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Distributed optimization for HEMS aggregation

Research Project

Project/Area Number 18K14170
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 31020:Earth resource engineering, Energy sciences-related
Research InstitutionWaseda University

Principal Investigator

YOSHIDA Akira  早稲田大学, スマート社会技術融合研究機構, 次席研究員 (90707887)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2020: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords分散階層型エネルギー管理 / 家庭用エネルギー管理システム / 太陽光発電 / デマンドレスポンス / 混合整数線形計画法 / 0-1整数計画法 / 組み合わせ最適化 / エネルギー管理システム / リソースアグリゲーション / 階層的制御 / モデル予測制御 / 家庭用エネルギーシステム / 交互方向乗数法 / 分散最適化
Outline of Final Research Achievements

A distributed hierarchical energy management method is constructed to control the electricity profile under given conditions for demand response by aggregating distributed energy resources in the geographically dispersed residential sector through home energy management systems. Through numerical experiments, the research have shown that the distributed hierarchical energy management system can control the global electricity profile in 30 minutes by providing the constraint of electricity consumption to the home energy management system from the upper layer.

Academic Significance and Societal Importance of the Research Achievements

提案する分散階層型エネルギー管理手法は、家庭用エネルギー機器の監視制御に必要な起動停止特性および変換効率などのモデル粒度を保持したまま、これまで困難であった、数千世帯規模の大域的な電力プロファイルを管理する点に特徴を持つ。本手法は、家庭部門のみならず業務部門および産業部門にも適用可能であり、またスマートグリッドに限らず他のエネルギーインフラも協調的に管理することで、より広域のエネルギーの合理的利用の可能性を示唆するものである。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (12 results)

All 2021 2020 2019 2018

All Presentation (12 results) (of which Int'l Joint Research: 6 results)

  • [Presentation] Hierarchical Residential Aggregation Method Incorporating Energy Demand Forecast2021

    • Author(s)
      Akira Yoshida
    • Organizer
      34th International Conference on Efficiency, Cost, Optimization, Simulation and Enironmental Impact of Energy Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Environmental Efficiency Evaluation in High Solar Wind Penetration Region with Fractional Optimization-based Operational Planning2020

    • Author(s)
      Akira Yoshida
    • Organizer
      33rd International Conference on Efficiency, Cost, Optimization, Simulation and Enironmental Impact of Energy Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fast Hierarchical Coordination Using Price Signal for Town-scale Home-EMSs Aggregation with Digital Annealer2020

    • Author(s)
      Toranosuke Saito
    • Organizer
      33rd International Conference on Efficiency, Cost, Optimization, Simulation and Enironmental Impact of Energy Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Combinatorial Optimization-based Hierarchical Management of Residential Energy Systems as Virtual Power Plant2020

    • Author(s)
      Toranosuke Saito
    • Organizer
      SICE Annual Conference 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複数住宅の断熱・蓄熱性能と住設機器の組み合わせを考慮した協調節電効果の分析2020

    • Author(s)
      齋藤 寅之輔
    • Organizer
      日本機械学会関東支部 第26期総会・講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] An online HEMS scheduling method based on deep recurrent neural network2019

    • Author(s)
      Akira Yoshida
    • Organizer
      32th International Conference on Efficiency, Costs, Optimization, Simulation and Enironmental Impact of Energy Systems
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 太陽光発電大量導入地域における蓄熱システムの余剰電力吸収効果の検討2019

    • Author(s)
      吉田 彬
    • Organizer
      第36回エネルギーシステム・経済・環境カンファレンス
    • Related Report
      2019 Research-status Report
  • [Presentation] 地域冷暖房を対象としたデマンドレスポンスのポテンシャル評価2019

    • Author(s)
      吉田 彬
    • Organizer
      第36回エネルギーシステム・経済・環境カンファレンス
    • Related Report
      2019 Research-status Report
  • [Presentation] 太陽光発電に併設した可逆燃料電池による余剰電力吸収効果の検討2019

    • Author(s)
      吉田 彬
    • Organizer
      第38回エネルギー・資源学会 研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] 蓄熱空調システムの新たな活用とその評価2019

    • Author(s)
      吉田 彬
    • Organizer
      第38回エネルギー・資源学会 研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] 熱回路網モデルおよび混合整数最適化モデルから構成されるエネルギー評価基盤を用いた実在都市に対する2030年におけるエネルギー消費動向のシナリオ分析2019

    • Author(s)
      齋藤 寅之輔
    • Organizer
      日本機械学会 2019年度 年次大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Asynchronous ADMM HEMS aggregation scheme in smart grid2018

    • Author(s)
      Akira Yoshida
    • Organizer
      Proceedings of the 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2022-01-27  

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