Computational Intelligence In Power Engineering

Author : Ajith Abraham,Swagatam Das
Publisher : Springer
Page : 384 pages
File Size : 49,8 Mb
Release : 2010-09-08
Category : Technology & Engineering
ISBN : 9783642140136

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Computational Intelligence in Power Engineering by Ajith Abraham,Swagatam Das Pdf

Computational Intelligence (CI) is one of the most important powerful tools for research in the diverse fields of engineering sciences ranging from traditional fields of civil, mechanical engineering to vast sections of electrical, electronics and computer engineering and above all the biological and pharmaceutical sciences. The existing field has its origin in the functioning of the human brain in processing information, recognizing pattern, learning from observations and experiments, storing and retrieving information from memory, etc. In particular, the power industry being on the verge of epoch changing due to deregulation, the power engineers require Computational intelligence tools for proper planning, operation and control of the power system. Most of the CI tools are suitably formulated as some sort of optimization or decision making problems. These CI techniques provide the power utilities with innovative solutions for efficient analysis, optimal operation and control and intelligent decision making. This edited volume deals with different CI techniques for solving real world Power Industry problems. The technical contents will be extremely helpful for the researchers as well as the practicing engineers in the power industry.

Author : Bijaya Ketan Panigrahi,Ajith Abraham,Swagatam Das
Publisher : Springer Science & Business Media
Page : 385 pages
File Size : 44,6 Mb
Release : 2010-09-20
Category : Computers
ISBN : 9783642140129

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Computational Intelligence in Power Engineering by Bijaya Ketan Panigrahi,Ajith Abraham,Swagatam Das Pdf

This volume deals with different computational intelligence (CI) techniques for solving real world power industry problems. It will be extremely helpful for the researchers as well as the practicing engineers in the power industry.

Author : Ajith Abraham,Swagatam Das
Publisher : Unknown
Page : 392 pages
File Size : 48,5 Mb
Release : 2010-09-16
Category : Electronic
ISBN : 3642140149

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Computational Intelligence in Power Engineering by Ajith Abraham,Swagatam Das Pdf

Author : Khalid, Saifullah
Publisher : IGI Global
Page : 388 pages
File Size : 48,8 Mb
Release : 2020-03-27
Category : Technology & Engineering
ISBN : 9781799827207

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Applications of Artificial Intelligence in Electrical Engineering by Khalid, Saifullah Pdf

Artificial intelligence is increasingly finding its way into industrial and manufacturing contexts. The prevalence of AI in industry from stock market trading to manufacturing makes it easy to forget how complex artificial intelligence has become. Engineering provides various current and prospective applications of these new and complex artificial intelligence technologies. Applications of Artificial Intelligence in Electrical Engineering is a critical research book that examines the advancing developments in artificial intelligence with a focus on theory and research and their implications. Highlighting a wide range of topics such as evolutionary computing, image processing, and swarm intelligence, this book is essential for engineers, manufacturers, technology developers, IT specialists, managers, academicians, researchers, computer scientists, and students.

Author : Vassilis S. Kodogiannis
Publisher : Unknown
Page : 116 pages
File Size : 49,5 Mb
Release : 2019
Category : Engineering (General). Civil engineering (General)
ISBN : 3039217615

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Applications of Computational Intelligence to Power Systems by Vassilis S. Kodogiannis Pdf

Electric power systems around the world are changing in terms of structure, operation, management and ownership due to technical, financial, and ideological reasons. Power systems keep on expanding in terms of geographical areas, asset additions, and the penetration of new technologies in generation, transmission, and distribution. The conventional methods for solving the power system design, planning, operation, and control problems have been extensively used for different applications, but these methods suffer from several difficulties, thus providing suboptimal solutions. Computationally intelligent methods can offer better solutions for several conditions and are being widely applied in electrical engineering applications. This Special Issue represents a thorough treatment of computational intelligence from an electrical power system engineer's perspective. Thorough, well-organised, and up-to-date, it examines in detail some of the important aspects of this very exciting and rapidly emerging technology, including machine learning, particle swarm optimization, genetic algorithms, and deep learning systems. Written in a concise and flowing manner by experts in the area of electrical power systems who have experience in the application of computational intelligence for solving many complex and difficult power system problems, this Special Issue is ideal for professional engineers and postgraduate students entering this exciting field.

Author : Kevin Warwick,Arthur Ekwue,Raj Aggarwal,Institution of Electrical Engineers
Publisher : IET
Page : 324 pages
File Size : 50,7 Mb
Release : 1997
Category : Computers
ISBN : 0852968973

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Artificial Intelligence Techniques in Power Systems by Kevin Warwick,Arthur Ekwue,Raj Aggarwal,Institution of Electrical Engineers Pdf

The intention of this book is to give an introduction to, and an overview of, the field of artificial intelligence techniques in power systems, with a look at various application studies.

