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An optimization model of autonomous decentralized energy network and energy routing algorithms based on machine learning techniques

Research Project

Project/Area Number 23760359
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field System engineering
Research InstitutionRitsumeikan University

Principal Investigator

SAKAKIBARA Kazutoshi  立命館大学, 情報理工学部, 講師 (30388110)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords社会システム工学 / 自律分散システム / 自律分散型電力ネットワーク / 数理計画 / 感度分析 / 蓄電池 / 太陽光発電 / 電力融通 / 包絡分析法
Research Abstract

We study a decentralized solar energy network composed of multiple clusters, which correspond households equipped with PV units, rechargeable batteries, electrical appliances, and an electric power router. The routers manage the power transfer overthe clusters. A mathematical programming model is formulated for optimizing the design and the utilization of this overall energy network in order to evaluate efficiency and stability of the whole energy network. Through some simulation results, the effectiveness and the potential, e.g. for clarifying the effect of the batteries, of the proposed model are investigated. Moreover, we also develop a mathematical programming model which controls degradation of batteries in the decentralized solar energy networks in order to clarify the relationship between the system efficiency and the degree of degradation control.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (16 results)

All 2013 2012 2011 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (10 results) Book (2 results)

  • [Journal Article] 分散型電力ネットワークにおける蓄電池劣化抑制を指向した最適電力ルーティング手法2013

    • Author(s)
      加藤 晋也, 谷口 一徹, 榊原一紀, 福井 正博
    • Journal Title

      電気学会論文誌C

      Volume: 133(印刷中)

    • NAID

      10031175302

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Network Topology and Battery Size Exploration for Decentralized Energy Network with MIP base Power Flow Optimization2013

    • Author(s)
      Ittetsu Taniguchi, Kazutoshi Sakakibara, Shinya Kato, and Masahiro Fukui
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E96-A No.7(印刷中)

    • NAID

      130003370690

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 分散型電力ネットワークにおける蓄電池劣化抑制を指向した最適電力ルーティング手法2013

    • Author(s)
      加藤 晋也, 谷口 一徹, 榊原 一紀, 福井 正博
    • Journal Title

      電気学会論文誌C

      Volume: 133

    • NAID

      10031175302

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Network Topology and Battery Size Exploration for Decentralized Energy Network with MIP base Power Flow Optimization2013

    • Author(s)
      Ittetsu Taniguchi, Kazutoshi Sakakibara, Shinya Kato, and Masahiro Fukui
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E96-A No.7

    • NAID

      130003370690

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 太陽光発電の融通最適化モデルに対する効率の解析と感度分析2013

    • Author(s)
      鈴木将義,榊原一紀,西川郁子
    • Organizer
      第40回知能システムシンポジウム
    • Place of Presentation
      京都工芸繊維大学, 京都府
    • Year and Date
      2013-03-15
    • Related Report
      2012 Final Research Report
  • [Presentation] Analysis on Battery Storage Utilization in Decentralized Solar Energy Networks Based on A Mathematical Programming Model2012

    • Author(s)
      加藤晋也, 西原英, 谷口一 徹, 榊原一紀, 福井正博
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      神戸コンベンションセンター,兵庫県
    • Year and Date
      2012-11-21
    • Related Report
      2012 Final Research Report
  • [Presentation] A Battery Degradation Aware Optimal Power Distribution on Decentralized Energy Network2012

    • Author(s)
      加藤晋也, 谷口一徹, 榊原 一紀, 福井正博
    • Organizer
      IEEE International NEWCAS Conference 2012
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2012-06-21
    • Related Report
      2012 Final Research Report
  • [Presentation] 自律分散型電力ネットワークにおける蓄電池の劣化抑制を指向した最適電力ルーティング手法2012

    • Author(s)
      加藤晋也, 谷口一徹, 榊原 一紀, 福井正博
    • Organizer
      第56回システム制御情報学会研究
    • Place of Presentation
      京都テルサ,京都府
    • Year and Date
      2012-05-23
    • Related Report
      2012 Final Research Report
  • [Presentation] 太陽光発電の分散型電力融通ネットワークに対する最適化モデルとその解析2012

    • Author(s)
      鈴木啓吾,榊原一紀,西川郁子
    • Organizer
      第39回知能システムシンポジウム
    • Place of Presentation
      千葉大学(千葉県)
    • Related Report
      2011 Research-status Report
  • [Presentation] 自律分散型スマートグリッドにおける電力自給率向上のための最適電力ルーティング手法2011

    • Author(s)
      加藤晋也,谷口一徹,榊原一紀,福井正博
    • Organizer
      第24回 回路とシステムワークショップ
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県)
    • Related Report
      2011 Research-status Report
  • [Presentation] 自律分散型電力ネットワークにおける蓄電池の劣化抑制を指向した最適電力ルーティング手法

    • Author(s)
      加藤晋也, 谷口一徹, 榊原一紀, 福井正博
    • Organizer
      第56回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ,京都府
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Battery Degradation Aware Optimal Power Distribution on Decentralized Energy Network

    • Author(s)
      加藤晋也, 谷口一徹, 榊原一紀, 福井正博
    • Organizer
      IEEE International NEWCAS Conference 2012
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2012 Annual Research Report
  • [Presentation] Analysis on Battery Storage Utilization in Decentralized Solar Energy Networks Based on A Mathematical Programming Model

    • Author(s)
      加藤晋也, 西原英, 谷口一徹, 榊原一紀, 福井正博
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2013)
    • Place of Presentation
      神戸コンベンションセンター,兵庫県
    • Related Report
      2012 Annual Research Report
  • [Presentation] 太陽光発電の融通最適化モデルに対する効率の解析と感度分析

    • Author(s)
      鈴木将義,榊原一紀,西川郁子
    • Organizer
      第40回知能システムシンポジウム
    • Place of Presentation
      京都工芸繊維大学,京都府
    • Related Report
      2012 Annual Research Report
  • [Book] 「電力の地産地消を目指した自律分散型スマートグリッド」システム/制御/情報「社会インフラの設計と運用-数理計画から制度設計まで」特集号2012

    • Author(s)
      榊原一紀
    • Publisher
      システム制御情報学会
    • Related Report
      2012 Final Research Report
  • [Book] 「電力の地産地消を目指した自律分散型スマートグリッド」 システム/制御/情報「社会インフラの設計と運用―数理計画から制度設計まで」特集号,Vol.56, No.82012

    • Author(s)
      榊原一紀
    • Publisher
      システム制御情報学会
    • Related Report
      2012 Annual Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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