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Applications of Artificial Intelligence in Planning and Operation of Smart Grids

Author : Mehdi Rahmani-Andebili

Publisher : Springer Nature

Page : 140 pages

File Size : 18,54 MB

Release : 2022-03-26

Category : Technology & Engineering

ISBN : 3030945227

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Book Description

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

Author : Mehdi Rahmani-Andebili

Publisher :

Page : 0 pages

File Size : 39,6 MB

Release : 2022

Category :

ISBN : 9783030945237

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Book Description

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

Author : L. Ashok Kumar

Publisher : Springer Nature

Page : 943 pages

File Size : 36,95 MB

Release : 2020-03-12

Category : Technology & Engineering

ISBN : 3030240517

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Book Description

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

Author : Miadreza Shafie-khah

Publisher : Academic Press

Page : 232 pages

File Size : 14,72 MB

Release : 2020-04-30

Category : Technology & Engineering

ISBN : 0128178620

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Book Description

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

Author : Almoataz Y. Abdelaziz

Publisher : CRC Press

Page : 513 pages

File Size : 22,21 MB

Release : 2021-10-21

Category : Computers

ISBN : 1000454592

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Book Description

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

Author : Reji Kumar Pillai

Publisher : Springer

Page : 0 pages

File Size : 23,77 MB

Release : 2020-11-24

Category : Technology & Engineering

ISBN : 9789813291218

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Book Description

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

Author : Information Resources Management Association

Publisher : Engineering Science Reference

Page : pages

File Size : 22,43 MB

Release : 2021-09-24

Category : Microgrids (Smart power grids)

ISBN : 9781668436660

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Book Description

"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"--



Advances in Smart Grid Automation and Industry 4.0

Author : M. Jaya Bharata Reddy

Publisher : Springer Nature

Page : 793 pages

File Size : 10,60 MB

Release : 2021-04-21

Category : Technology & Engineering

ISBN : 9811576750

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Book Description

This book comprises select proceedings of the International Conference on Emerging Trends for Smart Grid Automation and Industry 4.0 (ICETSGAI4.0 2019). The contents discuss the recent trends in smart grid technology and related applications. The topics covered include data analytics for smart grid operation and control, integrated power generation technologies, green technologies as well as advances in microgrid operation and planning. The book highlights the enhancement in technology in the field of smart grids, and how IoT, big data, robotics and automation, artificial intelligence, and wide area measurement have become prerequisites for the fourth industrial revolution, also known as Industry 4.0. The book can be a valuable reference for researchers and professionals interested in smart grid automation incorporating features of Industry 4.0.



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

Author : Morteza Nazari-Heris

Publisher : Springer Nature

Page : 391 pages

File Size : 12,77 MB

Release : 2021-11-21

Category : Technology & Engineering

ISBN : 3030776964

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Book Description

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.



Pathways to a Smarter Power System

Author : Ozan Erdinc

Publisher : Academic Press

Page : 444 pages

File Size : 43,77 MB

Release : 2019-04-23

Category : Technology & Engineering

ISBN : 0081025939

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Book Description

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