Author : Vassilis S. Kodogiannis
Publisher : MDPI
Page : 116 pages
File Size : 51,9 Mb
Release : 2019-11-08
Category : Technology & Engineering
ISBN : 9783039217601

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Applications of Computational Intelligence to Power Systems by Vassilis S. Kodogiannis Pdf

Electric power systems around the world are changing in terms of structure, operation, management and ownership due to technical, financial, and ideological reasons. Power systems keep on expanding in terms of geographical areas, asset additions, and the penetration of new technologies in generation, transmission, and distribution. The conventional methods for solving the power system design, planning, operation, and control problems have been extensively used for different applications, but these methods suffer from several difficulties, thus providing suboptimal solutions. Computationally intelligent methods can offer better solutions for several conditions and are being widely applied in electrical engineering applications. This Special Issue represents a thorough treatment of computational intelligence from an electrical power system engineer’s perspective. Thorough, well-organised, and up-to-date, it examines in detail some of the important aspects of this very exciting and rapidly emerging technology, including machine learning, particle swarm optimization, genetic algorithms, and deep learning systems. Written in a concise and flowing manner by experts in the area of electrical power systems who have experience in the application of computational intelligence for solving many complex and difficult power system problems, this Special Issue is ideal for professional engineers and postgraduate students entering this exciting field.

Author : Mircea Eremia,Chen-Ching Liu,Abdel-Aty Edris
Publisher : John Wiley & Sons
Page : 1072 pages
File Size : 42,8 Mb
Release : 2016-09-27
Category : Science
ISBN : 9781119175353

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Advanced Solutions in Power Systems by Mircea Eremia,Chen-Ching Liu,Abdel-Aty Edris Pdf

Provides insight on both classical means and new trends in the application of power electronic and artificial intelligence techniques in power system operation and control This book presents advanced solutions for power system controllability improvement, transmission capability enhancement and operation planning. The book is organized into three parts. The first part describes the CSC-HVDC and VSC-HVDC technologies, the second part presents the FACTS devices, and the third part refers to the artificial intelligence techniques. All technologies and tools approached in this book are essential for power system development to comply with the smart grid requirements. Discusses detailed operating principles and diagrams, theory of modeling, control strategies and physical installations around the world of HVDC and FACTS systems Covers a wide range of Artificial Intelligence techniques that are successfully applied for many power system problems, from planning and monitoring to operation and control Each chapter is carefully edited, with drawings and illustrations that helps the reader to easily understand the principles of operation or application Advanced Solutions in Power Systems: HVDC, FACTS, and Artificial Intelligence is written for graduate students, researchers in transmission and distribution networks, and power system operation. This book also serves as a reference for professional software developers and practicing engineers.

Author : J.R. McDonald,Stephen McArthur,Graeme Burt,Jerry Zielinski
Publisher : Springer Science & Business Media
Page : 233 pages
File Size : 48,7 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461563877

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Intelligent knowledge based systems in electrical power engineering by J.R. McDonald,Stephen McArthur,Graeme Burt,Jerry Zielinski Pdf

Intelligent Knowledge Based Systems in Electrical Power Engineering details how intelligent applications can be used in the power industry. The book gives a general and historical overview of intelligent knowledge based systems (IKBS) and artificial intelligence (AI) and a broad analysis of the application of these techniques in the electrical power industry. It includes chapters on forecasting and planning in power systems, design of electrical plant and systems, IKBS in condition monitoring, alarm processing, event and fault diagnosis and an analysis of future trends in IKBS for power engineering. No previous knowledge of IKBS is assumed, but an appreciation of electrical transmission and distribution systems would be useful.

Author : Loi Lei Lai
Publisher : John Wiley & Sons
Page : 298 pages
File Size : 50,7 Mb
Release : 1998-09-16
Category : Computers
ISBN : UOM:39015045698506

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Intelligent System Applications in Power Engineering by Loi Lei Lai Pdf

Cutting-edge research indicates that evolutionary programming is set to emerge as the dominant optimisation technique in the fast-changing power industry. Combining theory and practice, Intelligent System Applications in Power Engineering capitalises on the potential of neural networks and evolutionary computation to resolve real-world power engineering problems such as load forecasting, power system operation and planning optimisation. Unlike existing optimisation methods, these novel computational intelligence techniques provide power utilities with innovative solutions for improved performance. Features include: Introduction to evolutionary programming and neural networks serving as a foundation for later discussion of the benefits of hybrid systems Practical application of evolutionary programming to reactive power planning and dispatch for speedy, cost-effective increases in transmission capacity plus generator parameter estimation Examination of economic dispatch, power flow control in FACTS and co-generation scheduling and fault diagnosis for HVDC systems and transformers Consideration of power frequency and harmonic evaluation to maximise supply quality Employment of distance protection, faulty section estimation and calculation of fault clearing time for transient stability assessment Graduate students in electric power engineering will value Lai?s broad coverage of the applications of evolutionary programming and neural networks in the field. This unique reference will be a boon to engineers, computer application specialists, consultants and utility managers wishing to understand the benefits intelligent systems can bring to the power industry.

