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The Maximum Power Point Tracking Algorithm using Chaotic Neural Network for The Photovoltaic Power Generation

Research Project

Project/Area Number 23700180
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionNippon Institute of Technology

Principal Investigator

KIMURA Takayuki  日本工業大学, 工学部, 助教 (80579607)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywordsソフトコンピューティング / 最適動作点追尾アルゴリズム / 組み合わせ最適化 / 最適動作点追尾制御法 / カオスダイナミクス / 組合わせ最適化 / 最適動作点追尾問題 / 組み合わせ最適化問題
Research Abstract

The electric power from the photovoltaic power generation always fluctuates because the amount of the electric power depends on the weather conditions. Then, this study proposed a new maximum power point tracking algorithm to use the photovoltaic power generation systems stably and efficiently. Further, this study also evaluated a power-controllingalgorithm for the power grid with photovoltaic power generation systems and wind turbine power generation systems. The obtained results indicated that the heuristic algorithmsusing the neural networks work well for the novel power generation systems.

Report

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

    (27 results)

All 2013 2012 2011

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (25 results)

  • [Journal Article] An Effective Routing Algorithm with Chaotic Neurodynamics for Optimizing Communication Networks2012

    • Author(s)
      Takayuki Kimura,Takefumi Hiraguri and Tohru Ikeguchi
    • Journal Title

      American Journal of Operations Research

      Volume: Vol.2 Issue: 03 Pages: 348-356

    • DOI

      10.4236/ajor.2012.23042

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Routing Strategy with Memory Information for Complex Networks2012

    • Author(s)
      T. Kimura, T. Ikeguchi and C. Tse
    • Journal Title

      American Journal of Operations Research

      Volume: Vol.2, No.1 Issue: 01 Pages: 73-81

    • DOI

      10.4236/ajor.2012.21008

    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Optimal Operation for Renewable Energy Systems Using Recurrent Neural Networks2013

    • Author(s)
      Keisuke Kimura and Takayuki Kimura
    • Organizer
      電気学会
    • Place of Presentation
      新都心ビジネス交流プラザ (埼玉県)
    • Year and Date
      2013-03-11
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Neural Network Approach to A Renewable Energy System with Complex Networks2013

    • Author(s)
      Keisuke Kimura and Takayuki Kimura
    • Organizer
      International Workshop on NonlinearCircuits,Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha' s Kona Beach Hotel,The Island of Hawaii,USA
    • Year and Date
      2013-03-06
    • Related Report
      2012 Final Research Report
  • [Presentation] Effective routing strategy by chaotic neurodynamics for complex networks2013

    • Author(s)
      Takayuki Kimura and Tohru Ikeguchi
    • Organizer
      International Workshop on Nonlinear Circuits,Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha' s Kona Beach Hotel,The Islandof Hawaii,USA.
    • Year and Date
      2013-03-05
    • Related Report
      2012 Final Research Report
  • [Presentation] A Study of A New Two- stages MPPT Method for The Photovoltaic System2013

    • Author(s)
      Yusuke Ohtsuka and Takayuki Kimura
    • Organizer
      InternationalWorkshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha' s Kona Beach Hotel,The Island of Hawaii,USA
    • Year and Date
      2013-03-05
    • Related Report
      2012 Final Research Report
  • [Presentation] Effective routing strategy by chaotic neurodynamics for complex networks2013

    • Author(s)
      T.Kimura and T.Ikeguchi
    • Organizer
      International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha's Kona Beach Hotel, The Island of Hawaii, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Study of A New Two-stages MPPT Method for The Photovoltaic System2013

    • Author(s)
      Y.Ohtsuka and T.Kimura
    • Organizer
      International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha's Kona Beach Hotel, The Island of Hawaii, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] Neural Network Approach to A Renewable Energy System with Complex Networks2013

    • Author(s)
      K.Kimura and T.Kimura
    • Organizer
      International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Courtyard King Kamehameha's Kona Beach Hotel, The Island of Hawaii, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] 2段階増分コンダクタンス法を用いた最大電力点追尾アルゴリズムの一考察2012

    • Author(s)
      大塚裕輔, 木村貴幸
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      福井市地域交流プラザ (福井県)
    • Year and Date
      2012-12-17
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Optimal operation by recurrent neural networks for a renewable energy powergrid2012

    • Author(s)
      Keisuke Kimura and Takayuki Kimura
    • Organizer
      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 study of output instability in the current-mode controlled DC- DC buck- boost converter2012

