| Description |
1 online resource (ix, 311 pages) |
| Series |
Power Electronics and Power Systems Series |
|
Power electronics and power systems (Springer)
|
| Contents |
Intro -- Preface -- Contents -- 1 Introduction of Cascading Failures -- 1.1 Introduction -- 1.2 Blackouts -- 1.2.1 Historical Blackouts -- 1.2.2 Learnings -- 1.3 Prevention -- 1.3.1 Contingency Analysis -- 1.3.2 Interdependence of Failures -- 1.4 Mitigation -- 1.4.1 Protection and Remedial Actions -- 1.4.2 Wide-Area Measurements -- 1.4.3 Controlled System Separation -- 1.5 Restoration -- 1.6 Risk Assessment -- 1.6.1 Risk Indices -- 1.6.2 Challenges -- 1.6.3 Micro-perspectives on Risk -- 1.7 Modeling -- 1.7.1 Requirements -- 1.7.2 Challenges -- 1.7.3 Probabilistic Models |
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1.7.4 Physical Models -- 1.8 Simulation -- 1.8.1 Challenges -- 1.8.2 Simulation of Multi-timescale Dynamics -- 1.9 Introduction of the Book -- References -- 2 Analyzing Cascading Failures and Blackouts Using Utility Outage Data -- 2.1 Analysis of Particular Blackouts -- 2.2 Probability and Risk of Large Blackouts Estimated from Data -- 2.2.1 How the Blackout Probability Decreases as Size Increases -- 2.3 Processing Utility Outage Data -- 2.3.1 Transmission Utility Outage Data -- 2.3.1.1 Utility Outage Data -- 2.3.1.2 Extracting Events from Detailed Outage Data |
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2.3.2 Statistical Patterns in Number of Outages and Generations -- 2.4 Probabilistic Models Directly Driven by Utility Data -- 2.4.1 Contingency Motifs for Multiple Outages Initiating Cascading -- 2.4.2 Influence/Interaction Graphs Driven by Utility Data -- 2.4.3 Sampling from Utility Data to Replace Simulation -- 2.4.4 Statistical Models of Outage and Restore Processes -- 2.4.5 Validating and Calibrating Simulations with Statistical Data -- 2.4.6 Researcher Access to Utility Data and the Path Forward -- References -- 3 Interaction Models for Analysis and Mitigation of CascadingFailures |
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3.1 Cascading Failure Interaction Analysis Approach -- 3.2 Cascading Failure Data Sources for Interaction Analysis -- 3.2.1 Simulated Data -- 3.2.2 Utility Outage Data -- 3.2.3 Data Format -- 3.2.3.1 Data Format for Line Outages -- 3.2.3.2 Data Format for Line Outages and the Load Shed -- 3.3 Formulation of Component Failure Interactions -- 3.3.1 Interaction Matrix for Line Outages -- 3.3.2 Coupled Interaction Matrix -- 3.4 EM Algorithm -- 3.4.1 A Coin-Flipping Example -- 3.4.2 Mathematical Foundation -- 3.5 Estimating Component Failure Interactions |
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3.5.1 Interaction Estimation for Simulated Line Outage Data -- 3.5.2 Interaction Estimation for Utility Line Outage Data -- 3.5.3 Interaction Estimation for Coupled Interaction Matrix -- 3.6 Identifying Components Critical for Outage Propagation -- 3.6.1 Expected Number of Outages Following a Component Outage in Generation g -- 3.6.2 Existence of Unique Positive Solution for (3.31) -- 3.6.3 Metric Based on Expected Number of Outages -- 3.7 Identifying Critical Components Considering Spatial Propagation -- 3.8 Interaction Model -- 3.8.1 Basic Interaction Model |
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3.8.2 Generation-Dependent Interaction Model |
| Summary |
Cascading failures as long chains of events and outages are threats to reliable operations of power grids and can lead to catastrophic blackouts with tremendous losses if not understood, prevented, or mitigated sufficiently. This book provides an in-depth and comprehensive presentation of emerging methods for risk assessment, modeling, and simulation of cascading failures in power grids. The methods are all supported by theories and experimental tests using realistic power grid models and data, and the contributors to this volume are leading scholars in the field. Specific topics covered include an introduction to cascading failures, probabilistic analytics of utility outage data and risks, quantitative influence and interaction models to understand and mitigate failure propagation, simulation of cascading failures using models of multiple time scales, and industrial criteria and practices against cascading failures. Cascading Failures in Power Grids: Risk Assessment, Modeling, and Simulation will provide comprehensive and in-depth coverage of state-of-the-art methods for all readers interested in cascading failures and will inspire researchers and engineers to develop emerging and practical tools in the future. The first book about risk assessment, modeling, and simulation of cascading failures in power grids; Covers both state-of-the-art methods and best industrial practices; All contributors are experts and active scholars in the field |
| Notes |
Description based upon print version of record |
|
Includes index |
| Subject |
Electric power failures.
|
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Electric power distribution.
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| Genre/Form |
Electronic books
|
| Form |
Electronic book
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| Author |
Sun, Kai, 1976-
|
| ISBN |
9783031480003 |
|
3031480007 |
|
