| Project/Area Number |
26420892
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Energy engineering
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| Research Institution | National Institute of Advanced Industrial Science and Technology |
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Principal Investigator |
Aki Hirohisa 国立研究開発法人産業技術総合研究所, 安全科学研究部門, 主任研究員 (70356343)
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| Co-Investigator(Kenkyū-buntansha) |
涌井 徹也 大阪府立大学, 工学(系)研究科(研究院), 准教授 (40339750)
横山 良平 大阪府立大学, 工学(系)研究科(研究院), 教授 (70158385)
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| Project Period (FY) |
2014-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2014: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
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| Keywords | エネルギーシステム / エネルギーマネジメント / エネルギー融通 / エネルギー需要予測 / サポートベクターマシン / 最適化 |
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| Outline of Final Research Achievements |
A management system was developed to maximize the introduction effects of high efficient water heaters such as economy, energy saving, and environmental impact mitigation by efficient utilization with hot water interchange or sharing. Energy demand prediction methods have been developed, and an energy management system that consists of the developed methods, an optimization model, and a real-time operation model has been also developed. Two prediction methods based on a bottom-up approach and support vector regression were developed. The performance of the developed management system was evaluated by operational simulations with actual energy demand data.
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