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Muhammad Kamran - Fundamentals of Smart Grid Systems

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Fundamentals of Smart Grid Systems offers an expansive introduction to the operationalization, integration, and management of smart grids-the distributed, renewable, responsive, and highly efficient power grid on the verge of radically transforming our energy system. The book reviews the design of smart grid systems, their associated technologies, and operations, helping users develop a modern foundational understanding of smart grid systems and many of their advanced implementations, where sophisticated technologies are employed. The work serves as a guidebook and primer for early career researchers, with a rich integration of current science, modern applications, and future implementations. Presents critical enabling technologies of smart grid systems alongside relevant aspects of their design, modeling, control, and operations, accompanied by numerical examples Discusses how to approach the integration and management of renewable energy sources in smart grid environments Features didactic pedagogical elements, including end-of-chapter problems, supplemental slideshows, and figurative elements to clarify and explain complex concepts Focuses on modern applications and current implementations in industry, such as power electronics for smart grids, AI and machine learning-driven modeling, advanced control strategies, and electric vehicles

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Copyright Academic Press is an imprint of Elsevier 125 London Wall London - photo 1
Copyright

Academic Press is an imprint of Elsevier

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Copyright 2023 Elsevier Inc. All rights reserved.

No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Details on how to seek permission, further information about the Publishers permissions policies and our arrangements with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be found at our website: www.elsevier.com/permissions.

This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may be noted herein).

Notices

Knowledge and best practice in this field are constantly changing. As new research and experience broaden our understanding, changes in research methods, professional practices, or medical treatment may become necessary.

Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any information, methods, compounds, or experiments described herein. In using such information or methods they should be mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility.

To the fullest extent of the law, neither the Publisher nor the authors, contributors, or editors, assume any liability for any injury and/or damage to persons or property as a matter of products liability, negligence or otherwise, or from any use or operation of any methods, products, instructions, or ideas contained in the material herein.

ISBN 978-0-323-99560-3

For information on all Academic Press publications visit our website at https://www.elsevier.com/books-and-journals

Publisher Joseph P Hayton Acquisitions Editor Rachel E Pomery Editorial - photo 2

Publisher: Joseph P. Hayton

Acquisitions Editor: Rachel E. Pomery

Editorial Project Manager: Ali Afzal-Khan

Production Project Manager: Prem Kumar Kaliamoorthi

Cover Designer: Matthew Limbert

Typeset by STRAIVE, India

Dedication

To my parents Muhammad Ramzan (Late) and Naziran BiBi, my brother Muhammad Imran, and my sisters for their support and love.

To my beloved wife Badar Un Nisa and my son M. Sarim Kamran for their inspiration, support, and love.

Preface

Conventional grids throughout the world are being changed by the inventions of various technologies. With the increased maturity of renewable energy technologies, the distributed generation concept has evolved as a readily available source of energy for the areas where the sources are abundantly available. These distributed generation technologies need to be integrated into the existing grid. To record the transactions of electricity between these microgrids and the main grid, a communication network and an advanced metering infrastructure are required. These concepts are merged in the smart grid.

The smart grid is not a limited field that confines itself to limited concepts. It is a vast field integrating smart metering, communication technologies, renewable energy sources, power grids, forecasting techniques, power electronics, thermodynamics, electric vehicles, and energy storage systems. The smart grid will support the improvement of energy efficiency and the utilization of renewable energy sources. The energy management system integrated into the smart grid will optimize energy sources and harnessing techniques. This book gives an insight into all the above-stated fields of the smart grid with its associated key features. It also describes the key enabling technologies and thus permits the reader to engage with the immediate development of the power system and take part in the debate over the future of the smart grid.

concludes by discussing the current global status of the smart grid. The technical contents of the book include specialized topics that will appeal to engineers from various disciplines looking to enhance their knowledge of technologies that are making an increasing contribution to the realization of the smart grid.

Muhammad Kamran, Riphah International University, Islamabad, Pakistan

Acknowledgments

I would like to acknowledge my colleagues and individuals without whom this project would not have succeeded. Particular thanks are due to Mr. Muhammad Arshad Rasheed (Research Associate, Department of Electrical Engineering and Technology, Riphah International University, Faisalabad Campus, Pakistan), who helped me in the simulation of a grid-connected solar PV system in the microgrid. I would also like to acknowledge Muhammad Zunair Zamir (Lecturer, Department of Electrical Engineering and Technology, Riphah International University, Faisalabad Campus, Pakistan) for reviewing some of the chapters of this book.

List of abbreviations

AC alternating current

ACSR aluminum conductor steel reinforced

AE autoencoder

AMI advanced metering infrastructure

ANSI American National Standards Institute

ARIMA autoregressive integrated moving average

ARMA autoregressive moving average

BAN building area network

BB-PLC broadband-programmable logic controller

BEV battery electric vehicle

BDC bottom dead center

BNN Bayesian neural network

BoS balance of system

BPNN back-propagation neural network

CAE convolutional autoencoder

CAES compressed air energy storage

CB circuit breaker

CE Coulomb efficiency

CF capacity factor

CGT combustion gas turbine

CHP combined heat and power

CNN convolutional neural network

COE cost of energy

DC direct current

DES data encryption standard

DFIG doubly fed induction generator

DG distributed generation

DIAC diode for alternating current

DMFC direct methanol fuel cell

DNN deep neural network

DOD depth of discharge

DoS denial of the service

DR demand response

EM energy management system

EMF electromotive force

ESS energy storage system

EV electric vehicle

FC flying capacitor

FC fuel cell

FCEV fuel cell electric vehicle

FES flywheel energy storage

FFNN feedforward neural network

FiT feed-in tariff

FLC fuzzy logic control

FL fuzzy logic

GHG greenhouse gas

GPRS general packet for radio service

GSM global system for mobile communication

GTO gate turn-off

HAN home area network

HAWT horizontal axis wind turbine

HEMS home energy management system

HES hybrid energy system(s)

HEV hybrid electric vehicle

HOMER hybrid optimization model for electric renewables

HRSG heat recovery steam generator

IAN industry area network

ICE internal combustion engine

ICT information and communication technologies

IEA International Energy Agency

IEC International Electrotechnical Commission

IEEE Institute of Electrical and Electronics Engineering

IG induction generator

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