Modern Optimization Techniques with Applications in Electric Power Systems

ISBN-13: 9781489989796 / Angielski / Miękka / 2014 / 414 str.

Soliman Abdel Soliman; Abdel-Aal Hassan Mantawy

Opis

This book presents the application of some AI related optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing, Tabu-search, Genetic algorithms and fuzzy systems for the optimization of power systems is discussed in detail. Preliminary mathematical concepts are presented before moving to more advanced material. Researchers and graduate students will benefit from this book. Engineers working in utility companies, operations and control, and resource management will also find this book useful. ​

Spis treści

 Chapter 1 Introduction .- Chapter 2 Mathematical Optimization Techniques.- Chapter 3 Economic Operation of Electric Power Systems.- Chapter 4 Economic Dispatches (ED) and Unit Commitment Problem (UCP): Formulation and Solution Algorithms.- Chapter 5 Optimal Power Flow (OPF).- Chapter 6 Long Term Operation of Hydroelectric Power Systems.-Chapter 7 Electric Power Quality Problem.

Blurb

This book presents the application of some AI related  modern optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing, Tabu-search, Genetic algorithms and fuzzy systems for the optimization of power systems is discussed in detail. Preliminary mathematical concepts are presented before moving to more advanced material.

Researchers, senior undergraduate and graduate students will benefit from this book. Engineers working in utility companies, operations and control, and water resource management will also find this book useful.