The Next Generation of Electric Power Unit Commitment Models

Idioma: inglés

Editorial: Springer, Springer Apr 2001, 2001

0792373340 / 9780792373346

Serie: Libro 30 de 323 - International Series in Operations Research & Management Science

Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemaniabuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -Over the years, the electric power industry has been using optimization methods to help them solve the unit commitment problem. The result has been savings of tens and perhaps hundreds of millions of dollars in fuel costs. Things are changing, however. Optimization technology is improving, and the industry is undergoing radical restructuring. Consequently, the role of commitment models is changing, and the value of the improved solutions that better algorithms might yield is increasing. The dual purpose of this book is to explore the technology and needs of the next generation of computer models for aiding unit commitment decisions.Because of the unit commitment problem's size and complexity and because of the large economic benefits that could result from its improved solution, considerable attention has been devoted to algorithm development in the book. More systematic procedures based on a variety of widely researched algorithms have been proposed and tested. These techniques have included dynamic programming, branch-and-bound mixed integer programming (MIP), linear and network programming approaches, and Benders decomposition methods, among others. Recently, metaheuristic methods have been tested, such as genetic programming and simulated annealing, along with expert systems and neural networks. Because electric markets are changing rapidly, how UC models are solved and what purposes they serve need reconsideration. Hence, the book brings together people who understand the problem and people who know what improvements in algorithms are really possible. The two-fold result in The Next Generation of Electric Power Unit Commitment Models is an assessment of industry needs and new formulations and computational approaches that promise to make unit commitment models more responsive to those needs.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 332 pp. Englisch.…

N° de ref. del artículo 9780792373346

Título
The Next Generation of Electric Power Unit Commitment Models
Autor
Benjamin F. Hobbs
Editorial
Springer, Springer Apr 2001
Año de publicación
2001
Estado
Neu
Encuadernación
Buch
Idioma
inglés
ISBN 10
0792373340
ISBN 13
9780792373346
Peso del artículo
664 gramos
Dimensiones
241x160x23 mm
Serie
Libro 30 de 323: International Series in Operations Research & Management Science

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

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