algorithm 130\u003c\/p\u003e \u003cp\u003eHedge Algorithm 130\u003c\/p\u003e \u003cp\u003eDetails of Thompson-Hedge Algorithm 131\u003c\/p\u003e \u003cp\u003eSeparation of Target Regret 132\u003c\/p\u003e \u003cp\u003eUpper Bound of Λ_1 133\u003c\/p\u003e \u003cp\u003eUpper Bound of Λ_2 133\u003c\/p\u003e \u003cp\u003eUpper Bound of Regret R^TH 134\u003c\/p\u003e \u003cp\u003eApplications to Smart Grids 135\u003c\/p\u003e \u003cp\u003eOperation Cost of Smart Grid 135\u003c\/p\u003e \u003cp\u003eNumerical Analysis of Cost Sequences 137\u003c\/p\u003e \u003cp\u003ePerformance of Thompson-Hedge Algorithm 137\u003c\/p\u003e \u003cp\u003eComparison Study Against R.EXP3 137\u003c\/p\u003e \u003cp\u003eSensitivity to the Variation 140\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eRecent Advances in CPS Modeling, Stability and Reliability 145\u003c\/p\u003e \u003cp\u003eModeling Techniques for CPS Components 145\u003c\/p\u003e \u003cp\u003eInverse Gaussian Process 145\u003c\/p\u003e \u003cp\u003eHitting Time to a Curved Boundary 146\u003c\/p\u003e \u003cp\u003eEstimator Error 147\u003c\/p\u003e \u003cp\u003eTheoretical Stability Analysis 148\u003c\/p\u003e \u003cp\u003eImpacts of Uncertainties 148\u003c\/p\u003e \u003cp\u003eSmall Gain Theorem based Stability Criteria 149\u003c\/p\u003e \u003cp\u003eRobust Stability Criteria 150\u003c\/p\u003e \u003cp\u003eGame Model for CPSs 151\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eReferences 153\u003c\/p\u003e \u003cp\u003eIndex 177\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407119524183,"sku":"9781119682677","price":99.86,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119682677.jpg?v=1730498246","url":"https:\/\/bookcurl.com\/products\/cyberphysical-distributed-systems-9781119682677","provider":"Book Curl","version":"1.0","type":"link"}