Optimal Operation of Thermal/Electrical Energy Systems Based on Cooperative Market Mechanism Considering Environmental Burden
| Project/Area Number |
17560359
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
System engineering
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| Research Institution | Osaka University |
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Principal Investigator |
KUMAGAI Sadatoshi Osaka University, Graduate Schoolof Engineering, Professor (10093410)
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| 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)
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| Project Period (FY) |
2005 – 2007
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| Project Status |
Completed (Fiscal Year 2007)
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| 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)
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| Keywords | global greenhouse gas reduction / energy saving / agent / distributed coonerative system / market-oriented orogrammine |
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| 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
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Report
(4 results)
Research Products
(39 results)
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[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
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Journal Title
IEEJ Trans. EIS Vol.128, no.1
Pages: 24-31
NAID
Description
「研究成果報告書概要(欧文)」より
Related Report
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[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
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Journal Title
Electrical Engineering in Japan Vol.162, no.4
Pages: 54-63
NAID
Description
「研究成果報告書概要(欧文)」より
Related Report
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[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
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Journal Title
IEEJ Trans. EIS Vol.125, no.10
Pages: 1513-1521
NAID
Description
「研究成果報告書概要(欧文)」より
Related Report
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[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
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[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
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[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
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[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
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[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
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[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
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[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
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[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
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[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
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[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
