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Development of Optimization and Control Methods for Home Energy Management Systems

Research Project

Project/Area Number 26420420
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

WAKASA Yuji  山口大学, 大学院創成科学研究科, 准教授 (60263620)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsエネルギーマネジメント / 最適化 / 制御工学
Outline of Final Research Achievements

In this study, we have developed optimization and control methods for demand-side home energy management systems in order to compensating for instability of power supply due to renewable energy. In particular, focusing on deferrable loads of electric appliances at home, we have proposed optimal control methods for utilizing the flexibility of such electric appliances. We have also proposed a general-purpose distributed particle swarm optimization algorithm by combining with an average consensus algorithm, and have provided a convergence condition. Moreover, we have proposed a maximum power point tracking control method for photovoltaic systems by improving the efficiency of a particle swarm optimization-based approach.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (21 results)

All 2018 2017 2016 2015

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (12 results) (of which Invited: 1 results)

  • [Journal Article] 緩やかな変化を考慮した粒子群最適化による太陽光発電システムの最大電力点追従制御2018

    • Author(s)
      志賀大輔, 若佐裕治, 中村 龍
    • Journal Title

      システム制御情報学会論文誌

      Volume: 31

    • NAID

      130007484328

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Simultaneous tuning of controller and compensator parameters for systems with backlash2017

    • Author(s)
      Yuji Wakasa and Tomoki Kuwabara
    • Journal Title

      Innovative Computing, Information and Control Express Letters

      Volume: 11 Pages: 559-564

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] 主双対摂動法に基づく分散最適化による電力負荷スケジューリング2016

    • Author(s)
      若佐裕治, 仲谷聡介
    • Journal Title

      システム制御情報学会論文誌

      Volume: 29 Pages: 250-257

    • NAID

      130005414947

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Controller parameter tuning for DC motor systems with friction2016

    • Author(s)
      Yuji Wakasa and Shojiro Adachi
    • Journal Title

      Proc. SICE Annual Conference 2016

      Volume: - Pages: 575-577

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fictitious reference iterative tuning considering input saturation2015

    • Author(s)
      Yuji Wakasa and Shojiro Adachi
    • Journal Title

      IEEJ Trans. Electrical and Electronic Engineering

      Volume: 10 Issue: S1

    • DOI

      10.1002/tee.22177

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Distributed particle swarm optimization based on primal-dual decomposition architectures2015

    • Author(s)
      Yuji Wakasa and Sho Yamasaki
    • Journal Title

      Proc. 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: - Pages: 97-101

    • NAID

      130005107460

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Scheduling of flexible electric power loads via a distributed optimization algorithm2015

    • Author(s)
      Yuji Wakasa, Sosuke Nakaya, and Sho Yamasaki
    • Journal Title

      Proc. SICE Annual Conference 2015

      Volume: - Pages: 1110-1114

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Distributed particle swarm optimization using an average consensus algorithm2015

    • Author(s)
      Yuji Wakasa and Sosuke Nakaya
    • Journal Title

      Proc. 54th IEEE Conference on Decision and Control

      Volume: - Pages: 2661-2666

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Computation Time Reduction of Fuel Consumption Optimization for HEV by Using Reduced Data2015

    • Author(s)
      山崎 翔, 若佐裕治
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 51 Issue: 2 Pages: 136-138

    • DOI

      10.9746/sicetr.51.136

    • NAID

      130004855731

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] 多層ニューラルネットワークに基づく非線形補償と制御器調整2017

    • Author(s)
      山本展行, 若佐裕治
    • Organizer
      第4回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      岡山大学(岡山県岡山市北区)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Research-status Report
  • [Presentation] 分散型PSOによる電気自動車の充放電を考慮した電気製品スケジューリング2017

    • Author(s)
      和泉圭祐, 志賀大輔, 仲谷聡介, 若佐裕治
    • Organizer
      平成29年度(第68回)電気・情報関連学会中国支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 多層ニューラルネットワークによる非線形補償を用いた制御器パラメータ調整法2016

    • Author(s)
      山本展行, 若佐裕治
    • Organizer
      第25回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Year and Date
      2016-11-26
    • Related Report
      2016 Research-status Report
  • [Presentation] 分散型PSOによる電気製品スケジューリング2016

    • Author(s)
      志賀大輔, 仲谷聡介, 若佐裕治
    • Organizer
      平成28年度(第67回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 粒子群最適化の解析と分散型アルゴリズムへの展開2016

    • Author(s)
      若佐裕治
    • Organizer
      計測自動制御学会九州支部「制御理論とその応用に関する研究委員会」研究会(RACOT研究会)
    • Place of Presentation
      アクロス福岡(福岡県福岡市中央区)
    • Year and Date
      2016-06-25
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 分散型PSOアルゴリズムによる電気製品スケジューリング2016

    • Author(s)
      若佐裕治, 仲谷聡介, 志賀大輔
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      南山大学(愛知県名古屋市昭和区)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] バックラッシュを考慮した制御器パラメータ調整法2015

    • Author(s)
      桑原智生, 若佐裕治
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学(岡山県岡山市北区)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] PSOと平均合意に基づく分散型最適化アルゴリズム2015

    • Author(s)
      若佐裕治, 仲谷聡介
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県神戸市灘区)
    • Year and Date
      2015-11-15
    • Related Report
      2015 Research-status Report
  • [Presentation] HEVの燃費最適化に対するFirefly Algorithmの適用2015

    • Author(s)
      中村 龍, 若佐裕治
    • Organizer
      平成27年度(第66回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      山口大学(山口県宇部市)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Research-status Report
  • [Presentation] PSOによる電気製品スケジューリング2015

    • Author(s)
      仲谷聡介, 若佐裕治
    • Organizer
      平成27年度(第66回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      山口大学(山口県宇部市)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Research-status Report
  • [Presentation] 分散最適化アルゴリズムによる電力負荷スケジューリング2015

    • Author(s)
      若佐裕治, 仲谷聡介, 山崎翔
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市北区)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Research-status Report
  • [Presentation] 平均合意アルゴリズムを用いた分散型粒子群最適化2015

    • Author(s)
      若佐裕治
    • Organizer
      第2回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      東京電機大学 (東京都足立区)
    • Year and Date
      2015-03-07
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2019-03-29  

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