Modern Optimization Techniques with Applications in Electric Power Systems

Presenting ways of using AI optimization techniques to operate and control electric power systems, this book is full of practical applications and examples and features, among other methods, functional analysis, simulated annealing and Tabu-search.

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.

Presents the application of some artificial intelligent optimization techniques in electric power system operation and control Presents, with practical applications and examples, The application of Functional Analysis, simulated annealing, Tabu-search, Genetic algorithm and fuzzy systems on the optimization of power system operation and control Includes supplementary material: sn.pub/extras

Klappentext

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.

Zusammenfassung
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.

Inhalt
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.