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Big data application in power systems /

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 netwo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Arghandeh, Reza, Zhou, Yuxun
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands ; Kidlington, Oxford : Elsevier, �2018.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Big data application in power systems /  |c edited by Reza Arghandeh, Yuxun Zhou. 
260 |a Amsterdam, Netherlands ;  |a Kidlington, Oxford :  |b Elsevier,  |c �2018. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
520 |a 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. 
650 0 |a Electric power systems. 
650 0 |a Big data. 
650 0 |a Smart power grids. 
650 6 |a R�eseaux �electriques (�Energie)  |0 (CaQQLa)201-0020539 
650 6 |a Donn�ees volumineuses.  |0 (CaQQLa)000284673 
650 6 |a R�eseaux �electriques intelligents.  |0 (CaQQLa)000277171 
650 7 |a TECHNOLOGY & ENGINEERING  |x Mechanical.  |2 bisacsh 
650 7 |a TECHNOLOGY & ENGINEERING  |x Electrical.  |2 bisacsh 
650 7 |a Big data  |2 fast  |0 (OCoLC)fst01892965 
650 7 |a Electric power systems  |2 fast  |0 (OCoLC)fst00905529 
650 7 |a Smart power grids  |2 fast  |0 (OCoLC)fst01792824 
700 1 |a Arghandeh, Reza. 
700 1 |a Zhou, Yuxun. 
776 0 8 |i Print version:  |z 0128119683  |z 9780128119686  |w (OCoLC)974031345 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780128119686  |z Texto completo