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Hasmat Malik - Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications

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Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized, efficient engineering processes. In addition, the book provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is divided into two parts, including i) The application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) Forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting, and more.

This reference is useful for all engineers and researchers who need preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems.

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Table of Contents
List of tables
  1. Tables in Chapter 1
  2. Tables in Chapter 2
  3. Tables in Chapter 3
  4. Tables in Chapter 4
  5. Tables in Chapter 5
  6. Tables in Chapter 6
  7. Tables in Chapter 7
  8. Tables in Chapter 8
  9. Tables in Chapter 9
  10. Tables in Chapter 10
List of figures
  1. Figures in Chapter 1
  2. Figures in Chapter 2
  3. Figures in Chapter 3
  4. Figures in Chapter 4
  5. Figures in Chapter 5
  6. Figures in Chapter 6
  7. Figures in Chapter 7
  8. Figures in Chapter 8
  9. Figures in Chapter 9
  10. Figures in Chapter 10
Landmarks
Intelligent Data-Analytics for Condition Monitoring Smart Grid Applications - photo 1
Intelligent Data-Analytics for Condition Monitoring
Smart Grid Applications
Hasmat Malik
BEARS, University Town, NUS Campus, Singapore;
Division of Instrumentation and Control Engineering,
Netaji Subhas Institute of Technology, Delhi, India
Nuzhat Fatema
Intelligent Prognostic Private Limited India;
Faculty of Business and Management, UniSZA, Malaysia
Atif Iqbal
Department of Electrical Engineering, Qatar University,
Doha, Qatar
Contents Copyright Academic Press is an imprint of Elsevier 125 London Wall - photo 2
Contents
Copyright

Academic Press is an imprint of Elsevier

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Copyright 2021 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.

Library of Congress Cataloging-in-Publication Data

A catalog record for this book is available from the Library of Congress

British Library Cataloguing-in-Publication Data

A catalogue record for this book is available from the British Library

ISBN: 978-0-323-85510-5

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

Publisher: Joe Hayton

Acquisitions Editor: Lisa Reading

Editorial Project Manager: Chris Hockaday

Production Project Manager: Nirmala Arumugam

Designer: Miles Hitchen

Typeset by Thomson Digital

Editors Biography Dr Hasmat Malik BEARS University Town NUS Campus - photo 3

Editors Biography
Dr Hasmat Malik BEARS University Town NUS Campus Singapore Division of - photo 4

Dr. Hasmat Malik , BEARS, University Town, NUS Campus, Singapore; Division of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, Delhi, India

Hasmat Malik (SM20) received BTech degree in electrical and electronics engineering from the GGSIP University, Delhi, India, MTech degree in electrical engineering from National Institute of Technology (NIT) Hamirpur, Himachal Pradesh, India, and the PhD degree in Electrical Engineering from Indian Institute of Technology (IIT), Delhi. He is a Chartered Engineer and Professional Engineer.

He is currently a Postdoctoral Fellow at BEARS, University-Town, NUS Campus, Singapore since January, 2019 and served as an Assistant Professor for 5+ years at Division of Instrumentation and Control Engineering, Netaji Subhas University of Technology (NSUT) Delhi, India. He has organized five international conferences and his proceedings have been published by Springer Nature. He is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE), USA, Life Member of ISTE (Indian Society for Technical Education), IETE (Institution of Electronics and Telecommunication Engineering), IAENG (International Association of Engineers, Hong Kong), ISRD (International Society for Research and Development) London, and CSTA (Computer Science Teachers Association) USA, Association for Computing Machinery (ACM) EIG, and Mir Labs, Asia.

He has published his research findings related to Intelligent Data Analytic, Artificial Intelligence, and Machine Learning applications in Power system, Power apparatus, Smart building & automation, Smart grid, Forecasting, Prediction and Renewable Energy Sources widely in International Journals and Conferences. Dr. Hasmat has authored/co-authored more than 100 research papers, 8 books, and 13 chapters in 9 other books, published by IEEE, Springer, and Elsevier.

He is a Guest Editor of Special Issue of Journal of Intelligent & Fuzzy Systems, 2018, 2020 (SCI, Impact Factor 2019:1.85), (IOS Press). He received the POSOCO Power System Award (PPSA-2017) for his PhD work for research and innovation in the area of power system. He has received best research papers awards at IEEE INDICON-2015, and full registration fee award at IEEE SSD-2012 (Germany). He has supervised 23 PG students. He is involved in several large R&D projects. His principle area of research interests is artificial intelligence, machine learning, and big-data analytics for renewable energy, smart building and automation, condition monitoring, and online fault detection and diagnosis (FDD).

Dr Nuzhat Fatema Intelligent Prognostic Private Limited India Faculty of - photo 5

Dr. Nuzhat Fatema , Intelligent Prognostic Private Limited India; Faculty of Business and Management, UniSZA, Malaysia

Dr. Nuzhat Fatema is graduated from Maharashtra University of Health Sciences, India. She has cured many patients with her skills of medicinal knowledge. Later to go beyond the clinical skills, she has achieved post-graduation in hospital management from International Institute of Health Management Research (IIHMR), Delhi. This was the platform where she has utilized her clinical skills with her managerial skills using artificial intelligence (AI), Machine Learning (ML), and Data Analytics. She has worked as a research associate at National Board of Examinations (NBE) India. She has authored one book describing a trouble free tool prepared by using different standardized manuals of medicines in different countries for usage of most complicated drug like Warfarin. She has published several research papers in renowned international journals and conferences. Presently, she is associated with Intelligent Prognostic Private Limited and Faculty of Business and Management, Universiti Sultan Zainal Abidin (UniSZA), Malaysia.

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