Applications Of Modern Heuristic Optimization Methods In Power And Energy Systems

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Applications of Modern Heuristic Optimization Methods in Power and Energy Systems

Kwang Y. Lee,Zita A. Vale
Applications of Modern Heuristic Optimization Methods in Power and Energy Systems Book PDF

Author : Kwang Y. Lee,Zita A. Vale
Publisher : John Wiley & Sons
Page : 896 pages
File Size : 44,7 Mb
Release : 2020-04-14
Category : Science
ISBN : 9781119602293

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Applications of Modern Heuristic Optimization Methods in Power and Energy Systems by Kwang Y. Lee,Zita A. Vale Pdf

Reviews state-of-the-art technologies in modern heuristic optimization techniques and presents case studies showing how they have been applied in complex power and energy systems problems Written by a team of international experts, this book describes the use of metaheuristic applications in the analysis and design of electric power systems. This includes a discussion of optimum energy and commitment of generation (nonrenewable & renewable) and load resources during day-to-day operations and control activities in regulated and competitive market structures, along with transmission and distribution systems. Applications of Modern Heuristic Optimization Methods in Power and Energy Systems begins with an introduction and overview of applications in power and energy systems before moving on to planning and operation, control, and distribution. Further chapters cover the integration of renewable energy and the smart grid and electricity markets. The book finishes with final conclusions drawn by the editors. Applications of Modern Heuristic Optimization Methods in Power and Energy Systems: Explains the application of differential evolution in electric power systems' active power multi-objective optimal dispatch Includes studies of optimization and stability in load frequency control in modern power systems Describes optimal compliance of reactive power requirements in near-shore wind power plants Features contributions from noted experts in the field Ideal for power and energy systems designers, planners, operators, and consultants, Applications of Modern Heuristic Optimization Methods in Power and Energy Systems will also benefit engineers, software developers, researchers, academics, and students.

Modern Heuristic Optimization Techniques

Kwang Y. Lee,Mohamed A. El-Sharkawi
Modern Heuristic Optimization Techniques Book PDF

Author : Kwang Y. Lee,Mohamed A. El-Sharkawi
Publisher : John Wiley & Sons
Page : 616 pages
File Size : 54,9 Mb
Release : 2008-01-28
Category : Technology & Engineering
ISBN : 9780470225851

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Modern Heuristic Optimization Techniques by Kwang Y. Lee,Mohamed A. El-Sharkawi Pdf

This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.

Classical and Recent Aspects of Power System Optimization

Ahmed F. F. Zobaa,Shady H.E Abdel Aleem,Almoataz Youssef Abdelaziz
Classical and Recent Aspects of Power System Optimization Book PDF

Author : Ahmed F. F. Zobaa,Shady H.E Abdel Aleem,Almoataz Youssef Abdelaziz
Publisher : Academic Press
Page : 586 pages
File Size : 55,9 Mb
Release : 2018-06-29
Category : Technology & Engineering
ISBN : 9780128124420

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Classical and Recent Aspects of Power System Optimization by Ahmed F. F. Zobaa,Shady H.E Abdel Aleem,Almoataz Youssef Abdelaziz Pdf

Classical and Recent Aspects of Power System Optimization presents conventional and meta-heuristic optimization methods and algorithms for power system studies. The classic aspects of optimization in power systems, such as optimal power flow, economic dispatch, unit commitment and power quality optimization are covered, as are issues relating to distributed generation sizing, allocation problems, scheduling of renewable resources, energy storage, power reserve based problems, efficient use of smart grid capabilities, and protection studies in modern power systems. The book brings together innovative research outcomes, programs, algorithms and approaches that consolidate the present state and future challenges for power. Analyzes and compares several aspects of optimization for power systems which has never been addressed in one reference Details real-life industry application examples for each chapter (e.g. energy storage and power reserve problems) Provides practical training on theoretical developments and application of advanced methods for optimum electrical energy for realistic engineering problems

Optimization of Power System Operation

Jizhong Zhu
Optimization of Power System Operation Book PDF

Author : Jizhong Zhu
Publisher : John Wiley & Sons
Page : 664 pages
File Size : 44,9 Mb
Release : 2016-12-08
Category : Technology & Engineering
ISBN : 9781118993361

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Optimization of Power System Operation by Jizhong Zhu Pdf

