Applications of Big Data and Artificial Intelligence in Smart Energy Systems
eBook - ePub

Applications of Big Data and Artificial Intelligence in Smart Energy Systems

Volume 1 Smart Energy System: Design and its State-of-The Art Technologies

  1. 286 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Applications of Big Data and Artificial Intelligence in Smart Energy Systems

Volume 1 Smart Energy System: Design and its State-of-The Art Technologies

About this book

In the era of propelling traditional energy systems to evolve towards smart energy systems, including power generation, energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, domestic loads, and industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution, automation, energy regulation & control, and energy trading. This book covers the applications of various big data analytics,artificial intelligence, and machine learning technologies in smart grids for demand prediction, decision-making processes, policy, and energy management. The book delves into the new technologies for modern power systems such as the Internet of Things, Blockchain for smart home and smart city solutions in depth.

Technical topics discussed in the book include:

• Hybrid smart energy system technologies

• Smart meters

• Energy demand forecasting

• Use of different protocols and communication in smart energy

systems

• Power quality and allied issues and mitigation using AI

• Intelligent transportation

• Virtual power plants

• AI based smart energy business models

• Smart home solutions

• Blockchain solutions for smart grids.

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Information

Publisher
River Publishers
Year
2023
Print ISBN
9788770228251
eBook ISBN
9781000963830
Topic
Physical Sciences
Subtopic
Energy

Table of contents

  1. Cover Page
  2. Half Title page
  3. Series page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. Preface
  8. List of Figures
  9. List of Tables
  10. List of Contributors
  11. List of Abbreviations
  12. 1 Introduction to Smart Energy Systems in Recent Trends
  13. 2 An Overview of Artificial Intelligence, Big Data, and Internet of Things for Future Energy Systems
  14. 3 LoRa: A New Technology for Smart Grid Applications
  15. 4 Clustering Hybrid Application for Load Forecasting in Smart Grids
  16. 5 Big Data Analytical Techniques for Electrical Energy Forecasting in Smart Grid Paradigm
  17. 6 A Review of Smart Grid Planning Approaches and a New Proposal for Operational Planning of Smart Grid with Smart Homes
  18. 7 Smart Meter Data Analytics Case Study: Identification of LV Distribution Network Topology to Design Optimal Planning Solutions 7
  19. 8 Build Smart Grids on Artificial Intelligence – A Real-world Example
  20. 9 Artificial Intelligence Enabled Energy-efficient Technologies for Secured Smart Homes
  21. 10 A Review of Technologies in Net Zero Energy Building for Islanded Operation 10
  22. Index
  23. About the Editors

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Yes, you can access Applications of Big Data and Artificial Intelligence in Smart Energy Systems by Neelu Nagpal,Hassan Haes Alhelou,Pierluigi Siano,Sanjeevikumar Padmanaban,D. Lakshmi in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Energy. We have over 1.5 million books available in our catalogue for you to explore.