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Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids

2020-10-13
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Release : 2020-10-13
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Kind : eBook
Book Rating : 346/5 ( reviews)

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Book Synopsis Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids by : Marcelo Godoy Simões

Download or read book Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids written by Marcelo Godoy Simões. This book was released on 2020-10-13. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence techniques, such as expert systems, fuzzy logic, and artificial neural network techniques have become efficient tools in modeling and control applications. For example, there are several benefits in optimizing cost-effectiveness, because fuzzy logic is a methodology for the handling of inexact, imprecise, qualitative, fuzzy, and verbal information systematically and rigorously. A neuro-fuzzy controller generates or tunes the rules or membership functions of a fuzzy controller with an artificial neural network approach. There are new instantaneous power theories that may address several challenges in power quality. So, this book presents different applications of artificial intelligence techniques in advanced high-tech electronics, such as applications in power electronics, motor drives, renewable energy systems and smart grids.

Artificial Intelligence for Smarter Power Systems

2021-07-19 Technology & Engineering
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Release : 2021-07-19
Genre : Technology & Engineering
Kind : eBook
Book Rating : 006/5 ( reviews)

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Book Synopsis Artificial Intelligence for Smarter Power Systems by : Marcelo Godoy Simões

Download or read book Artificial Intelligence for Smarter Power Systems written by Marcelo Godoy Simões. This book was released on 2021-07-19. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the use of fuzzy logic for power grids. Power systems need to accommodate intermittent renewables and changes in loads while ensuring high power quality. Fuzzy logic uses values between 0 and 1 rather than binary ones, offering advantages in adaptability for energy systems with renewables.

Power Electronics in Renewable Energy Systems and Smart Grid

2019-08-06 Technology & Engineering
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Release : 2019-08-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 629/5 ( reviews)

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Book Synopsis Power Electronics in Renewable Energy Systems and Smart Grid by : Bimal K. Bose

Download or read book Power Electronics in Renewable Energy Systems and Smart Grid written by Bimal K. Bose. This book was released on 2019-08-06. Available in PDF, EPUB and Kindle. Book excerpt: The comprehensive and authoritative guide to power electronics in renewable energy systems Power electronics plays a significant role in modern industrial automation and high- efficiency energy systems. With contributions from an international group of noted experts, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers a comprehensive review of the technology and applications of power electronics in renewable energy systems and smart grids. The authors cover information on a variety of energy systems including wind, solar, ocean, and geothermal energy systems as well as fuel cell systems and bulk energy storage systems. They also examine smart grid elements, modeling, simulation, control, and AI applications. The book's twelve chapters offer an application-oriented and tutorial viewpoint and also contain technology status review. In addition, the book contains illustrative examples of applications and discussions of future perspectives. This important resource: Includes descriptions of power semiconductor devices, two level and multilevel converters, HVDC systems, FACTS, and more Offers discussions on various energy systems such as wind, solar, ocean, and geothermal energy systems, and also fuel cell systems and bulk energy storage systems Explores smart grid elements, modeling, simulation, control, and AI applications Contains state-of-the-art technologies and future perspectives Provides the expertise of international authorities in the field Written for graduate students, professors in power electronics, and industry engineers, Power Electronics in Renewable Energy Systems and Smart Grid: Technology and Applications offers an up-to-date guide to technology and applications of a wide-range of power electronics in energy systems and smart grids.

Power Electronics and Motor Drives

2020-11-13 Technology & Engineering
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Release : 2020-11-13
Genre : Technology & Engineering
Kind : eBook
Book Rating : 674/5 ( reviews)

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Book Synopsis Power Electronics and Motor Drives by : Bimal K. Bose

Download or read book Power Electronics and Motor Drives written by Bimal K. Bose. This book was released on 2020-11-13. Available in PDF, EPUB and Kindle. Book excerpt: Power Electronics and Motor Drives: Advances and Trends, Second Edition is the perfect resource to keep the electrical engineer up-to-speed on the latest advancements in technologies, equipment and applications. Carefully structured to include both traditional topics for entry-level and more advanced applications for the experienced engineer, this reference sheds light on the rapidly growing field of power electronic operations. New content covers converters, machine models and new control methods such as fuzzy logic and neural network control. This reference will help engineers further understand recent technologies and gain practical understanding with its inclusion of many industrial applications. Further supported by a glossary per chapter, this book gives engineers and researchers a critical reference to learn from real-world examples and make future decisions on power electronic technology and applications. - Provides many practical examples of industrial applications - Updates on the newest electronic topics with content added on fuzzy logic and neural networks - Presents information from an expert with decades of research and industrial experience

Applications of Fuzzy Logic in Planning and Operation of Smart Grids

2021-05-24 Technology & Engineering
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Release : 2021-05-24
Genre : Technology & Engineering
Kind : eBook
Book Rating : 270/5 ( reviews)

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Book Synopsis Applications of Fuzzy Logic in Planning and Operation of Smart Grids by : Mehdi Rahmani-Andebili

Download or read book Applications of Fuzzy Logic in Planning and Operation of Smart Grids written by Mehdi Rahmani-Andebili. This book was released on 2021-05-24. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy logic has vast applications in power and electrical engineering. This collection is the first book to cover research advancements in the application of fuzzy logic in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to fuzzy-based smart grid planning and operation, cover theoretical concepts and experimental results of the application of fuzzy-based techniques, and define and apply these techniques to deal with smart grid issues. Applications of Fuzzy Logic in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of fuzzy logic, practicing engineers working in electrical power engineering and power system planning, and post-graduates and students in advanced graduate-level courses.

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