Optimization of Power System Operation, 2nd Edition, offers a practical, hands-on guide to theoretical developments and to the application of advanced optimization methods to realistic electric power engineering problems. The book includes: New chapter on Application of Renewable Energy, and a new chapter on Operation of Smart Grid New topics include wheeling model, multi-area wheeling, and the total transfer capability computation in multiple areas Continues to provide engineers and academics with a complete picture of the optimization of techniques used in modern power system operation

Optimization of Power System Problems

Mahmoud Pesaran Hajiabbas,Behnam Mohammadi-Ivatloo
Optimization of Power System Problems Book PDF

Author : Mahmoud Pesaran Hajiabbas,Behnam Mohammadi-Ivatloo
Publisher : Springer Nature
Page : 386 pages
File Size : 43,7 Mb
Release : 2020-01-06
Category : Technology & Engineering
ISBN : 9783030340506

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Optimization of Power System Problems by Mahmoud Pesaran Hajiabbas,Behnam Mohammadi-Ivatloo Pdf

This book presents integrated optimization methods and algorithms for power system problems along with their codes in MATLAB. Providing a reliable and secure power and energy system is one of the main challenges of the new era. Due to the nonlinear multi-objective nature of these problems, the traditional methods are not suitable approaches for solving large-scale power system operation dilemmas. The integration of optimization algorithms into power systems has been discussed in several textbooks, but this is the first to include the integration methods and the developed codes. As such, it is a useful resource for undergraduate and graduate students, researchers and engineers trying to solve power and energy optimization problems using modern technical and intelligent systems based on theory and application case studies. It is expected that readers have a basic mathematical background.

Genetic Optimization Techniques for Sizing and Management of Modern Power Systems

Juan Miguel Lujano Rojas,Rodolfo Dufo Lopez,Jose Antonio Dominguez Navarro
Genetic Optimization Techniques for Sizing and Management of Modern Power Systems Book PDF

Author : Juan Miguel Lujano Rojas,Rodolfo Dufo Lopez,Jose Antonio Dominguez Navarro
Publisher : Elsevier
Page : 352 pages
File Size : 53,5 Mb
Release : 2022-09-28
Category : Technology & Engineering
ISBN : 9780128242063

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Genetic Optimization Techniques for Sizing and Management of Modern Power Systems by Juan Miguel Lujano Rojas,Rodolfo Dufo Lopez,Jose Antonio Dominguez Navarro Pdf

Genetic Optimization Techniques for Sizing and Management of Modern Power Systems explores the design and management of energy systems using a genetic algorithm as the primary optimization technique. Coverage ranges across topics related to resource estimation and energy systems simulation. Chapters address the integration of distributed generation, the management of electric vehicle charging, and microgrid dimensioning for resilience enhancement with detailed discussion and solutions using parallel genetic algorithms. The work is suitable for researchers and practitioners working in power systems optimization requiring information for systems planning purposes, seeking knowledge on mathematical models available for simulation and assessment, and relevant applications in energy policy. Presents a range of essential techniques for using genetic algorithms in power system analysis, includingeconomic dispatch, forecasting, and optimal power fl ow, among other topics. Addresses relevant optimization problems, such as neural network training and clustering analysis, usinggenetic algorithms. Discusses clearly and straightforwardly the implementation of genetic algorithms and its combination withother heuristic techniques. Describes the iHOGA® and MHOGA® commercial tools, which utilize genetic algorithms for designingand managing energy systems based on renewable energies.

Mathematical Programming for Power Systems Operation

Alejandro Garcés
Mathematical Programming for Power Systems Operation Book PDF

Author : Alejandro Garcés
Publisher : John Wiley & Sons
Page : 293 pages
File Size : 51,6 Mb
Release : 2021-12-01
Category : Science
ISBN : 9781119747284

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Mathematical Programming for Power Systems Operation by Alejandro Garcés Pdf

