Big Data Analytics Framework for Smart Grids
eBook - ePub

Big Data Analytics Framework for Smart Grids

  1. 232 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Big Data Analytics Framework for Smart Grids

About this book

The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management systems, artificial intelligence, and machine learning–based computing.

  • Presents a detailed state-of-the-art analysis of big data analytics and its uses in power grids
  • Describes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with thousands of smart meters
  • Explores the role of the internet of things, artificial intelligence, and machine learning in smart grids
  • Discusses edge analytics for integration of generation technologies, and decision-making approaches in detail
  • Examines research limitations and presents recommendations for further research to incorporate big data analytics into power system design and operational frameworks

The text presents a comprehensive study and assessment of the state-of-the-art research and development related to the unique needs of electrical utility grids, including operational technology, storage, processing, and communication systems. It further discusses important topics such as complex adaptive power system, self-healing power system, smart transmission, and distribution networks, and smart metering infrastructure. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology.

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Yes, you can access Big Data Analytics Framework for Smart Grids by Rajkumar Viral, Divya Asija, Surender Salkuti, Rajkumar Viral,Divya Asija,Surender Salkuti in PDF and/or ePUB format, as well as other popular books in Computer Science & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title
  3. Series
  4. Title
  5. Copyright
  6. Contents
  7. Preface
  8. About the Editors
  9. List of Contributors
  10. 1 Necessities of Big Data in Smart Grid
  11. 2 Challenges and Opportunities in the Development of a Smart Grid System in India
  12. 3 Why Big Data for Smart Cities?
  13. 4 Big Data for Smart Grid: A Way Forward
  14. 5 Advanced Machine Learning Methods for Big Data Analytics Used in Smart Grid
  15. 6 Perspective of Cybersecurity and Ethical Hacking with Vulnerability Assessment and Exploitation Tools
  16. 7 Communication and Measurement Technologies for Smart Grid
  17. 8 Big Data for Smart Grid: A Case Study
  18. 9 Big Data and Smart Grid: Implementation-Based Case Study
  19. 10 Big Data Analytics: A Holistic Assessment of Paradigm Shift Challenges and Opportunities for Future Smart Grid
  20. Index