A novel game-based demand side management scheme for smart grid

Zubair Md Fadlullah, Minh Quan Duong, Nei Kato, Ivan Stojmenovic

研究成果: Conference contribution

11 被引用数 (Scopus)

抄録

In order to optimize energy consumption in smart grid, demand side management has gained a lot of attention recently. While existing research works attempt to optimize energy consumption either from the view point of the power company or that of users, we investigate whether it is possible to consider both parties' interests at the same time. In this paper, we propose a novel energy price model, which is a function of the total energy consumption in the considered system. In addition, a new objective function, to optimize the difference between the value and cost of energy, is proposed. The power company sends the energy price parameter and the latest consumption summary vector information to the users sequentially. Upon receiving these information, a user can optimize his own schedule and report it to the company. The company then updates its energy price parameter before communicating with the next customers. A two-step centralized game is proposed that models this interaction between the power company and its consumers. The game aims at reducing the system peak-to-average power ratio by simultaneously optimizing users' energy schedules and lowering the overall energy consumption in the system. Through simulation results the performance of the proposed game-based demand side management technique is evaluated.

本文言語English
ホスト出版物のタイトル2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
ページ4677-4682
ページ数6
DOI
出版ステータスPublished - 2013 8 21
イベント2013 IEEE Wireless Communications and Networking Conference, WCNC 2013 - Shanghai, China
継続期間: 2013 4 72013 4 10

出版物シリーズ

名前IEEE Wireless Communications and Networking Conference, WCNC
ISSN(印刷版)1525-3511

Other

Other2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
国/地域China
CityShanghai
Period13/4/713/4/10

ASJC Scopus subject areas

  • 工学(全般)

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