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Computational Intelligence In Power Engineering

Computational Intelligence in Power Engineering PDF

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Author: Bijaya Ketan Panigrahi
Publisher: Springer Science & Business Media
ISBN: 3642140122
Size: 66.27 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 384
View: 7193


Book Description: 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.


Applications Of Artificial Intelligence In Electrical Engineering

Applications of Artificial Intelligence in Electrical Engineering PDF

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Author: Khalid, Saifullah
Publisher: IGI Global
ISBN: 1799827208
Size: 56.89 MB
Format: PDF, ePub
Category : Technology & Engineering
Languages : en
Pages : 388
View: 2605


Book Description: 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.


Computational Intelligence Applications To Power Systems

Computational Intelligence Applications to Power Systems PDF

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Author: Yong-Hua Song
Publisher: Springer Science & Business Media
ISBN: 9780792340751
Size: 78.33 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 161
View: 4370


Book Description: 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.


Computational Intelligence In Time Series Forecasting

Computational Intelligence in Time Series Forecasting PDF

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Author: Ajoy K. Palit
Publisher: Springer Science & Business Media
ISBN: 1846281849
Size: 25.27 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 372
View: 4562


Book Description: Foresight in an engineering business can make the difference between success and failure, and can be vital to the effective control of industrial systems. The authors of this book harness the power of intelligent technologies individually and in combination.


Computational Intelligence Systems In Industrial Engineering

Computational Intelligence Systems in Industrial Engineering PDF

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Author: Cengiz Kahraman
Publisher: Springer Science & Business Media
ISBN: 9491216775
Size: 12.80 MB
Format: PDF, Kindle
Category : Technology & Engineering
Languages : en
Pages : 684
View: 3291


Book Description: 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.


Wind Power Systems

Wind Power Systems PDF

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Author: Lingfeng Wang
Publisher: Springer Science & Business Media
ISBN: 9783642132506
Size: 58.80 MB
Format: PDF, ePub, Docs
Category : Science
Languages : en
Pages : 440
View: 5878


Book Description: Renewable energy sources such as wind power have attracted much attention because they are environmentally friendly, do not produce carbon dioxide and other emitants, and can enhance a nation’s energy security. For example, recently more significant amounts of wind power are being integrated into conventional power grids. Therefore, it is necessary to address various important and challenging issues related to wind power systems, which are significantly different from the traditional generation systems. This book is a resource for engineers, practitioners, and decision-makers interested in studying or using the power of computational intelligence based algorithms in handling various important problems in wind power systems at the levels of power generation, transmission, and distribution. Researchers have been developing biologically-inspired algorithms in a wide variety of complex large-scale engineering domains. Distinguished from the traditional analytical methods, the new methods usually accomplish the task through their computationally efficient mechanisms. Computational intelligence methods such as evolutionary computation, neural networks, and fuzzy systems have attracted much attention in electric power systems. Meanwhile, modern electric power systems are becoming more and more complex in order to meet the growing electricity market. In particular, the grid complexity is continuously enhanced by the integration of intermittent wind power as well as the current restructuring efforts in electricity industry. Quite often, the traditional analytical methods become less efficient or even unable to handle this increased complexity. As a result, it is natural to apply computational intelligence as a powerful tool to deal with various important and pressing problems in the current wind power systems. This book presents the state-of-the-art development in the field of computational intelligence applied to wind power systems by reviewing the most up-to-date work and representative practical problems collecting contributions from leading experts in electrical engineering, system engineering, and other disciplines.


Computational Intelligence In Control Engineering

Computational Intelligence in Control Engineering PDF

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Author: Robert E. King
Publisher: CRC Press
ISBN: 9780824719937
Size: 40.64 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 318
View: 1179


Book Description: Presenting the theoretical and practical developments of an autonomous decision-making methodology, this work describes the strides made by intelligent systems and soft computing for the control of industrial systems. It uses practical examples of qualitative control techniques tested in industry and provides suitable intelligent computational algorithms and interfaces for industrial applications.


Computational Intelligence In Photovoltaic Systems

Computational Intelligence in Photovoltaic Systems PDF

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Author: Emanuele Ogliari
Publisher: MDPI
ISBN: 303921098X
Size: 58.63 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 180
View: 1296


Book Description: Photovoltaics, among the different renewable energy sources (RES), has become more popular. In recent years, however, many research topics have arisen as a result of the problems that are constantly faced in smart-grid and microgrid operations, such as forecasting of the output of power plant production, storage sizing, modeling, and control optimization of photovoltaic systems. Computational intelligence algorithms (evolutionary optimization, neural networks, fuzzy logic, etc.) have become more and more popular as alternative approaches to conventional techniques for solving problems such as modeling, identification, optimization, availability prediction, forecasting, sizing, and control of stand-alone, grid-connected, and hybrid photovoltaic systems. This Special Issue will investigate the most recent developments and research on solar power systems. This Special Issue “Computational Intelligence in Photovoltaic Systems” is highly recommended for readers with an interest in the various aspects of solar power systems, and includes 10 original research papers covering relevant progress in the following (non-exhaustive) fields: Forecasting techniques (deterministic, stochastic, etc.); DC/AC converter control and maximum power point tracking techniques; Sizing and optimization of photovoltaic system components; Photovoltaics modeling and parameter estimation; Maintenance and reliability modeling; Decision processes for grid operators.


Soft Computing

Soft Computing PDF

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Author: Devendra K. Chaturvedi
Publisher: Springer Science & Business Media
ISBN: 3540774807
Size: 19.40 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 612
View: 1790


Book Description: This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft computing field and to work through soft computing using examples. It also aims to integrate pseudo-code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine.


Computational Intelligence In Software Quality Assurance

Computational Intelligence in Software Quality Assurance PDF

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Author: Scott Dick
Publisher: World Scientific
ISBN: 9812561722
Size: 63.46 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 180
View: 4472


Book Description: Software systems surround us. Software is a critical component in everything from the family car through electrical power] systems to military equipment. As software ploys an ever-increasing role in our lives and livelihoods, the quality of that software becomes more and more critical. However, our ability to deliver high-quality software has not kept up with those increasing demands. The economic fallout is enormous; the US economy alone is losing over US$50 billion per year due to software failures. This book presents new research into using advanced artificial intelligence techniques to guide software quality improvements. The techniques of chaos theory and data mining arc brought to bear to provide new insights into the software development process. Written for researchers and practitioners in software engineering and computational intelligence, this book is a unique and important bridge between these two fields.