The Next Generation of Electric Power Unit Commitment Models
Language: English
Published by Springer US, 2013
Series: Book 30 of 323 - International Series in Operations Research & Management Science
- Softcover
- New
Condition: New
£ 173.48
Quantity: Over 20 available
Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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. O.
Seller Inventory # 4207821
- Title
- The Next Generation of Electric Power Unit Commitment Models
- Author
- Hobbs, Benjamin F.|Rothkopf, Michael H.|O\'Neill, Richard P.|Hung-po Chao
- Publisher
- Springer US
- Publication year
- 2013
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1475774168
- ISBN 13
- 9781475774160
- Series
- Book 30 of 323: International Series in Operations Research & Management Science
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.
"Synopsis" may belong to another edition of this title.
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