Big Data Analytics in Future Power Systems (Paperback)

Power systems are increasingly collecting large amounts of data due to the expansion of the Internet of Things into power grids. In a smart grids scenario, a huge number of intelligent devices will be connected with almost no human intervention characterizing a machine-to-machine scenario, which is one of the pillars of the Internet of Things. The book characterizes and evaluates how the emerging growth of data in communications networks applied to smart grids will impact the grid efficiency and reliability. Additionally, this book discusses the various security concerns that become manifest with Big Data and expanded communications in power grids. Provide a general description and definition of big data, which has been gaining significant attention in the research community. Introduces a comprehensive overview of big data optimization methods in power system. Reviews the communication devices used in critical infrastructure, especially power systems; security methods available to vet the identity of devices; and general security threats in CI networks. Presents applications in power systems, such as power flow and protection. Reviews electricity theft concerns and the wide variety of data-driven techniques and applications developed for electricity theft detection.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Release date:	December 2020
First published:	2019
Editors:	Ahmed F. Zobaa • Trevor J. Bihl
Dimensions:	234 x 156 x 18mm (L x W x T)
Format:	Paperback
Pages:	174
ISBN-13:	978-0-367-73338-4
Categories:	Books > Professional & Technical > Energy technology & engineering > Electrical engineering > Power generation & distribution Books > Computing & IT > Applications of computing > Databases > General
LSN:	0-367-73338-2
Barcode:	9780367733384

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