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Demand-side management and control for a class of smart grids based on game theory

  • University of Pretoria

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

With the help of evolutionary game theory, demand-side management (DSM) problem of a new class of networked smart grids is presented and solved in this paper. Some communities selected as controllers are cooperative with grid providers, while others pursue their individual benefits in the considered smart grids. Unconditional Imitation and Blind Imitation rules are introduced as strategy updating rules (SURs) of the uncooperative communities. The electricity price of each grid varies with the number of grid users. Based on semi-tensor product (STP) technique, the problem can be converted into control networked evolutionary game (CNEG). The objective in this paper is to select some communities as controllers and then design appropriate control sequences for them such that the minimal common benefit can be obtained and maintained. A nonlinear binary optimization is formulated to minimize total cost in the transient process of considered game.

Original languageEnglish
Title of host publicationProceedings of the 36th Chinese Control Conference, CCC 2017
EditorsTao Liu, Qianchuan Zhao
PublisherIEEE Computer Society
Pages10662-10667
Number of pages6
ISBN (Electronic)9789881563934
DOIs
StatePublished - 7 Sep 2017
Event36th Chinese Control Conference, CCC 2017 - Dalian, China
Duration: 26 Jul 2017 → 28 Jul 2017

Publication series

NameChinese Control Conference, CCC
ISSN (Print)1934-1768
ISSN (Electronic)2161-2927

Conference

Conference36th Chinese Control Conference, CCC 2017
Country/TerritoryChina
CityDalian
Period26/07/17 → 28/07/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Control networked evolutionary game
  • Demand-side management
  • Semi-tensor product
  • Smart grid

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