The Next Generation Of Electric Power Unit Commitment Models
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The Next Generation Of Electric Power Unit Commitment Models
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Author : Benjamin F. Hobbs
language : en
Publisher:
Release Date : 2014-09-17
The Next Generation Of Electric Power Unit Commitment Models written by Benjamin F. Hobbs and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-17 with categories.
The Next Generation Of Electric Power Unit Commitment Models
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Author : Benjamin F. Hobbs
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-04-11
The Next Generation Of Electric Power Unit Commitment Models written by Benjamin F. Hobbs and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-11 with Business & Economics categories.
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.
Electrical Power Unit Commitment
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Author : Yuping Huang
language : en
Publisher: Springer
Release Date : 2017-01-13
Electrical Power Unit Commitment written by Yuping Huang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-13 with Business & Economics categories.
This volume in the SpringerBriefs in Energy series offers a systematic review of unit commitment (UC) problems in electrical power generation. It updates texts written in the late 1990s and early 2000s by including the fundamentals of both UC and state-of-the-art modeling as well as solution algorithms and highlighting stochastic models and mixed-integer programming techniques. The UC problems are mostly formulated as mixed-integer linear programs, although there are many variants. A number of algorithms have been developed for, or applied to, UC problems, including dynamic programming, Lagrangian relaxation, general mixed-integer programming algorithms, and Benders decomposition. In addition the book discusses the recent trends in solving UC problems, especially stochastic programming models, and advanced techniques to handle large numbers of integer- decision variables due to scenario propagation
Analytic Research Foundations For The Next Generation Electric Grid
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Author : National Academies of Sciences, Engineering, and Medicine
language : en
Publisher: National Academies Press
Release Date : 2016-04-15
Analytic Research Foundations For The Next Generation Electric Grid written by National Academies of Sciences, Engineering, and Medicine and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-15 with Mathematics categories.
Electricity is the lifeblood of modern society, and for the vast majority of people that electricity is obtained from large, interconnected power grids. However, the grid that was developed in the 20th century, and the incremental improvements made since then, including its underlying analytic foundations, is no longer adequate to completely meet the needs of the 21st century. The next-generation electric grid must be more flexible and resilient. While fossil fuels will have their place for decades to come, the grid of the future will need to accommodate a wider mix of more intermittent generating sources such as wind and distributed solar photovoltaics. Achieving this grid of the future will require effort on several fronts. There is a need for continued shorter-term engineering research and development, building on the existing analytic foundations for the grid. But there is also a need for more fundamental research to expand these analytic foundations. Analytic Research Foundations for the Next-Generation Electric Grid provide guidance on the longer-term critical areas for research in mathematical and computational sciences that is needed for the next-generation grid. It offers recommendations that are designed to help direct future research as the grid evolves and to give the nation's research and development infrastructure the tools it needs to effectively develop, test, and use this research.
Unit Commitment In Electric Energy Systems
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Author : Miguel F. Anjos
language : en
Publisher:
Release Date : 2017
Unit Commitment In Electric Energy Systems written by Miguel F. Anjos and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Electric power production categories.
The unit commitment problem is a fundamental problem in the electric power industry. The objective of unit commitment is to determine an optimal schedule for each generating unit so that the demand for electricity is met at minimum cost for the system as a whole. This tutorial presents the most relevant mathematical optimization models for the unit commitment problem. It is intended as a starting point for learning about this important problem, and thus only the key technical details are included. Likewise, we point out selected references instead of providing a comprehensive literature review of the area.
Electrical Power Unit Commitment
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Author : Yuping Huang
language : en
Publisher:
Release Date : 2017
Electrical Power Unit Commitment written by Yuping Huang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Electrical engineering categories.
Power Generation Operation And Control
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Author : Allen J. Wood
language : en
Publisher: John Wiley & Sons
Release Date : 2012-11-07
Power Generation Operation And Control written by Allen J. Wood and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-07 with Technology & Engineering categories.
A comprehensive text on the operation and control of power generation and transmission systems In the ten years since Allen J. Wood and Bruce F. Wollenberg presented their comprehensive introduction to the engineering and economic factors involved in operating and controlling power generation systems in electric utilities, the electric power industry has undergone unprecedented change. Deregulation, open access to transmission systems, and the birth of independent power producers have altered the structure of the industry, while technological advances have created a host of new opportunities and challenges. In Power Generation, Operation, and Control, Second Edition, Wood and Wollenberg bring professionals and students alike up to date on the nuts and bolts of the field. Continuing in the tradition of the first edition, they offer a practical, hands-on guide to theoretical developments and to the application of advanced operations research methods to realistic electric power engineering problems. This one-of-a-kind text also addresses the interaction between human and economic factors to prepare readers to make real-world decisions that go beyond the limits of mere technical calculations. The Second Edition features vital new material, including: * A computer disk developed by the authors to help readers solve complicated problems * Examination of Optimal Power Flow (OPF) * Treatment of unit commitment expanded to incorporate the Lagrange relaxation technique * Introduction to the use of bounding techniques and other contingency selection methods * Applications suited to the new, deregulated systems as well as to the traditional, vertically organized utilities company Wood and Wollenberg draw upon nearly 30 years of classroom testing to provide valuable data on operations research, state estimation methods, fuel scheduling techniques, and more. Designed for clarity and ease of use, this invaluable reference prepares industry professionals and students to meet the future challenges of power generation, operation, and control.
Interfaces
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Author :
language : en
Publisher:
Release Date : 2005
Interfaces written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Industrial management categories.
Seeks to improve communication between managers and professionals in OR/MS.
Or Models For Energy Policy Planning And Management
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Author :
language : en
Publisher:
Release Date : 2003
Or Models For Energy Policy Planning And Management written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
International Energy Journal
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Author :
language : en
Publisher:
Release Date : 2005
International Energy Journal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Energy development categories.