Explore the theoretical foundations and real-world power system applications of convex programming In Mathematical Programming for Power System Operation with Applications in Python, Professor Alejandro Garces delivers a comprehensive overview of power system operations models with a focus on convex optimization models and their implementation in Python. Divided into two parts, the book begins with a theoretical analysis of convex optimization models before moving on to related applications in power systems operations. The author eschews concepts of topology and functional analysis found in more mathematically oriented books in favor of a more natural approach. Using this perspective, he presents recent applications of convex optimization in power system operations problems. Mathematical Programming for Power System Operation with Applications in Python uses Python and CVXPY as tools to solve power system optimization problems and includes models that can be solved with the presented framework. The book also includes: A thorough introduction to power system operation, including economic and environmental dispatch, optimal power flow, and hosting capacity Comprehensive explorations of the mathematical background of power system operation, including quadratic forms and norms and the basic theory of optimization Practical discussions of convex functions and convex sets, including affine and linear spaces, politopes, balls, and ellipsoids In-depth examinations of convex optimization, including global optimums, and first and second order conditions Perfect for undergraduate students with some knowledge in power systems analysis, generation, or distribution, Mathematical Programming for Power System Operation with Applications in Python is also an ideal resource for graduate students and engineers practicing in the area of power system optimization.

Decision Making Applications in Modern Power Systems

Shady H.E. Abdel Aleem,Almoataz Youssef Abdelaziz,Ahmed F. Zobaa,Ramesh Bansal
Decision Making Applications in Modern Power Systems Book PDF

Author : Shady H.E. Abdel Aleem,Almoataz Youssef Abdelaziz,Ahmed F. Zobaa,Ramesh Bansal
Publisher : Academic Press
Page : 576 pages
File Size : 52,7 Mb
Release : 2019-09-21
Category : Science
ISBN : 9780128166260

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Decision Making Applications in Modern Power Systems by Shady H.E. Abdel Aleem,Almoataz Youssef Abdelaziz,Ahmed F. Zobaa,Ramesh Bansal Pdf

Decision Making Applications in Modern Power Systems presents an enhanced decision-making framework for power systems. Designed as an introduction to enhanced electricity system analysis using decision-making tools, it provides an overview of the different elements, levels and actors involved within an integrated framework for decision-making in the power sector. In addition, it presents a state-of-play on current energy systems, strategies, alternatives, viewpoints and priorities in support of decision-making in the electric power sector, including discussions of energy storage and smart grids. As a practical training guide on theoretical developments and the application of advanced methods for practical electrical energy engineering problems, this reference is ideal for use in establishing medium-term and long-term strategic plans for the electric power and energy sectors. Provides panoramic coverage of state-of-the-art energy systems, strategies and priorities in support of electrical power decision-making Introduces innovative research outcomes, programs, algorithms and approaches to address challenges in understanding, creating and managing complex techno-socio-economic engineering systems Includes practical training on theoretical developments and the application of advanced methods for realistic electrical energy engineering problems

Optimization in the Energy Industry

Josef Kallrath,Panos M. Pardalos,Steffen Rebennack,Max Scheidt
Optimization in the Energy Industry Book PDF

Author : Josef Kallrath,Panos M. Pardalos,Steffen Rebennack,Max Scheidt
Publisher : Springer Science & Business Media
Page : 537 pages
File Size : 54,7 Mb
Release : 2008-12-25
Category : Mathematics
ISBN : 9783540889656

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Optimization in the Energy Industry by Josef Kallrath,Panos M. Pardalos,Steffen Rebennack,Max Scheidt Pdf

This book offers a broad, in-depth overview that reflects the requirements, possibilities and limits of mathematical optimization and, especially, stochastic optimization in the energy industry.

Handbook of Optimization in Electric Power Distribution Systems

Mariana Resener,Steffen Rebennack,Panos M. Pardalos,Sérgio Haffner
Handbook of Optimization in Electric Power Distribution Systems Book PDF

Author : Mariana Resener,Steffen Rebennack,Panos M. Pardalos,Sérgio Haffner
Publisher : Springer Nature
Page : 382 pages
File Size : 51,6 Mb
Release : 2020-02-24
Category : Business & Economics
ISBN : 9783030361150

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Handbook of Optimization in Electric Power Distribution Systems by Mariana Resener,Steffen Rebennack,Panos M. Pardalos,Sérgio Haffner Pdf

This handbook gathers state-of-the-art research on optimization problems in power distribution systems, covering classical problems as well as the challenges introduced by distributed power generation and smart grid resources. It also presents recent models, solution techniques and computational tools to solve planning problems for power distribution systems and explains how to apply them in distributed and variable energy generation resources. As such, the book therefore is a valuable tool to leverage the expansion and operation planning of electricity distribution networks.

