Applications Of Artificial Intelligence In Planning And Operation Of Smart Grids

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Applications of Artificial Intelligence in Planning and Operation of Smart Grids

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Author : Mehdi Rahmani-Andebili
Publisher : Springer Nature
ISBN 13 : 3030945227
Total Pages : 140 pages
Book Rating : 4.0/5 (39 download)

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

Download or read book Applications of Artificial Intelligence in Planning and Operation of Smart Grids written by Mehdi Rahmani-Andebili and published by Springer Nature. This book was released on 2022-03-26 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is going to play a significant role in smart grid planning and operation, especially in solving its real-time problems, as it is fast, adaptive, robust, and less dependent on the system’s accurate model and parameters. This collection covers research advancements in the application of AI in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to AI-based smart grid planning and operation, cover the theoretical concepts and experimental results of the application of AI-based techniques, and apply these techniques to deal with smart grid issues. Applications of Artificial Intelligence in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of AI, practicing engineers working in electrical power engineering, and students in advanced graduate-level courses.

Applications of Artificial Intelligence in Planning and Operation of Smart Grids

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Author : Mehdi Rahmani-Andebili
Publisher :
ISBN 13 : 9783030945237
Total Pages : 0 pages
Book Rating : 4.9/5 (452 download)

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

Download or read book Applications of Artificial Intelligence in Planning and Operation of Smart Grids written by Mehdi Rahmani-Andebili and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is going to play a significant role in smart grid planning and operation, especially in solving its real-time problems, as it is fast, adaptive, robust, and less dependent on the system's accurate model and parameters. This collection covers research advancements in the application of AI in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to AI-based smart grid planning and operation, cover the theoretical concepts and experimental results of the application of AI-based techniques, and apply these techniques to deal with smart grid issues. Applications of Artificial Intelligence in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of AI, practicing engineers working in electrical power engineering, and students in advanced graduate-level courses. • Covers recent research advancements in applications of AI in planning and operation of smart grids; • Applies AI-based techniques to deal with power system issues; • Presents innovative approaches and studies numerical problems.

Proceedings of International Conference on Artificial Intelligence, Smart Grid and Smart City Applications

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Author : L. Ashok Kumar
Publisher : Springer Nature
ISBN 13 : 3030240517
Total Pages : 943 pages
Book Rating : 4.0/5 (32 download)

Book Synopsis Proceedings of International Conference on Artificial Intelligence, Smart Grid and Smart City Applications by : L. Ashok Kumar

Download or read book Proceedings of International Conference on Artificial Intelligence, Smart Grid and Smart City Applications written by L. Ashok Kumar and published by Springer Nature. This book was released on 2020-03-12 with total page 943 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the complexity, and heterogeneity of the smart grid and the high volume of information to be processed, artificial intelligence techniques and computational intelligence appear to be some of the enabling technologies for its future development and success. The theme of the book is “Making pathway for the grid of future” with the emphasis on trends in Smart Grid, renewable interconnection issues, planning-operation-control and reliability of grid, real time monitoring and protection, market, distributed generation and power distribution issues, power electronics applications, computer-IT and signal processing applications, power apparatus, power engineering education and industry-institute collaboration. The primary objective of the book is to review the current state of the art of the most relevant artificial intelligence techniques applied to the different issues that arise in the smart grid development.

Blockchain-Based Smart Grids

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Author : Miadreza Shafie-khah
Publisher : Academic Press
ISBN 13 : 0128178620
Total Pages : 232 pages
Book Rating : 4.1/5 (281 download)

Book Synopsis Blockchain-Based Smart Grids by : Miadreza Shafie-khah

Download or read book Blockchain-Based Smart Grids written by Miadreza Shafie-khah and published by Academic Press. This book was released on 2020-04-30 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain-Based Smart Grids presents emerging applications of blockchain in electrical system and looks to future developments in the use of blockchain technology in the energy market. Rapid growth of renewable energy resources in power systems and significant developments in the telecommunication systems has resulted in new market designs being employed to cover unpredictable and distributed generation of electricity. This book considers the marriage of blockchain and grid modernization, and discusses the transaction shifts in smart grids, from centralized to peer-to-peer structures. In addition, it addresses the effective application of these structures to speed up processes, resulting in more flexible electricity systems. Aimed at moving towards blockchain-based smart grids with renewable applications, this book is useful to researchers and practitioners in all sectors of smart grids, including renewable energy providers, manufacturers and professionals involved in electricity generation from renewable sources, grid modernization and smart grid applications.

Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection

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Author : Almoataz Y. Abdelaziz
Publisher : CRC Press
ISBN 13 : 1000454592
Total Pages : 513 pages
Book Rating : 4.0/5 (4 download)

Book Synopsis Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection by : Almoataz Y. Abdelaziz

Download or read book Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection written by Almoataz Y. Abdelaziz and published by CRC Press. This book was released on 2021-10-21 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) can successfully help in solving real-world problems in power transmission and distribution systems because AI-based schemes are fast, adaptive, and robust and are applicable without any knowledge of the system parameters. This book considers the application of AI methods for the protection of different types and topologies of transmission and distribution lines. It explains the latest pattern-recognition-based methods as applicable to detection, classification, and location of a fault in the transmission and distribution lines, and to manage smart power systems including all the pertinent aspects. FEATURES Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues Presents an introduction to enhanced electricity system analysis using decision-making tools Covers AI applications in different protective relaying functions Discusses issues and challenges in the protection of transmission and distribution systems Includes a dedicated chapter on case studies and applications This book is aimed at graduate students, researchers, and professionals in electrical power system protection, stability, and smart grids.

ISGW 2018 Compendium of Technical Papers

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Author : Reji Kumar Pillai
Publisher : Springer
ISBN 13 : 9789813291218
Total Pages : 0 pages
Book Rating : 4.2/5 (912 download)

Book Synopsis ISGW 2018 Compendium of Technical Papers by : Reji Kumar Pillai

Download or read book ISGW 2018 Compendium of Technical Papers written by Reji Kumar Pillai and published by Springer. This book was released on 2020-11-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected articles from India Smart Grid Week (ISGW 2018), held on March 5 to 9, 2018, at the Manekshaw Centre, New Delhi, India. It was the fourth conference and exhibition on smart grids and smart cities organized by the India Smart Grid Forum (ISGF), a Government of India public–private partnership, tasked with accelerating smart grid deployment across the country. Providing current-scenario-based updates on the Indian power sector, the book also highlights various disruptive technologies.

Research Anthology on Smart Grid and Microgrid Development

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Author : Information Resources Management Association
Publisher : Engineering Science Reference
ISBN 13 : 9781668436660
Total Pages : pages
Book Rating : 4.4/5 (366 download)

Book Synopsis Research Anthology on Smart Grid and Microgrid Development by : Information Resources Management Association

Download or read book Research Anthology on Smart Grid and Microgrid Development written by Information Resources Management Association and published by Engineering Science Reference. This book was released on 2021-09-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference book covers the latest innovations and trends within smart grid and microgrid development, detailing benefits, challenges, and opportunities, that will help readers to fully understand the current opportunities that smart grids and microgrids present around the world"--

Pathways to a Smarter Power System

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Author : Ozan Erdinc
Publisher : Academic Press
ISBN 13 : 0081025939
Total Pages : 444 pages
Book Rating : 4.0/5 (81 download)

