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Decentralized Integrated Energy Management for Residential Users Based on Evolutionary Game

  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the development of integrated energy systems (IES) and smart home systems (SHS), it is very important to effectively grasp the energy consumption behavior and habits of thermal users for the optimal allocation and utilization of energy. However, The energy consumption behavior has the characteristics of randomness and autonomy. Traditional game methods and optimization methods assume that players are rational, which is contrary to the actual situation. To this end, this paper presents a dynamic analysis model to analyze comprehensive energy consumption behavior of residential users based on the evolutionary game theory (EGT), and classifies the terminal user loads according to their energy demand and energy carrier units characteristics, and constructs a cost/payoff model. In the proposed model, the user updates the energy consumption strategy continuously through the revision protocol, and the dynamic process of the user energy consumption strategies is studied by solving the mean dynamic function. And we propose an algorithm based on EGT. The simulation results show the feasibility of the proposed method.

Original languageEnglish
Title of host publicationProceedings of the 40th Chinese Control Conference, CCC 2021
EditorsChen Peng, Jian Sun
PublisherIEEE Computer Society
Pages6856-6861
Number of pages6
ISBN (Electronic)9789881563804
DOIs
Publication statusPublished - 26 Jul 2021
Event40th Chinese Control Conference, CCC 2021 - Shanghai, China
Duration: 26 Jul 202128 Jul 2021

Publication series

NameChinese Control Conference, CCC
Volume2021-July
ISSN (Print)1934-1768
ISSN (Electronic)2161-2927

Conference

Conference40th Chinese Control Conference, CCC 2021
Country/TerritoryChina
CityShanghai
Period26/07/2128/07/21

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

  • Evolutionary game theory
  • Integrated Energy Management
  • Residential users
  • Revision protocol

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