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INTELLIGENT AND SOFT COMPUTING SYSTEMS FOR GREEN ENERGY Written and edited by some of the world's top experts in the field, this exciting new volume provides state-of-the-art research and the latest technological breakthroughs in next-generation computing systems for the energy sector, striving to bring the science toward sustainability. Real-world problems need intelligent solutions. Across many industries and fields, intelligent and soft computing systems, using such developing technologies as artificial intelligence and Internet of Things, are quickly becoming important tools for scientists, engineers, and other professionals for solving everyday problems in practical situations. This book aims to bring together the research that has been carried out in the field of intelligent and soft computing systems. Intelligent and soft computing systems involves expertise from various domains of research, such as electrical engineering, computer engineering, and mechanical engineering. This book will serve as a point of convergence wherein all these domains come together. The various chapters are configured to address the challenges faced in intelligent and soft computing systems from various fields and possible solutions. The outcome of this book can serve as a potential resource for industry professionals and researchers working in the domain of intelligent and soft computing systems. To list a few soft computing techniques, neural-based load forecasting, IoT-enabled smart grids, and blockchain technology for energy trading. Whether for the veteran engineer or the student learning the latest breakthroughs, this exciting new volume is a must-have for any library.

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Seitenzahl: 462

Veröffentlichungsjahr: 2023

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Scrivener Publishing100 Cummings Center, Suite 541JBeverly, MA 01915-6106

Publishers at ScrivenerMartin Scrivener ([email protected])Phillip Carmical ([email protected])

Intelligent and Soft Computing Systems for Green Energy

Edited by

A. ChitraV. IndragandhiandW. Razia Sultana

This edition first published 2023 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA© 2023 Scrivener Publishing LLCFor more information about Scrivener publications please visit www.scrivenerpublishing.com.

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Limit of Liability/Disclaimer of WarrantyWhile the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials, or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read.

Library of Congress Cataloging-in-Publication Data

ISBN 9781394166374

Front cover images supplied by Pixabay.comCover design by Russell Richardson

Set in size of 11pt and Minion Pro by Manila Typesetting Company, Makati, Philippines

Preface

Traditional power grids are being transformed into Smart Grids (SGs) to solve the problems of uni-directional information flow, energy wastage, growing energy demand, reliability and security. Smart grids offer bidirectional energy flow between service providers and consumers, involving power generation, transmission, distribution, and utilization systems. Smart grids employ various devices for the monitoring, analysis and control of the grid, deployed at power plants, distribution centers, and in consumers’ premises.

A smart grid requires connectivity, automation, and soft computing techniques for intelligent monitoring. This is achieved with the help of intelligent soft computing systems. This aids SG systems to support various network functions throughout the generation, transmission, distribution, and consumption of energy by incorporating Internet of Things (IoT) devices, such as sensors, actuators and smart meters, as well as by providing the connectivity, automation and tracking for such devices.

The chapters in this book are configured to address the challenges facing intelligent and soft computing techniques deployed in various fields with possible solutions. This book can serve as a resource for industrial professionals, engineers, and researchers working in the domain of intelligent and soft computing systems.

Contributions to this book have been received from various esteemed national and international institutions. We would like to extend our sincere thanks to all the valuable contributors for the wonderful research contributions and time. Our sincere thanks to Vellore Institute of Technology, Vellore for providing all the support to turn this book into a reality. We would like to extend our heartfelt gratitude for the Wiley-Scrivener team for providing endless support.