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Optimal Operation of Thermal/Electrical Energy Systems Based on Cooperative Market Mechanism Considering Environmental Burden

Research Project

Project/Area Number 17560359
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionOsaka University

Principal Investigator

KUMAGAI Sadatoshi  Osaka University, Graduate Schoolof Engineering, Professor (10093410)

Co-Investigator(Kenkyū-buntansha) DOI Shinji  Osaka University, Graduate School of Engineering, Associate Professor (50217600)
MIYAMOTO Toshiyuki  Osaka University, Graduate School of Engineering, Associate Professor (00294041)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,800,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥300,000)
Fiscal Year 2007: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2006: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2005: ¥1,500,000 (Direct Cost: ¥1,500,000)
Keywordsglobal greenhouse gas reduction / energy saving / agent / distributed coonerative system / market-oriented orogrammine
Research Abstract

In this research, we call "group" a special area where electric power and heat energy are traded freely. A group can be composed of ordinary households without energy production capabilities, factories, with medium- and large-scale power and heat generation facilities, independent power providers, etc. Each emitting entity is given a power and heat generation limit and CO2 emission restrictions, and the basic unit of the CO2 emissions is explicitly considered during the purchase and sale of energy. All agents, while responding immediately to their respective power (heat) demands and in order to achieve the best economic performance, must deal with constantly changing spot prices of power (heat), and cooperatively determine its excess in amount and price to be sold or bought. In addition, they must satisfy the constraints on CO2 emissions, fuel consumption efficiency, etc.
Initially, a trading method consisting of an auction of multi-attributes and multi-items was proposed. Due to proble … More ms encountered in the optimality of the solution provided by the auction method, a method based on Market Oriented Programming (MOP) was proposed. The problems where the application of MOP is feasible were determined, and an improved algorithm and agent strategy were proposed. In addition, an adjustment in the basic unit of the CO2 emission mechanism was proposed. Through this adjustment it was possible to obtain the near optimal solution of the whole group. Furthermore, the algorithm was improved to be able to cope with the case of plural consumers, and the convergence property. The effectiveness of the proposed technique was confirmed by means of computational experiments.
It was shown that cost (= energy consumption) reduction of the whole group was possible by trading energy within the group. In addition, it was shown that such reduction can be achieved by a multi-agent system. The group mentioned in this research implies a collection of autonomous agents ; the application of a centralized technique is not suitable. From a practical point of view we believe it is important to show that the results obtained were achieved by a multi-agent system. Less

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (39 results)

All 2008 2007 2006 2005 Other

All Journal Article (14 results) (of which Peer Reviewed: 4 results) Presentation (25 results)

  • [Journal Article] 分散EMSにおけるエネルギー取引決定手法に対する市場指向プログラミングの適用2008

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Journal Title

      電気学会論文誌 Vol.128-C, no.1

      Pages: 24-31

    • NAID

      10020026950

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] An Energy Trading System with Consideration of CO2 Emissions2008

    • Author(s)
      T. Miyamoto, T. Kitayama, S. Kumagai, K. Mori, S. Klitamura, S. Shindo
    • Journal Title

      Electrical Engineering in Japan Vol.162, no.4

      Pages: 54-63

    • NAID

      130000089851

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An Application of the Market-Oriented Programming to Energy Trading Decision Method in Distributed Energy Management Systems2008

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai, K., Mori, S., Kitayama, T., Yamamoto
    • Journal Title

      IEEJ Trans. EIS Vol.128, no.1

      Pages: 24-31

    • NAID

      10020026950

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An Energy Trading System with Consideration of CO2 Emissions2008

    • Author(s)
      T., Miyamoto, T., Kitayama, S., Kumagai, K., Mori, S., Kitamura, S., Shindo
    • Journal Title

      Electrical Engineering in Japan Vol.162, no.4

      Pages: 54-63

    • NAID

      130000089851

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 分散EMSにおけるエネルギー取引決定手法に対する市場指向プログラミングの適用2008

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Journal Title

      電気学会論文誌C分冊 128-C

      Pages: 24-31

    • NAID

      10020026950

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 分散EMSにおけるエネルギー取引決定手法の評価2008

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Journal Title

      電気学会論文誌C分冊 128-C(In press)

    • NAID

      10021132476

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複数市場が存在する分散EMSにおけるエネルギー取引決定手法の検討2007

    • Author(s)
      杉本洋平, 八切好司, 宮本俊幸, 熊谷貞俊
    • Journal Title

      電子情報通信学会 2007年総合大会講演論文集 (In press)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] An Energy Distribution Decision Method in Distributed Energy Management Systems by the Market-Oriented Programming2006