Book Synopsis Pathways to a Smarter Power System by : Ozan Erdinc

Download or read book Pathways to a Smarter Power System written by Ozan Erdinc and published by Academic Press. This book was released on 2019-04-23 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pathways to a Smarter Power System studies different concepts within smart grids that are used in both industry and system regulators (e.g. distribution and transmission system operators) and research. This book covers these concepts from multiple perspectives and in multiple contexts, presenting detailed technical information on renewable energy systems, distributed generation and energy storage units, methods to activate the demand side of power systems, market structure needs, and advanced planning concepts and new operational requirements, specifically for power system protection, technological evolvements, and requirements regarding technology in ICT, power electronics and control areas. This book provides energy researchers and engineers with an indispensable guide on how to apply wider perspectives to the different technological and conceptual requirements of a smarter power system. - Includes concepts regarding conceptual and technological needs and investment planning suggestions for smart grid enabling strategies - Contains new electric power system operational concepts required by industry, along with R&D studies addressing new solutions to potential operational problems - Covers pathways to smarter power systems from successful existing examples to expected short, medium and long-term possibilities

Application of Machine Learning and Deep Learning Methods to Power System Problems

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Author : Morteza Nazari-Heris
Publisher : Springer Nature
ISBN 13 : 3030776964
Total Pages : 391 pages
Book Rating : 4.0/5 (37 download)

Book Synopsis Application of Machine Learning and Deep Learning Methods to Power System Problems by : Morteza Nazari-Heris

Download or read book Application of Machine Learning and Deep Learning Methods to Power System Problems written by Morteza Nazari-Heris and published by Springer Nature. This book was released on 2021-11-21 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book evaluates the role of innovative machine learning and deep learning methods in dealing with power system issues, concentrating on recent developments and advances that improve planning, operation, and control of power systems. Cutting-edge case studies from around the world consider prediction, classification, clustering, and fault/event detection in power systems, providing effective and promising solutions for many novel challenges faced by power system operators. Written by leading experts, the book will be an ideal resource for researchers and engineers working in the electrical power engineering and power system planning communities, as well as students in advanced graduate-level courses.

Applications of Big Data and Artificial Intelligence in Smart Energy Systems

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Author : Neelu Nagpal
Publisher : CRC Press
ISBN 13 : 1000963977
Total Pages : 250 pages
Book Rating : 4.0/5 (9 download)

Book Synopsis Applications of Big Data and Artificial Intelligence in Smart Energy Systems by : Neelu Nagpal

Download or read book Applications of Big Data and Artificial Intelligence in Smart Energy Systems written by Neelu Nagpal and published by CRC Press. This book was released on 2023-11-23 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the era of propelling traditional energy systems to evolve towards smart energy systems, including power generation, energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, and domestic & industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution automation, energy regulation and control, and energy trading. This book covers the applications of various big data analytics, artificial intelligence, and machine learning technologies in smart grids for demand prediction, decision-making processes, policy, and energy management. The book delves into the new technologies such as the Internet of Things, blockchain, etc. for smart home solutions, and smart city solutions in depth in the context of the modern power systems. Technical topics discussed in the book include: • Hybrid smart energy system technologies • Energy demand forecasting • Use of different protocols and communication in smart energy systems • Power quality and allied issues and mitigation using AI • Intelligent transportation • Virtual power plants • AI business models.

Smart Systems Design, Applications, and Challenges

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Author : Rodrigues, João M.F.
Publisher : IGI Global
ISBN 13 : 1799821145
Total Pages : 459 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Smart Systems Design, Applications, and Challenges by : Rodrigues, João M.F.

Download or read book Smart Systems Design, Applications, and Challenges written by Rodrigues, João M.F. and published by IGI Global. This book was released on 2020-02-28 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart systems when connected to artificial intelligence (AI) are still closely associated with some popular misconceptions that cause the general public to either have unrealistic fears about AI or to expect too much about how it will change our workplace and life in general. It is important to show that such fears are unfounded, and that new trends, technologies, and smart systems will be able to improve the way we live, benefiting society without replacing humans in their core activities. Smart Systems Design, Applications, and Challenges provides emerging research that presents state-of-the-art technologies and available systems in the domains of smart systems and AI and explains solutions from an augmented intelligence perspective, showing that these technologies can be used to benefit, instead of replace, humans by augmenting the information and actions of their daily lives. The book addresses all smart systems that incorporate functions of sensing, actuation, and control in order to describe and analyze a situation and make decisions based on the available data in a predictive or adaptive manner. Highlighting a broad range of topics such as business intelligence, cloud computing, and autonomous vehicles, this book is ideally designed for engineers, investigators, IT professionals, researchers, developers, data analysts, professors, and students.

