The Next Generation Of Electric Power Unit Commitment Models

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The Next Generation of Electric Power Unit Commitment Models

Author : Benjamin F. Hobbs,Michael H. Rothkopf,Richard P. O'Neill
Publisher : Unknown
Page : 332 pages
File Size : 47,5 Mb
Release : 2014-09-17
Category : Electronic
ISBN : 147577415X

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The Next Generation of Electric Power Unit Commitment Models by Benjamin F. Hobbs,Michael H. Rothkopf,Richard P. O'Neill Pdf

The Next Generation of Electric Power Unit Commitment Models

Author : Benjamin F. Hobbs,Michael H. Rothkopf,Richard P. O'Neill,Hung-po Chao
Publisher : Springer Science & Business Media
Page : 320 pages
File Size : 46,7 Mb
Release : 2006-04-11
Category : Business & Economics
ISBN : 9780306476631

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The Next Generation of Electric Power Unit Commitment Models by Benjamin F. Hobbs,Michael H. Rothkopf,Richard P. O'Neill,Hung-po Chao Pdf

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

Author : Yuping Huang,Panos M. Pardalos,Qipeng P. Zheng
Publisher : Springer
Page : 93 pages
File Size : 41,5 Mb
Release : 2017-01-13
Category : Business & Economics
ISBN : 9781493967681

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Electrical Power Unit Commitment by Yuping Huang,Panos M. Pardalos,Qipeng P. Zheng Pdf

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

Author : National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Board on Mathematical Sciences and Their Applications,Committee on Analytical Research Foundations for the Next-Generation Electric Grid
Publisher : National Academies Press
Page : 162 pages
File Size : 55,9 Mb
Release : 2016-04-15
Category : Mathematics
ISBN : 9780309392341

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Analytic Research Foundations for the Next-Generation Electric Grid by National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Board on Mathematical Sciences and Their Applications,Committee on Analytical Research Foundations for the Next-Generation Electric Grid Pdf

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.

Interfaces

Author : Anonim
Publisher : Unknown
Page : 622 pages
File Size : 53,7 Mb
Release : 2005
Category : Industrial management
ISBN : UOM:39015048080223

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Interfaces by Anonim Pdf

Seeks to improve communication between managers and professionals in OR/MS.

Proceedings of the ASME Turbo Expo ...

Author : Anonim
Publisher : Unknown
Page : 740 pages
File Size : 40,9 Mb
Release : 2005
Category : Gas-turbines
ISBN : UOM:39015058777312

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Proceedings of the ASME Turbo Expo ... by Anonim Pdf

Unit Commitment in Electric Energy Systems

Author : Miguel F. Anjos,Antonio J. Conejo
Publisher : Unknown
Page : 90 pages
File Size : 48,9 Mb
Release : 2017
Category : Electric power production
ISBN : 1680833715

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Unit Commitment in Electric Energy Systems by Miguel F. Anjos,Antonio J. Conejo Pdf

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.

Power Generation, Operation, and Control

Author : Allen J. Wood,Bruce F. Wollenberg
Publisher : John Wiley & Sons
Page : 590 pages
File Size : 42,8 Mb
Release : 2012-11-07
Category : Technology & Engineering
ISBN : 9781118585955

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Power Generation, Operation, and Control by Allen J. Wood,Bruce F. Wollenberg Pdf

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.

Restructured Electric Power Systems

Author : Xiao-Ping Zhang
Publisher : John Wiley & Sons
Page : 292 pages
File Size : 53,7 Mb
Release : 2010-10-15
Category : Technology & Engineering
ISBN : 9781118017074

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Restructured Electric Power Systems by Xiao-Ping Zhang Pdf

The latest practical applications of electricity market equilibrium models in analyzing electricity markets Electricity market deregulation is driving the power energy production from a monopolistic structure into a competitive market environment. The development of electricity markets has necessitated the need to analyze market behavior and power. Restructured Electric Power Systems reviews the latest developments in electricity market equilibrium models and discusses the application of such models in the practical analysis and assessment of electricity markets. Drawing upon the extensive involvement in the research and industrial development of the leading experts in the subject area, the book starts by explaining the current developments of electrical power systems towards smart grids and then relates the operation and control technologies to the aspects in electricity markets. It explores: The problems of electricity market behavior and market power Mathematical programs with equilibrium constraints (MPEC) and equilibrium problems with equilibrium constraints (EPEC) Tools and techniques for solving the electricity market equilibrium problems Various electricity market equilibrium models State-of-the-art techniques for computing the electricity market equilibrium problems The application of electricity market equilibrium models in assessing the economic benefits of transmission expansions for market environments, forward and spot markets, short-term power system security, and analysis of reactive power impact Also featured are computational resources to allow readers to develop algorithms on their own, as well as future research directions in modeling and computational techniques in electricity market analysis. Restructured Electric Power Systems is an invaluable reference for electrical engineers and power system economists from power utilities and for professors, postgraduate students, and undergraduate students in electrical power engineering, as well as those responsible for the design, engineering, research, and development of competitive electricity markets and electricity market policy.

Unit Commitment in Electric Energy Systems

Author : Miguel F. Anjos,Antonio J. Conejo
Publisher : Foundations and Trends in Electric Energy Systems
Page : 112 pages
File Size : 53,9 Mb
Release : 2017-12-18
Category : Electric power systems
ISBN : 1680833707

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Unit Commitment in Electric Energy Systems by Miguel F. Anjos,Antonio J. Conejo Pdf

The unit commitment problem is a fundamental problem in the electric power industry. It addresses a fundamental decision that is taken when operating a power system, namely to set the schedule of power production for each generating unit in the system so that the demand for electricity is met at minimum cost. The schedule must also ensure that each unit operates within its technical limits; these typically include ramping constraints and minimum uptime/downtime constraints. Units that are scheduled to produce electricity during a given time period are said to be committed for that period. Unit Commitment in Electric Energy Systems presents the most relevant mathematical optimization models for the unit commitment problem. It is an ideal starting reference for practitioner and researchers interested in this important and challenging problem, as it introduces the key technical details and summarizing their significance.

Naval Research Logistics

Author : Anonim
Publisher : Unknown
Page : 536 pages
File Size : 49,5 Mb
Release : 2006
Category : Electronic journals
ISBN : UOM:39015049160446

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Naval Research Logistics by Anonim Pdf

Sci-tech News

Author : Anonim
Publisher : Unknown
Page : 312 pages
File Size : 53,8 Mb
Release : 2002
Category : Library science
ISBN : UOM:39015082972418

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Sci-tech News by Anonim Pdf

Directory of Published Proceedings

Author : Anonim
Publisher : Unknown
Page : 62 pages
File Size : 54,6 Mb
Release : 2002
Category : Humanities
ISBN : UOM:39015076219610

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Directory of Published Proceedings by Anonim Pdf

McGraw-Hill Encyclopedia of Energy

Author : Sybil P. Parker
Publisher : New York : McGraw-Hill Book Company
Page : 856 pages
File Size : 51,9 Mb
Release : 1981
Category : Power (Mechanics)
ISBN : UOM:39015011157289

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McGraw-Hill Encyclopedia of Energy by Sybil P. Parker Pdf

Energy perspectives; Energy technology.