Big Data Analytics Framework for Smart Grids (Explainable AI (XAI) for Engineering Applications)

By: and and

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis
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. &nb
Copyright:
2024

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9781003828020
Related ISBNs:
9781032665399, 9781032665382, 9781032392905
Publisher:
CRC Press
Date of Addition:
Copyrighted By:
selection and editorial matter, R. K. Viral, Divya Asija and Surender Reddy Salkuti, individual chapters, the contributors, Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibilit
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Technology
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
Rajkumar Viral
Edited by:
Divya Asija
Edited by:
Surender Salkuti

Reviews

No Rating Yet