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Distributed optimization of netwoks in smart energy systems by using market mechanism

Research Project

Project/Area Number 25420450
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionKeio University

Principal Investigator

Aiyoshi Eitaro  慶應義塾大学, 理工学部, 教授 (90137985)

Co-Investigator(Kenkyū-buntansha) YASUDA Keiichiro  首都大学東京, 理工学研究科, 教授 (30220148)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords分散型最適化 / エネルギーフロー / ネットワーク最適化 / 分割解法 / 価格調整 / 拡大ラグランジュ関数 / スマートシティ / システム最適化 / エネルギーシステム / 価格調整則 / 拡大ラグランジュ関数法 / Nash均衡解 / 分散市場
Outline of Final Research Achievements

Considering smart cities, we proposed network flow models with balancing supply and demand between plural energy sources, formulations of optimizations of the network flow problems, and their optimization methods. In these model, storage nodes describing buffer facilities and market nodes modelling markets where energies are trading are introduced newly.
Next the original fruit in case where convex assumption is not supposed with non-linearity characteristics in energy transformation, the new distributed optimization method is proposed, in which a total optimization problem is decomposed by the price coordination in market by using the augmented Lagrangian. Moreover, efectiveness of the new method to the above energy network flow models is cirtified.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (15 results)

All 2015 2014 2013

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (11 results) (of which Int'l Joint Research: 2 results,  Invited: 2 results) Book (1 results)

  • [Journal Article] A New Framework with a Stability Theory for Multipoint-Type and Stochastic Meta-Heuristic Optimization Algorithms2015

    • Author(s)
      Yuji Koguma, Eitaro Aiyoshi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E98.A Issue: 2 Pages: 700-709

    • DOI

      10.1587/transfun.E98.A.700

    • NAID

      130004770940

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Algorithm Tuner for PSO Methods and Genetic Probramming Technique for Learning Tuning Rules2014

    • Author(s)
      Minoru kanemasa, Eitaro Aiyoshi
    • Journal Title

      IEEJ Transaction on Electrical and Electronic Engineering

      Volume: 9 Issue: 4 Pages: 407-414

    • DOI

      10.1002/tee.21986

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] EMS and DP Based Coordinative Control for Distributed Energy Systems2014

    • Author(s)
      大矢俊介、田村健一、安田恵一郎
    • Journal Title

      IEEJ Transactions on Power and Energy

      Volume: 134 Issue: 3 Pages: 273-274

    • DOI

      10.1541/ieejpes.134.273

    • NAID

      130003391890

    • ISSN
      0385-4213, 1348-8147
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 拡大ラグランジュ関数法を用いた価格調整によるエネルギーネットワークの分散型最適化2015

    • Author(s)
      小板寛之, 相吉英太郎
    • Organizer
      計測自動制御学会 システム・情報部門学術講演会2015
    • Place of Presentation
      函館アリーナ (北海道・函館市)
    • Year and Date
      2015-11-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Smart Startegy for Supply-Demand Control for Distributed Energy Systems2015

    • Author(s)
      T.Sawairi, K.Tamura and K. Yasuda
    • Organizer
      2015 IEEE International Coference on Systems, Man and Cybernetics
    • Place of Presentation
      Hong Kong (China)
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Study on Supply-Demand Control Strategy for Distributed Energy Systems2015

    • Author(s)
      T.Sawairi, K.Tamura and K. Yasuda
    • Organizer
      2015 IEEE International Coference on Systems, Man and Cybernetics
    • Place of Presentation
      Hong Kong (China)
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 等式制約ロバスト最適化問題のヒューリスティック解法と需要変動を考慮したエネルギー流れ最適化問題への応用2014

    • Author(s)
      今野高明、相吉英太郎
    • Organizer
      計測自動制御学会 システム情報部門学術講演会2014
    • Place of Presentation
      岡山大学
    • Year and Date
      2014-11-21 – 2014-11-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 拡大ラグランジュ関数法による最適化問題の新分割解法とエネルギー流れ最適化問題への応用2014

    • Author(s)
      前田竜二、相吉英太郎
    • Organizer
      計測自動制御学会 システム情報部門学術講演会2014
    • Place of Presentation
      岡山大学
    • Year and Date
      2014-11-21 – 2014-11-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 分散型エネルギーシステムの運用・制御戦略2014

    • Author(s)
      澤入智己、田村健一、安田恵一郎
    • Organizer
      計測自動制御学会 システム情報部門学術講演会2014
    • Place of Presentation
      岡山大学
    • Year and Date
      2014-11-21 – 2014-11-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 分散型エネルギーシステムにおける協調型需給制御の有用性に関する検討2014

    • Author(s)
      澤入智己、田村健一、安田恵一郎
    • Organizer
      平成26年電気学会 電子・情報システム部門大会
    • Place of Presentation
      島根大学
    • Year and Date
      2014-09-03 – 2014-09-06
    • Related Report
      2014 Research-status Report
  • [Presentation] 最適化問題の「チーム化」とそれに基づくハイブリッド型最適化手法の提案2014

    • Author(s)
      佐々木康道、相吉英太郎
    • Organizer
      平成26年電気学会 電子・情報システム部門大会
    • Place of Presentation
      島根大学
    • Year and Date
      2014-09-03 – 2014-09-06
    • Related Report
      2014 Research-status Report
  • [Presentation] エネルギーフローのネットワークモデルとその分散的最適運用のための市場ネットワークモデル2014

    • Author(s)
      相吉英太郎
    • Organizer
      平成26年電気学会全国大会
    • Place of Presentation
      松山・愛媛大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] 総論:スマートコミュニティの考え方とモデル2014

    • Author(s)
      安田恵一郎
    • Organizer
      平成26年電気学会全国大会
    • Place of Presentation
      松山・愛媛大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] スマートコミュニティのためのエネルギーフローネットワークと市場ネットワーク2013

    • Author(s)
      相吉英太郎
    • Organizer
      第23回インテリジェント・システム・シンポジウム(FANシンポジウム)
    • Place of Presentation
      福岡・九州大学
    • Related Report
      2013 Research-status Report
  • [Book] 最適化手法の基礎-力学モデルによる理解と実装-2014

    • Author(s)
      相吉英太郎、岡本卓、安田恵一郎
    • Total Pages
      209
    • Publisher
      森北出版
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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