Power Electronics in Renewable Energy Systems and Smart Grid

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Author : Bimal K. Bose
Publisher : John Wiley & Sons
ISBN 13 : 1119515629
Total Pages : 756 pages
Book Rating : 4.1/5 (195 download)

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 and published by John Wiley & Sons. This book was released on 2019-08-06 with total page 756 pages. 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.

Advanced Solutions in Power Systems

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Author : Mircea Eremia
Publisher : John Wiley & Sons
ISBN 13 : 1119175356
Total Pages : 1072 pages
Book Rating : 4.1/5 (191 download)

Book Synopsis Advanced Solutions in Power Systems by : Mircea Eremia

Download or read book Advanced Solutions in Power Systems written by Mircea Eremia and published by John Wiley & Sons. This book was released on 2016-09-27 with total page 1072 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Applications of Fuzzy Logic in Planning and Operation of Smart Grids

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Author : Mehdi Rahmani-Andebili
Publisher : Springer Nature
ISBN 13 : 3030646270
Total Pages : 233 pages
Book Rating : 4.0/5 (36 download)

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 and published by Springer Nature. This book was released on 2021-05-24 with total page 233 pages. 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.

Applications of Artificial Intelligence in Engineering

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Author : Xiao-Zhi Gao
Publisher : Springer Nature
ISBN 13 : 9813346043
Total Pages : 922 pages
Book Rating : 4.8/5 (133 download)

Book Synopsis Applications of Artificial Intelligence in Engineering by : Xiao-Zhi Gao

Download or read book Applications of Artificial Intelligence in Engineering written by Xiao-Zhi Gao and published by Springer Nature. This book was released on 2021-05-10 with total page 922 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), organized by the University of Engineering & Management, Jaipur, India, during 8–10 September 2020. The proceeding will be targeting the current research works in the domain of intelligent systems and artificial intelligence.

Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies

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Author : Krishna Kumar
Publisher : Academic Press
ISBN 13 : 0323914284
Total Pages : 418 pages
Book Rating : 4.3/5 (239 download)

Book Synopsis Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies by : Krishna Kumar

Download or read book Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies written by Krishna Kumar and published by Academic Press. This book was released on 2022-03-18 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies analyzes the changes in this energy generation shift, including issues of grid stability with variability in renewable energy vs. traditional baseload energy generation. Providing solutions to current critical environmental, economic and social issues, this book comprises various complex nonlinear interactions among different parameters to drive the integration of renewable energy into the grid. It considers how artificial intelligence and machine learning techniques are being developed to produce more reliable energy generation to optimize system performance and provide sustainable development. As the use of artificial intelligence to revolutionize the energy market and harness the potential of renewable energy is essential, this reference provides practical guidance on the application of renewable energy with AI, along with machine learning techniques and capabilities in design, modeling and for forecasting performance predictions for the optimization of renewable energy systems. It is targeted at researchers, academicians and industry professionals working in the field of renewable energy, AI, machine learning, grid Stability and energy generation. - Covers the best-performing methods and approaches for designing renewable energy systems with AI integration in a real-time environment - Gives advanced techniques for monitoring current technologies and how to efficiently utilize the energy grid spectrum - Addresses the advanced field of renewable generation, from research, impact and idea development of new applications

Artificial Intelligence Techniques in Power Systems

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Author : Kevin Warwick
Publisher : IET
ISBN 13 : 9780852968970
Total Pages : 324 pages
Book Rating : 4.9/5 (689 download)

Book Synopsis Artificial Intelligence Techniques in Power Systems by : Kevin Warwick

Download or read book Artificial Intelligence Techniques in Power Systems written by Kevin Warwick and published by IET. This book was released on 1997 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.