Big Data Application In Power Systems by Reza ArghandehBig Data Application In Power Systems by Reza Arghandeh

Big Data Application In Power Systems

byReza ArghandehEditorYuxun Zhou

Paperback | November 1, 2017

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Big Data Application in Power Systemsbrings 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 authorities
  • Contains detailed references for further reading and extended research
  • Provides additional cross-disciplinary lessons learned from broad disciplines such as statistics, computer science and bioinformatics
  • Focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data
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...
Title:Big Data Application In Power SystemsFormat: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 Sustainability, Security and Resiliance E. Utilities and Big Data F. Future Trends for Big Data Application In Smart Grids