Handbook of Research on Power and Energy System Optimization

Kumar, Pawan,Singh, Surjit,Ali, Ikbal,Ustun, Taha Selim
Handbook of Research on Power and Energy System Optimization Book PDF

Author : Kumar, Pawan,Singh, Surjit,Ali, Ikbal,Ustun, Taha Selim
Publisher : IGI Global
Page : 746 pages
File Size : 54,6 Mb
Release : 2018-03-16
Category : Technology & Engineering
ISBN : 9781522539360

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Handbook of Research on Power and Energy System Optimization by Kumar, Pawan,Singh, Surjit,Ali, Ikbal,Ustun, Taha Selim Pdf

In recent years, the development of advanced structures for providing sustainable energy has been a topic at the forefront of public and political conversation. Many are looking for advancements on pre-existing sources and new and viable energy options to maintain a modern lifestyle. The Handbook of Research on Power and Energy System Optimization is a critical scholarly resource that examines the usage of energy in relation to the perceived standard of living within a country and explores the importance of energy structure augmentation. Featuring coverage on a wide range of topics including energy management, micro-grid, and distribution generation, this publication is targeted towards researchers, academicians, and students seeking relevant research on the augmentation of current energy structures to support existing standards of living.

Metaheuristic Optimization in Power Engineering

Jordan Radosavljević
Metaheuristic Optimization in Power Engineering Book PDF

Author : Jordan Radosavljević
Publisher : Unknown
Page : 517 pages
File Size : 49,8 Mb
Release : 2018
Category : Energy industries
ISBN : 1523117184

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Metaheuristic Optimization in Power Engineering by Jordan Radosavljević Pdf

This book describes the principles of solving various problems in power engineering via the application of selected metaheuristic optimization methods including genetic algorithms, particle swarm optimization, and the gravitational search algorithm.

Adaptive Stochastic Optimization Techniques with Applications

James A. Momoh
Adaptive Stochastic Optimization Techniques with Applications Book PDF

Author : James A. Momoh
Publisher : CRC Press
Page : 377 pages
File Size : 49,9 Mb
Release : 2015-12-02
Category : Business & Economics
ISBN : 9781498782449

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Adaptive Stochastic Optimization Techniques with Applications by James A. Momoh Pdf

Adaptive Stochastic Optimization Techniques with Applications provides a single, convenient source for state-of-the-art information on optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic optimization, decision analysis, intelligent systems, evolutionary pro

Optimization Methods Applied to Power Systems

Francisco G. Montoya,Raúl Baños Navarro
Optimization Methods Applied to Power Systems Book PDF

Author : Francisco G. Montoya,Raúl Baños Navarro
Publisher : MDPI
Page : 382 pages
File Size : 42,7 Mb
Release : 2019-07-26
Category : Technology & Engineering
ISBN : 9783039211302

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Optimization Methods Applied to Power Systems by Francisco G. Montoya,Raúl Baños Navarro Pdf

This book presents an interesting sample of the latest advances in optimization techniques applied to electrical power engineering. It covers a variety of topics from various fields, ranging from classical optimization such as Linear and Nonlinear Programming and Integer and Mixed-Integer Programming to the most modern methods based on bio-inspired metaheuristics. The featured papers invite readers to delve further into emerging optimization techniques and their real application to case studies such as conventional and renewable energy generation, distributed generation, transport and distribution of electrical energy, electrical machines and power electronics, network optimization, intelligent systems, advances in electric mobility, etc.

Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance

Vasant, Pandian M.
Meta Heuristics Optimization Algorithms in Engineering Business Economics and Finance Book PDF

Author : Vasant, Pandian M.
Publisher : IGI Global
Page : 735 pages
File Size : 41,7 Mb
Release : 2012-09-30
Category : Computers
ISBN : 9781466620872

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Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance by Vasant, Pandian M. Pdf

Optimization techniques have developed into a significant area concerning industrial, economics, business, and financial systems. With the development of engineering and financial systems, modern optimization has played an important role in service-centered operations and as such has attracted more attention to this field. Meta-heuristic hybrid optimization is a newly development mathematical framework based optimization technique. Designed by logicians, engineers, analysts, and many more, this technique aims to study the complexity of algorithms and problems. Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance explores the emerging study of meta-heuristics optimization algorithms and methods and their role in innovated real world practical applications. This book is a collection of research on the areas of meta-heuristics optimization algorithms in engineering, business, economics, and finance and aims to be a comprehensive reference for decision makers, managers, engineers, researchers, scientists, financiers, and economists as well as industrialists.