Big Data Analytics in Future Power Systems
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Product Details
Author:
Ahmed F. Zobaa, Trevor J. Bihl
Format:
Paperback
Pages:
188
Publisher:
CRC Press (December 18, 2020)
Language:
English
ISBN-13:
9780367733384
Weight:
16oz
Dimensions:
6.125" x 9.1875"
File:
TAYLORFRANCIS-TayFran_260715050412414-20260715.xml
Folder:
TAYLORFRANCIS
List Price:
$72.99
Case Pack:
1
As low as:
$69.34
Publisher Identifier:
P-CRC
Discount Code:
H
Audience:
Professional and scholarly
Country of Origin:
United States
Pub Discount:
30
Imprint:
CRC Press
Overview
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.
