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Genetic Optimization Techniques for Sizing and Management of Modern Power Systems

Genetic Optimization Techniques for Sizing and Management of Modern Power Systems
Author: Juan Miguel Lujano Rojas
Publisher: Elsevier
Total Pages: 352
Release: 2022-09-28
Genre: Technology & Engineering
ISBN: 012824206X

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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.


Modern Optimization Techniques with Applications in Electric Power Systems

Modern Optimization Techniques with Applications in Electric Power Systems
Author: Soliman Abdel-Hady Soliman
Publisher: Springer
Total Pages: 414
Release: 2014-03-03
Genre: Mathematics
ISBN: 9781489989796

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This book presents the application of some AI related optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing, Tabu-search, Genetic algorithms and fuzzy systems for the optimization of power systems is discussed in detail. Preliminary mathematical concepts are presented before moving to more advanced material. Researchers and graduate students will benefit from this book. Engineers working in utility companies, operations and control, and resource management will also find this book useful. ​


Classical and Recent Aspects of Power System Optimization

Classical and Recent Aspects of Power System Optimization
Author: Ahmed F. F. Zobaa
Publisher: Academic Press
Total Pages: 586
Release: 2018-06-29
Genre: Technology & Engineering
ISBN: 0128124423

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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 Methods Applied to Power Systems

Optimization Methods Applied to Power Systems
Author: Francisco G. Montoya
Publisher: MDPI
Total Pages: 382
Release: 2019-07-26
Genre: Technology & Engineering
ISBN: 3039211307

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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.


Hydrogen Fuel Cell Technology for Mobile Applications

Hydrogen Fuel Cell Technology for Mobile Applications
Author: Felseghi, Raluca Andreea
Publisher: IGI Global
Total Pages: 334
Release: 2023-07-03
Genre: Technology & Engineering
ISBN: 1668467232

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Today, hydrogen is recognized as a non-polluting energy carrier because it does not contribute to global warming if it is produced from renewable sources. Hydrogen, focusing on the fact that hydrogen can be obtained from a wide range of primary energies, is the only secondary vector that lends itself to a wider application on the market. With the development of fuel cells, hydrogen-based energy generation becomes a reality, with hydrogen becoming an energy alternative worldwide. Because hydrogen can be produced from a wide range of primary energies and can be consumed in an increasing number of applications, it will become an energy center just as electricity is today. The world is on a brink of a new era characterized by advanced technologies and new fuels. Hydrogen Fuel Cell Technology for Mobile Applications addresses the use of fuel cell technology for a sustainable future of mobile applications. The book presents the latest state-of-the-art research results and methodologies addressing the top concerns in the area of hydrogen fuel cell technology for mobile applications. Covering topics such as clean transportation, hydrogen safety issues, and performance improvement, this premier reference source is an excellent resource for scientists, fuel cell manufacturers, engineers, students and educators of higher education, researchers, and academicians.


Reliability Analysis of Modern Power Systems

Reliability Analysis of Modern Power Systems
Author: R. K. Saket
Publisher: John Wiley & Sons
Total Pages: 581
Release: 2024-09-04
Genre: Technology & Engineering
ISBN: 1394226748

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A reader-friendly introduction to reliability analysis and its power systems applications The subset of probability theory known as reliability theory analyzes the likelihood of failure in a given component or system under given conditions. It is a critical aspect of engineering as it concerns systems of all kinds, not least modern power systems, with their essential role in sustaining the technologies on which modern life relies. Reliability Analysis of Modern Power Systems is a thorough, accessible book introducing the core concepts of reliability theory as they apply to power systems engineering, as well as the advanced technologies currently driving new frontiers in reliability analysis. It is a must-own for anyone looking to understand and improve the systems that power our world. Readers will also find: Detailed discussion of reliability modeling and simulation of composite systems using Typhoon HIL 404 Reliability assessment of generation systems, transmission systems, distribution systems, and more Information on renewable energy integration for more sustainable power grids Reliability Analysis of Modern Power Systems is ideal for professionals, engineers, and researchers in power system design and reliability engineering, as well as for advanced undergraduate and graduate students in these and related subjects.


Optimization Methods Applied to Power Systems

Optimization Methods Applied to Power Systems
Author: Francisco G. Montoya
Publisher: MDPI
Total Pages: 306
Release: 2019-07-26
Genre: Technology & Engineering
ISBN: 3039211560

Download Optimization Methods Applied to Power Systems Book in PDF, ePub and Kindle

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.


Power Quality and Harmonics Management in Modern Power Systems

Power Quality and Harmonics Management in Modern Power Systems
Author: Muhyaddin Rawa
Publisher: BoD – Books on Demand
Total Pages: 190
Release: 2024-06-05
Genre: Technology & Engineering
ISBN: 1837698171

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This book comprehensively tackles the challenges and solutions related to power quality and harmonics management in modern power systems. It covers many topics, beginning with the significance of maintaining power quality in the presence of distributed generation and power electronic-based technologies. It explores the impact of nonlinear loads and novel equipment on power quality and emphasizes its significance in a competitive energy environment. The book also discusses renewable-based distributed generation and hosting capacity studies. Another key focus of the book is the impact of harmonics on electrical networks. It highlights the consequences of harmonics generated by electronic devices and emphasizes the need for control and mitigation measures. The distinction between linear and nonlinear loads is explained, and fundamental indicators of electrical harmonics are discussed. The book provides insights into frequency domain models of nonlinear loads in power systems, emphasizing the importance of understanding and modeling harmonics. It also evaluates the effectiveness of active filters in mitigating power system harmonics and explores the performance efficiency of the shunt hybrid system. Furthermore, the book offers a multidisciplinary perspective on energy security in the face of climate change and growing uncertainties. It examines energy security from various angles and advocates for integrating resilience thinking into energy security policies. Finally, this book provides a foundation for understanding and addressing the challenges associated with power quality and harmonics in modern power systems, offering practical approaches and solutions to enhance system performance and reliability.


Modern Heuristic Optimization Techniques

Modern Heuristic Optimization Techniques
Author: Kwang Y. Lee
Publisher: John Wiley & Sons
Total Pages: 616
Release: 2008-01-28
Genre: Technology & Engineering
ISBN: 0470225858

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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.


Uncertainties in Modern Power Systems

Uncertainties in Modern Power Systems
Author: Ahmed F. Zobaa
Publisher: Academic Press
Total Pages: 718
Release: 2020-10-26
Genre: Technology & Engineering
ISBN: 0128208937

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Uncertainties in Modern Power Systems combines several aspects of uncertainty management in power systems at the planning and operation stages within an integrated framework. This book provides the state-of-the-art in electric network planning, including time-scales, reliability, quality, optimal allocation of compensators and distributed generators, mathematical formulation, and search algorithms. The book introduces innovative research outcomes, programs, algorithms, and approaches that consolidate the present status and future opportunities and challenges of power systems. The book also offers a comprehensive description of the overall process in terms of understanding, creating, data gathering, and managing complex electrical engineering applications with uncertainties. This reference is useful for researchers, engineers, and operators in power distribution systems. Includes innovative research outcomes, programs, algorithms, and approaches that consolidate current status and future of modern power systems Discusses how uncertainties will impact on the performance of power systems Offers solutions to significant challenges in power systems planning to achieve the best operational performance of the different electric power sectors