Big data analytics in future power systems (Record no. 212000)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190430b 2019 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781138095885
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 621.310285
Item number B4
245 ## - TITLE STATEMENT
Title Big data analytics in future power systems
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2019
Place of publication, distribution, etc Florida
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 174p.
Other physical details With index
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents

1 Introduction.
2 Big Data Application and Analytics in a Large-Scale Power System.
3 The Role of Big Data in Smart Grid Communications.
4 Big Data Optimization in Electric Power Systems: A Review.
5 Security Methods for Critical Infrastructure Communications.
6 Data-Mining Methods for Electricity Theft Detection
7 Unit Commitment Control of Smart Grids.
8 A New Transformer Differential Protection Algorithm Based on Data Pattern Recognition.
520 ## - SUMMARY, ETC.
Summary, etc 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.

https://www.crcpress.com/Big-Data-Analytics-in-Future-Power-Systems/Zobaa-Bihl/p/book/9781138095885
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Smart power grids -- data processing
9 (RLIN) 379224
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Electric power systems
9 (RLIN) 379225
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
9 (RLIN) 379226
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Zobaa, Ahmed F.
Relator term Editor
9 (RLIN) 379227
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Bihl, Trevor J.
9 (RLIN) 379228
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Full call number Barcode Date last seen Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-04-29 12 5.00 Slot 1749 (2 Floor, East Wing) 621.310285 B4 199246 2019-04-29 7361.20 Books

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