Big Data Application In Power Systems

Paperback | November 1, 2017

byReza ArghandehEditorYuxun Zhou

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The recent developments in monitoring systems and sensor networks dramatically increase the variety, volume, and velocity of measurement data in electricity transmission and distribution level. In Big Data Application in Power Systems experts from academia, industry and regulatory agencies bring together their understanding and discuss the big data analytics applications for power systems diagnostics, operation and control. Focusing on rapidly modernizing monitoring systems, measurement data availability, big data handling, and machine learning approaches to process the high dimensional, heterogeneous, and spatiotemporal data. The book chapters will discuss challenges, opportunities, success stories, and pathways for utilizing big data value in smart grids. Provides expert analysis of the latest developments by global authorities Contains detail references for further reading and for extended research Provides additional cross-disciplinary lessons learnt from broad disciplines such as statistics, computer science, and bioinformatics

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The recent developments in monitoring systems and sensor networks dramatically increase the variety, volume, and velocity of measurement data in electricity transmission and distribution level. In Big Data Application in Power Systems experts from academia, industry and regulatory agencies bring together their understanding and discuss...

Reza Arghandeh - Assistant Prof. in Electrical Engineering, Florida State UniversityContributed to the Elsevier publication Renewable Energy Integration: Practical Management of Variability, Uncertainty and Flexibility and has published more than 20 journal papers related to smart grid technologies, monitoring systems, data analysis fo...
Format:PaperbackDimensions:500 pages, 8.75 × 6.35 × 0.68 inPublished:November 1, 2017Publisher:Elsevier ScienceLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0128119683

ISBN - 13:9780128119686

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Table of Contents

A. Introduction B. Monitoring and Data Aquisition in Power Systems C. Data-Enriched Farmeworks for Smart Grid Management D. Statistical Learning Methods for Smart Grid Applications E. Present Practice for Big Data Analysis in Power Systems F. Big Data for Power System Sutainability, Security and Resiliance E. Utilities and Big Data F. Future Trends for Big Data Application In Smart Grids