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Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems
Jaeseok Choi (Author), Kwang Y. Lee (Author)
9781119684138, Wiley
Hardback, published 5 November 2021
512 pages
1 x 1 x 1 cm, 0.454 kg
Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems Discover how modern techniques have shaped complex power system expansion planning with this one-stop resource from two experts in the field Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems delivers a comprehensive collection of innovative approaches to the probabilistic planning of generation and transmission systems under uncertainties. The book includes renewables and energy storage calculations when using probabilistic and deterministic reliability techniques to assess system performance from a long-term expansion planning viewpoint. Divided into two sections, the book first covers topics related to Generation Expansion Planning, with chapters on cost assessment, methodology and optimization, and more. The second and final section provides information on Transmission System Expansion Planning, with chapters on reliability constraints, probabilistic production cost simulation, and more. Probabilistic Power System Expansion Planning compares the optimization and methodology across dynamic, linear, and integer programming and explores the branch and bound algorithm. Along with case studies to demonstrate how the techniques described within have been applied in complex power system expansion planning problems, readers will enjoy: Perfect for power and energy systems designers, planners, operators, consultants, practicing engineers, software developers, and researchers, Probabilistic Power System Expansion Planning with Renewable Energy Resources and Energy Storage Systems will also earn a place in the libraries of practicing engineers who regularly deal with optimization problems.
Author Biographies xvii Part I Generation Expansion Planning 1 1 Introduction 3 2 Background on Generation Expansion Planning 15 3 Cost Assessment and Methodologies in Generation Expansion Planning 21 4 Load Model and Generation Expansion Planning 39 5 Probabilistic Production Simulation Model 67 6 Decision Maker's Satisfaction Using Fuzzy Set Theory 95 7 Best Generation Mix Considering Air Pollution Constraints 111 8 Generation System Expansion Planning with Renewable Energy 127 9 Reliability Evaluation for Power System Planning with Wind Generators and Multi-Energy Storage Systems 141 10 Genetic Algorithm for Generation Expansion Planning and Reactive Power Planning 177 Part II Transmission System Expansion Planning 213 11 Transmission Expansion Planning Problem 215 12 Models and Methodologies 235 13 Probabilistic Production Cost Simulation for TEP 257 14 Reliability Constraints 291 15 Fuzzy Decision Making for TEP 375 16 Optimal Reliability Criteria for TEP 401 17 Probabilistic Reliability-Based Expansion Planning with Wind Turbine Generators 433 18 Probabilistic Reliability-Based HVDC Expansion Planning with Wind Turbine Generators 449 References 465
Preface xix
Acknowledgments xxv
1.1 Electricity Outlook 3
1.2 Renewables 8
1.3 Power System Planning 12
2.1 Methodology and Issues 15
2.2 Formulation of the Least-Cost Generation Expansion Planning Problem 18
3.1 Basic Cost Concepts 21
3.2 Methodologies 26
3.3 Conventional Approach for Load Modeling 34
4.1 Introduction 39
4.2 Analytical Approach for Long-Term Generation Expansion Planning 40
4.3 Optimal Utilization of Hydro Resources 50
4.4 Long-Range Generation Expansion Planning 56
4.5 Case Studies 60
4.6 Conclusion 65
5.1 Introduction 67
5.2 Effective Load Distribution Curve 67
5.3 Case Studies 71
5.4 Probabilistic Production Simulation Algorithm 82
5.5 Supply Reserve Rate 90
6.1 Introduction 95
6.2 Fuzzy Dynamic Programming 96
6.3 Best Generation Mix 97
6.4 Case Study 102
6.5 Conclusion 108
7.1 Introduction 111
7.2 Concept of Flexible Planning 111
7.3 LP Formulation of the Best Generation Mix 112
7.4 Fuzzy LP Formulation of Flexible Generation Mix 116
7.5 Case Studies 118
7.6 Conclusion 124
8.1 Introduction 127
8.2 LP Formulation of the Best Generation Mix 128
8.3 Fuzzy LP Formulation of Flexible Generation Mix 132
8.4 Case Studies 134
8.5 Conclusion 140
9.1 Introduction 141
9.2 Probabilistic Reliability Evaluation by Monte Carlo Simulation 143
9.3 Probabilistic Output Prediction Model of WTG 145
9.4 Multi-Energy Storage System Operational Model 147
9.5 Multi-ESS Operation Rule 150
9.6 Reliability Evaluation with Energy Storage System 151
9.7 Case Studies 152
9.8 Conclusion 163
10.1 Introduction 177
10.2 Generation Expansion Planning 178
10.3 The Least-Cost GEP Problem 179
10.4 Simple Genetic Algorithm 180
10.5 Improved GA for the Least-Cost GEP 182
10.6 Case Studies 186
10.7 Reactive Power Planning 192
10.8 Decomposition of Reactive Power Planning Problem 194
10.9 Solution Algorithm for VAR Planning 196
10.10 Simulation Results 198
10.11 Conclusion 201
11.1 Introduction 215
11.2 Long-Term Transmission Expansion Planning 216
11.3 Yearly Transmission Expansion Planning 218
11.4 Long-Term Transmission Planning Problem 224
11.5 Case Study 227
11.6 Conclusion 232
12.1 Introduction 235
12.2 Transmission System Expansion Planning Problem 235
12.3 Cost Evaluation for TEP Considering Electricity Market 236
12.4 Model Development History for TEP Problem 237
12.5 General DC Power Flow-Based Formulation of TEP Problem 238
12.6 Branch and Bound Algorithm 246
13.1 Introduction 257
13.2 Modeling of Extended Effective Load for Composite Power System 259
13.3 Probability Distribution Function of the Synthesized Fictitious Equivalent Generator 263
13.4 Reliability Evaluation and Probabilistic Production Cost Simulation at Load Points 265
13.5 Case Studies 266
13.6 Conclusion 288
14.1 Deterministic Reliability Constraint Using Contingency Constraints 291
14.2 Deterministic Reliability Constraints 322
14.3 Probabilistic Reliability Constraints 333
14.4 Outage Cost Constraints 357
14.5 Deterministic–Probabilistic (D–P) Criteria 373
15.1 Introduction 375
15.2 Fuzzy Transmission Expansion Planning Problem 377
15.3 Equivalent Crisp Integer Programming and Branch and Bound Method 379
15.4 Membership Functions 380
15.5 Solution Algorithm 381
15.6 Testing 382
15.7 Case Study 390
15.8 Conclusion 396
16.1 Introduction 401
16.2 Probabilistic Optimal Reliability Criterion 401
16.3 Deterministic Reliability Criterion for Composite Power System Expansion Planning 416
17.1 Introduction 433
17.2 The Multistate Operation Model of WTG 434
17.3 Reliability Evaluation of a Composite Power System with WTG 438
17.4 Case Study 441
17.5 Conclusion 448
18.1 The Status of HVDC 449
18.2 HVDC Technology for Energy Efficiency and Grid Reliability 451
18.3 HVDC Impacts on Transmission System Reliabili ty 455
18.4 Case Study 455
Index 469
Subject Areas: Electronics & communications engineering [TJ]
