論文

査読有り
2013年

Differential Game-Theoretic Framework for a Demand-side Energy Management System

2013 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM)
  • Ryohei Arai
  • ,
  • Koji Yamamoto
  • ,
  • Masahiro Morikura

開始ページ
768
終了ページ
773
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.1109/SmartGridComm.2013.6688052
出版者・発行元
IEEE

This paper proposes a game-theoretic framework for analyzing the decentralized and centralized control of smart grids based on the availability of information. For the demand response, demand-side actors in smart grids need to obtain various types of information via communication, e.g., a house with a photovoltaic (PV) power system acts efficiently based on the weather forecasts. In contrast, the information required for control is not always available because of communication failure. If information is unavailable, other control methods can cope with loss of the precise information. This paper introduces a comprehensive framework for a demand side management system for PV systems. According to the availability of information to predict the amount of PV power generation, we evaluate three control schemes, i.e., decentralized open-loop control, decentralized feedback control, and centralized control. Two types of decentralized control are formulated using a differential game, whereas centralized control is formulated as an optimal control problem. Considering the output of a PV system, each demand-side actor schedules their power consumption to minimize a cost function, including the disutility, electricity rates, and the supply-demand balance. Simulation results reveal that decentralized open-loop control is useful when information about the predicted data of power generation is available, whereas decentralized feedback control works efficiently when information is unavailable.

リンク情報
DOI
https://doi.org/10.1109/SmartGridComm.2013.6688052
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000330174800129&DestApp=WOS_CPL
ID情報
  • DOI : 10.1109/SmartGridComm.2013.6688052
  • ISSN : 2373-6836
  • Web of Science ID : WOS:000330174800129

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