    • Author(s)
      K.Yakire, T.Miyamoto, S.Kumagai, K.Mori, S.Kitamura, T.Yamamoto
    • Journal Title

      Proc. of SICE-ICCAS 2006

      Pages: 5983-5988

    • NAID

      110004776244

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 市場指向プログラミングを用いたエネルギー取引決定手法2006

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Journal Title

      計測自動制御学会 システム・情報部門学術講演会 2006 予稿集

      Pages: 213-218

    • Related Report
      2006 Annual Research Report
  • [Journal Article] CO2排出量を考慮した分散EMSへの市場指向プログラミングの適用2006

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Journal Title

      電子情報通信学会 技術報告 CST2006-1

      Pages: 1-6

    • Related Report
      2006 Annual Research Report
  • [Journal Article] CO2排出量を考慮したエネルギー取引システムに関する一考察2005

    • Author(s)
      宮本俊幸, 北山朋宏, 熊谷貞俊, 森一之, 北村聖一, 進藤静一
    • Journal Title

      電気学会論文誌 Vol.125-C, no.10

      Pages: 1513-1521

    • NAID

      130000089851

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] An Energy Trading System with Consideration of CO2 Emissions2005

    • Author(s)
      T., Miyamoto, T., Kitayama, S., Kumagai, K., Mori, S., Kitayama, S., Shindo
    • Journal Title

      IEEJ Trans. EIS Vol.125, no.10

      Pages: 1513-1521

    • NAID

      130000089851

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 環境負荷を考慮したエネルギー取引システムシミュレータにおけるJavaクラスの開発2005

    • Author(s)
      八切好司
    • Journal Title

      電子情報通信学会 信学技報 CST2005-10

      Pages: 23-28

    • Related Report
      2005 Annual Research Report
  • [Journal Article] CO2排出量を考慮したエネルギー取引システムに関する一考察2005

    • Author(s)
      宮本俊幸
    • Journal Title

      電気学会論文誌C Vol.125・no.10

      Pages: 1513-1521

    • NAID

      130000089851

    • Related Report
      2005 Annual Research Report
  • [Presentation] An Energy Distribution Decision Method in a Distributed Energy Management Systems with Several Agents2008

    • Author(s)
      Y., Sugimoto, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      IFAC 2008, to be presented
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 分散EMSにおけるCO2排出原単位調整手法の提案2007

    • Author(s)
      杉本洋平, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Organizer
      計測自動制御学会 第42回離散事象システム研究会
    • Place of Presentation
      大阪大学・豊中市
    • Year and Date
      2007-12-20
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A CO2 basic unit adjustment method for Distributed EMS2007

    • Author(s)
      Y., Sugimoto, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      SICE DES workshop
    • Place of Presentation
      Osaka Univ., Toyonaka
    • Year and Date
      2007-12-20
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 分散EMSにおけるCO2排出原単位調整手法の提案2007

    • Author(s)
      杉本洋平、宮本俊幸、熊谷貞俊、森一之、北村聖一, 山本隆也
    • Organizer
      計測自動制御学会 第42回離散事象システム研究会
    • Place of Presentation
      大阪大学、豊中市
    • Year and Date
      2007-12-20
    • Related Report
      2007 Annual Research Report
  • [Presentation] Computational Evaluation of a Market-Oriented Programming Method for Distributed Energy Management Systems2007

    • Author(s)
      T. Miyamoto, K. Yakire, S. Kumagai, K. Mori, S. Kitamura, and T. Yamamoto
    • Organizer
      IEEE SMC 2007
    • Place of Presentation
      モントリオール・カナダ
    • Year and Date
      2007-10-09
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Computational Evaluation of a Market-Oriented Programming Method for Distributed Energy Management Systems2007

    • Author(s)
      T., Miyamoto, K., Yakire, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      IEEE SMC 2007
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2007-10-09
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Computational Evaluation of a Market-Oriented Programming Method for Distributed Energy Management Systems2007

    • Author(s)
      T. Miyamoto, K. Yakire, S. Kumagai, K. Mori, S. Kitamura, and T. Yamamoto
    • Organizer
      IEEE Intl. Conf. on Syst., Man, and Cybernetics
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2007-10-09
    • Related Report
      2007 Annual Research Report
  • [Presentation] 多主体分散EMSにおけるエネルギー取引決定手法に関する研究2007

    • Author(s)
      杉本洋平, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Organizer
      電気学会C部門大会
    • Place of Presentation
      大阪府立大学・堺市
    • Year and Date
      2007-09-05
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Energy Distribution Decision Method for a Distributed Energy Management System with Multiple Agents2007

    • Author(s)
      Y., Sugimoto, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      IEEJ Electronics, Information and Systems Conference
    • Place of Presentation
      Osaka Pref. Univ., Sakai
    • Year and Date
      2007-09-05
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 多主体分散EMSにおけるエネルギー取引決定手法に関する研究2007

