Privacy-Aware power charging coordination in future smart grid

Mohamed Mahmoud, Muhammad Ismail Muhammad, Prem Akula, Kemal Akkaya, Erchin Serpedin, Khalid Qaraqe

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

2 Citations (Scopus)

Abstract

In this paper, we propose a privacy-preserving power charging coordination scheme. Each energy storage unit (ESU) should send a charging request to an aggregator. The request does not reveal any private information to the aggregator. The aggregator forwards the requests to a charging controller that can know enough data to run a charging coordination scheme, but it cannot link the data to particular ESUs. Temporal charging coordination scheme is then proposed based on a modified knapsack problem formulation. The goal is to maximize the amount of power delivered to the ESUs before the charging requests expire without exceeding the available maximum charging capacity. Our simulation results demonstrate that both the optimal charging coordination and the privacy-Aware charging coordination exhibit an improved performance compared with a first-come-first-serve charging coordination. More importantly, the privacy-Aware scheme offers an attractive trade-off between the charging coordination performance and privacy preservation.

Original languageEnglish
Title of host publication2016 IEEE Wireless Communications and Networking Conference, WCNC 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Volume2016-September
ISBN (Electronic)9781467398145
DOIs
Publication statusPublished - 12 Sep 2016
Event2016 IEEE Wireless Communications and Networking Conference, WCNC 2016 - Doha, Qatar
Duration: 3 Apr 20167 Apr 2016

Other

Other2016 IEEE Wireless Communications and Networking Conference, WCNC 2016
CountryQatar
CityDoha
Period3/4/167/4/16

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Keywords

  • charging coordination
  • energy storage units
  • optimization
  • PEVs
  • Privacy preservation
  • smart grid

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Mahmoud, M., Muhammad, M. I., Akula, P., Akkaya, K., Serpedin, E., & Qaraqe, K. (2016). Privacy-Aware power charging coordination in future smart grid. In 2016 IEEE Wireless Communications and Networking Conference, WCNC 2016 (Vol. 2016-September). [7564967] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WCNC.2016.7564967