    • Author(s)
      Ryouta Nakashima, Takayuki Kimura and Youichi Ishizuka
    • Organizer
      International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Gran Melia Victoria, Majorca, Spain
    • Year and Date
      2012-10-25
    • Related Report
      2012 Final Research Report
  • [Presentation] Traffic Dynamics on Effective Routing Strategy for Complex Networks2012

    • Author(s)
      Takayuki Kimura and Tohru Ikeguchi
    • Organizer
      International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Gran Melia Victoria, Majorca, Spain
    • Year and Date
      2012-10-25
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] ARouting Strategy with Load- Balancing Effects by Chaotic Neural Networks2012

    • Author(s)
      Takayuki Kimura and Tohru Ikeguchi
    • Organizer
      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)
    • Year and Date
      2012-07-31
    • Related Report
      2012 Final Research Report
  • [Presentation] スマートグリッドシステムに対するリカレントニューラルネットワークを用いた最適化手法に関する一考察2012

    • Author(s)
      木村 佳佑, 木村 貴幸
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      鹿児島県産業会館 (鹿児島県)
    • Year and Date
      2012-07-06
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] 電流制御方式昇降圧型DC- DCコンバータに現れるカオス現象の一検討2012

    • Author(s)
      中島 良太,木村 貴幸,石塚 洋一
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      福江文化会館(長崎県)
    • Year and Date
      2012-03-28
    • Related Report
      2012 Final Research Report
  • [Presentation] A Routing Strategy with Load-Balancing Effects by Chaotic Neural Networks2012

    • Author(s)
      T.Kimura and T.Ikeguchi
    • Organizer
      第25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
      2012 Annual Research Report
  • [Presentation] A study of output instability in the current-mode controlled DC-DC buck-boost converter2012

    • Author(s)
      R.Nakashima, T.Kimura and Y.Ishizuka,
    • Organizer
      International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Gran Melia Victoria, Majorca, Spain
    • Related Report
      2012 Annual Research Report
  • [Presentation] Optimal operation by recurrent neural networks for a renewable energy power-grid2012

    • Author(s)
      K.Kimura and T.Kimura
    • Organizer
      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)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 電流制御方式昇降圧型DC-DCコンバータに現れるカオス現象の一検討2012

    • Author(s)
      中島 良太,木村 貴幸,石塚 洋一
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      五島列島,長崎
    • Related Report
      2011 Research-status Report
  • [Presentation] Efficient routing strategy using chaotic neural networks2011

    • Author(s)
      Takayuki Kimura and Tohru Ikeguchi
    • Organizer
      電子情報通信学会基礎・境界ソサイエティ大会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2011-09-16
    • Related Report
      2012 Final Research Report
  • [Presentation] A Chaotic Routing Strategy for Packet Delivery in Complex Networks2011

    • Author(s)
      Takayuki Kimura and Tohru Ikeguchi
    • Organizer
      International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Kobe Industrial Promotion Centre
    • Year and Date
      2011-09-05
    • Related Report
      2012 Final Research Report
  • [Presentation] カオスニューラルネットワークを用いた経路制御方式2011

    • Author(s)
      木村 貴幸,平栗 健史,神野 健哉
    • Organizer
      電子情報通信学会 通信方式研究会
    • Place of Presentation
      久米島イーフ情報プラザ(沖縄)
    • Year and Date
      2011-07-08
    • Related Report
      2012 Final Research Report
  • [Presentation] Chaotic Routing Strategy with Load-Balanced Effects for Communication Networks2011

    • Author(s)
      T. Kimura and T. Ikeguchi
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      San Jose, California, USA
    • Related Report
      2011 Research-status Report
  • [Presentation] A Chaotic Routing Strategy for Packet Delivery in Complex Networks2011

    • Author(s)
      T. Kimura and T. Ikeguchi
    • Organizer
      International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      神戸,兵庫
    • Related Report
      2011 Research-status Report
  • [Presentation] カオスニューラルネットワークを用いた経路制御方式2011

    • Author(s)
      木村 貴幸,平栗 健史,神野 健哉
    • Organizer
      電子情報通信学会 通信方式研究会
    • Place of Presentation
      久米島,沖縄
    • Related Report
      2011 Research-status Report
  • [Presentation] Efficient routing strategy using chaotic neural networks2011

    • Author(s)
      T.Kimura and T.Ikeguchi
    • Organizer
      2011年 電子情報通信学会基礎・境界ソサイエティ大会
    • Place of Presentation
      札幌,北海道
    • Related Report
      2011 Research-status Report

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

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