Author : W.H. Tang,Q.H. Wu
Publisher : Springer Science & Business Media
Page : 210 pages
File Size : 51,6 Mb
Release : 2011-01-19
Category : Technology & Engineering
ISBN : 9780857290526

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Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence by W.H. Tang,Q.H. Wu Pdf

In recent years, rapid changes and improvements have been witnessed in the field of transformer condition monitoring and assessment, especially with the advances in computational intelligence techniques. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence applies a broad range of computational intelligence techniques to deal with practical transformer operation problems. The approaches introduced are presented in a concise and flowing manner, tackling complex transformer modelling problems and uncertainties occurring in transformer fault diagnosis. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence covers both the fundamental theories and the most up-to-date research in this rapidly changing field. Many examples have been included that use real-world measurements and realistic operating scenarios of power transformers to fully illustrate the use of computational intelligence techniques for a variety of transformer modelling and fault diagnosis problems. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence is a useful book for professional engineers and postgraduate students. It also provides a firm foundation for advanced undergraduate students in power engineering.

Author : Yong-Hua Song,Allan Johns,Raj Aggarwal
Publisher : Springer
Page : 0 pages
File Size : 46,9 Mb
Release : 2010-12-04
Category : Technology & Engineering
ISBN : 9048147115

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Computational Intelligence Applications to Power Systems by Yong-Hua Song,Allan Johns,Raj Aggarwal Pdf

This book represents a thoroughly comprehensive treatment of computational intelligence from an electrical power system engineer's perspective. Thorough, well-organised and up-to-date, it examines in some detail all the important aspects of this very exciting and rapidly emerging technology, including: expert systems, fuzzy logic, artificial neural networks, genetic algorithms and hybrid systems. Written in a concise and flowing manner, by experts in the area of electrical power systems who have had many years of experience in the application of computational intelligence for solving many complex and onerous power system problems, this book is ideal for professional engineers and postgraduate students entering this exciting field. This book would also provide a good foundation for senior undergraduate students entering into their final year of study.

Author : Zhengbing Hu,Bo Wang,Sergey Petoukhov,Matthew He
Publisher : Springer Nature
Page : 244 pages
File Size : 55,9 Mb
Release : 2021-07-01
Category : Technology & Engineering
ISBN : 9783030805319

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Advances in Artificial Systems for Power Engineering by Zhengbing Hu,Bo Wang,Sergey Petoukhov,Matthew He Pdf

This book comprises refereed papers presented at The International Conference on Artificial Intelligence and Power Engineering (AIPE2020), held in Moscow, Russia, on December 25–27, 2020. The book's/conference's general scope covers the latest advances for the development of artificial intelligence systems and their applications in various fields from power engineering to biology and education. Given the rapid development of artificial intelligence systems, the book emphasizes the need for the intensification of training of a growing number of relevant specialists, in particular, in energy and power engineering to increase the effectiveness of creation and diagnosing of appropriate technical solutions. In digital artificial intelligence systems, scientists endeavor to reproduce the innate intellectual abilities of humans and other organisms. The in-depth study of biological and self-organizing systems provides new approaches to create more and more effective artificial intelligence methods. Topics of the included papers concern thematic materials in the following spheres: mathematics and computer algorithms; analysis of some technical solutions; technological and educational approaches. The book is a compilation of state-of-the-art papers in the field, covering a comprehensive range of subjects that are relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers, and academics, as well as undergraduate and postgraduate students interested in artificial intelligence systems and their growing applications. The intended readership includes specialists, students, and other circles of readers who would like to know where artificial intelligence systems can be applied in the future with great benefit.

Author : Cengiz Kahraman
Publisher : Springer Science & Business Media
Page : 683 pages
File Size : 46,6 Mb
Release : 2012-11-05
Category : Technology & Engineering
ISBN : 9789491216770

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Computational Intelligence Systems in Industrial Engineering by Cengiz Kahraman Pdf

Industrial engineering is a branch of engineering dealing with the optimization of complex processes or systems. It is concerned with the development, improvement, implementation and evaluation of production and service systems. Computational Intelligence Systems find a wide application area in industrial engineering: neural networks in forecasting, fuzzy sets in capital budgeting, ant colony optimization in scheduling, Simulated Annealing in optimization, etc. This book will include most of the application areas of industrial engineering through these computational intelligence systems. In the literature, there is no book including many real and practical applications of Computational Intelligence Systems from the point of view of Industrial Engineering. Every chapter will include explanatory and didactic applications. It is aimed that the book will be a main source for MSc and PhD students.

Author : Ayodeji Olalekan Salau,Shruti Jain,Meenakshi Sood
Publisher : CRC Press
Page : 272 pages
File Size : 47,7 Mb
Release : 2022-03-11
Category : Computers
ISBN : 9781000541755

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Computational Intelligence and Data Sciences by Ayodeji Olalekan Salau,Shruti Jain,Meenakshi Sood Pdf

This book presents futuristic trends in computational intelligence including algorithms as applicable to different application domains in health informatics covering bio-medical, bioinformatics, and biological sciences. Latest evolutionary approaches to solve optimization problems under biomedical engineering field are discussed. It provides conceptual framework with a focus on application of computational intelligence techniques in the domain of biomedical engineering and health informatics including real-time issues.