Big data impact on stability and reliability improvement of smart grid

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Smart grids systems generate a large amount of data. Big Data which is an essential element for improving the reliability, stability, and efficiency, and in decreasing the cost of energy use. Reliable operation of smart grid depends on the utilization of various real-time information related to monitoring, communications, control and management systems. This paper gives a common understanding of how big data can impact the reliability and stability of power grid, and investigates in detail a smart grid communication network architecture. In addition, the paper explores and collates the smart energy subsystem, the smart information subsystem, and the smart communication subsystem. This conceptual lens provides deep insights into the reliability challenges and effective solutions toward reliability issues in smart grid to reveal the big data role during the transition, and how it can fuel the organic growth of smart grid.

Original languageEnglish
Title of host publicationProceedings - 2017 IEEE International Conference on Big Data, Big Data 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1975-1982
Number of pages8
Volume2018-January
ISBN (Electronic)9781538627143
DOIs
Publication statusPublished - 12 Jan 2018
Event5th IEEE International Conference on Big Data, Big Data 2017 - Boston, United States
Duration: 11 Dec 201714 Dec 2017

Other

Other5th IEEE International Conference on Big Data, Big Data 2017
CountryUnited States
CityBoston
Period11/12/1714/12/17

Fingerprint

Smart Grid
Subsystem
Communication
Network architecture
Telecommunication networks
Lenses
Network Architecture
Energy
Communication Networks
Lens
Big data
Grid
Monitoring
Real-time
Costs

Keywords

  • Big Data
  • Big Data analytics
  • power system stability
  • Smart grid

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management
  • Control and Optimization

Cite this

Khalil, S., Mohamed, A., & Abu-Rub, H. (2018). Big data impact on stability and reliability improvement of smart grid. In Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017 (Vol. 2018-January, pp. 1975-1982). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigData.2017.8258143

Big data impact on stability and reliability improvement of smart grid. / Khalil, Shady; Mohamed, Amira; Abu-Rub, Haitham.

Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Vol. 2018-January Institute of Electrical and Electronics Engineers Inc., 2018. p. 1975-1982.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Khalil, S, Mohamed, A & Abu-Rub, H 2018, Big data impact on stability and reliability improvement of smart grid. in Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1975-1982, 5th IEEE International Conference on Big Data, Big Data 2017, Boston, United States, 11/12/17. https://doi.org/10.1109/BigData.2017.8258143
Khalil S, Mohamed A, Abu-Rub H. Big data impact on stability and reliability improvement of smart grid. In Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Vol. 2018-January. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1975-1982 https://doi.org/10.1109/BigData.2017.8258143
Khalil, Shady ; Mohamed, Amira ; Abu-Rub, Haitham. / Big data impact on stability and reliability improvement of smart grid. Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Vol. 2018-January Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1975-1982
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