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Big Data Application in Power Systems

Language EnglishEnglish
Book Paperback
Book Big Data Application in Power Systems Reza Arghandeh
Libristo code: 17438347
Publishers Elsevier Science Publishing Co Inc, November 2017
Big Data Application in Power Systems brings together experts from academia, industry and regulatory... Full description
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Big Data Application in Power Systems brings together experts from academia, industry and regulatory agencies who share their understanding and discuss the big data analytics applications for power systems diagnostics, operation and control. Recent developments in monitoring systems and sensor networks dramatically increase the variety, volume and velocity of measurement data in electricity transmission and distribution level. The book focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data. The book chapters discuss challenges, opportunities, success stories and pathways for utilizing big data value in smart grids. Provides expert analysis of the latest developments by global authoritiesContains detailed references for further reading and extended researchProvides additional cross-disciplinary lessons learned from broad disciplines such as statistics, computer science and bioinformaticsFocuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data

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About the book

Full name Big Data Application in Power Systems
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 480
EAN 9780128119686
ISBN 0128119683
Libristo code 17438347
Weight 994
Dimensions 234 x 191 x 31
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