    • Author(s)
      杉本洋平、宮本俊幸、熊谷貞俊、森一之、北村聖一, 山本隆也
    • Organizer
      電気学会C部門大会
    • Place of Presentation
      大阪府立大学、堺市
    • Year and Date
      2007-09-05
    • Related Report
      2007 Annual Research Report
  • [Presentation] Autonomous Distributed System and Its Realization by Multi Agent Nets2007

    • Author(s)
      S. Kumagai and T. Miyamoto
    • Organizer
      28th International Conference on Application and Theory of Petri nets and Other Model of Concurrency
    • Place of Presentation
      Siedlce,ポーランド
    • Year and Date
      2007-06-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Autonomous Distributed System and Its Realization by Multi Agent Nets2007

    • Author(s)
      S., Kumagai, T., Miyamoto
    • Organizer
      28th International Conference on Application and Theory of Petri nets and Other Model of Concurrency
    • Place of Presentation
      Siedlce, Poland
    • Year and Date
      2007-06-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Autonomous Distributed System and Its Realization by Multi Agent Nets2007

    • Author(s)
      S. Kumagai and T. Miyamoto
    • Organizer
      28th International Conference on Application and Theory of Petri Nets and Other Model of Concurrency
    • Place of Presentation
      Siedlce, Poland
    • Year and Date
      2007-06-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 複数市場が存在する分散EMSにおけるエネルギー取引決定手法の検討2007

    • Author(s)
      杉本洋平, 八切好司, 宮本俊幸, 熊谷貞俊
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      名城大学・名古屋市
    • Year and Date
      2007-03-22
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 市場指向プログラミングを用いたエネルギー取引決定手法2006

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Organizer
      計測自動制御学会 システム・情報部門学術講演会2006
    • Place of Presentation
      筑波大学・文京区
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An energy trading decision method by using market-oriented programming2006

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamto
    • Organizer
      SICE SSI 2006
    • Place of Presentation
      Tsukuba Univ., Bunkyo
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Energy Distribution Decision Method in Distributed Energy Management Systems by the Market-Oriented Programming2006

    • Author(s)
      K. Yakire, T. Hiyamoto, S. Kumagai, K. Mori, S. Kitamura, and T. Yamamoto
    • Organizer
      SICE-ICCAS 2006
    • Place of Presentation
      BEXCO・釜山
    • Year and Date
      2006-10-21
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Energy Distribution Decision Method in Distributed Energy Management Systems by the Market-Oriented Programming2006

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      SICE-ICCAS 2006
    • Place of Presentation
      BEXCO, Busan
    • Year and Date
      2006-10-21
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] CO2排出量を考慮した分散EMSへの市場指向プログラミングの適用2006

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 山本隆也
    • Organizer
      電子情報通信学会 コンカレント工学研究会
    • Place of Presentation
      石川ハイテク交流センター・能美市
    • Year and Date
      2006-06-01
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 環境負荷を考慮したエネルギー取引システムシミュレータにおけるJavaクラスの開発2005

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊, 森一之, 北村聖一, 進藤静一
    • Organizer
      電子情報通信学会 コンカレント工学研究会
    • Place of Presentation
      自治会館・那覇市
    • Year and Date
      2005-07-01
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Java Classes for Energy Trading Systems Simulator in Consideration of Environmental Load2005

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, S., Shindo
    • Organizer
      IEICE CST workshop
    • Place of Presentation
      Jichi-Kaikan, Naha
    • Year and Date
      2005-07-01
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Energy Distribution Decision Method for Distributed Energy Management System under Existence of Plural Markets2005

    • Author(s)
      Y., Sugimoto, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamoto
    • Organizer
      IEICE Annual Conference
    • Place of Presentation
      Meijyo Univ., Nagoya
    • Year and Date
      2005-03-22
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 分散EMSの最適運転計画ソフトウェアに関する研究2005

    • Author(s)
      八切好司, 宮本俊幸, 熊谷貞俊
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      大阪大学・豊中市
    • Year and Date
      2005-03-21
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] On a software for optimal planning in distributed EMS2005

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai
    • Organizer
      IEICE Annual Conference
    • Place of Presentation
      Osaka Univ. Tovonaka
    • Year and Date
      2005-03-21
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An energy distribution decision method in distributed energy management system by the market-oriented programming

    • Author(s)
      K., Yakire, T., Miyamoto, S., Kumagai, K., Mori, S., Kitamura, T., Yamamto
    • Organizer
      IEICE CST workshop
    • Place of Presentation
      Ishikawa hi-tech center, Nomi
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2005-04-01   Modified: 2016-04-21  

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