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Development of the automatic R&D system for reaction processes

Research Project

Project/Area Number 23560919
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Reaction engineering/Process system
Research InstitutionShizuoka University

Principal Investigator

TAKAHASHI Takahiro  静岡大学, 工学(系)研究科(研究院), 助教 (50324330)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords化学気相堆積法 / CVD / 実数値遺伝的アルゴリズム / Bio-inspired algorithms / 反応機構 / モデリング / 自動化 / 微細加工 / 反応工学 / 遺伝的アルゴリズム / バイオインスパイアードアルゴリズム / 化学気相成長法
Research Abstract

In this study, we developed the automatic system to model the reaction mechanisms of CVD processes, in order to decrease the labor requirement and increase the speed of R&D in semiconductor industries. We evaluated the various optimization algorithms, which is dominant to the performance of the system, and found the real-coded genetic algorithms as the candidates for the implementation to the system. As a result, we successfully improved both the accuracy and the cost of the calculations of the system. In addition, we proposed and evaluated a mechanism for interlocking the system and a CFD simulator in order to apply the system to the commercial CVD reactor with complex physical and chemical phenomena.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (26 results)

All 2014 2013 2012 2011

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (18 results)

  • [Journal Article] A Calculation Method of Deposition Profiles in CVD Reactors Using Genetic Algorithms2013

    • Author(s)
      T. Takahashi, K. Kawamura, K. Takahashi and Y. Ema
    • Journal Title

      Physics Procedia

      Volume: Volume 46 Pages: 219-229

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of the Automatic Modeling System for Reaction Mechanisms Using REX+JGG2013

    • Author(s)
      T. Takahashi, K. Kawai, H. Nakai and Y. Ema
    • Journal Title

      Physics Procedia

      Volume: Volume 46 Pages: 239-247

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Calculation Method of Deposition Profiles in CVD Reactors Using Genetic Algorithms2013

    • Author(s)
      Takahiro Takahashi, Ken Kawamura, Kazuya Takahashi and Yoshinori Ema
    • Journal Title

      Physics Procedia

      Volume: 46 Pages: 219-229

    • DOI

      10.1016/j.phpro.2013.07.058

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of the Automatic Modeling System for Reaction Mechanisms Using REX+JGG2013

    • Author(s)
      Takahiro Takahashi, Kohei Kawai, Hiroyuki Nakai and Yoshinori Ema
    • Journal Title

      Physics Procedia

      Volume: 46 Pages: 239-247

    • DOI

      10.1016/j.phpro.2013.07.060

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Automatic System Using Mobile-Agent Software to Model the Calculation Process of a Chemical Vapor Deposition Film Deposition Simulator2011

    • Author(s)
      T. Takahashi, N. Fukui, M. Arakawa, K. Funatsu, Y. Ema
    • Journal Title

      J. Nanosci. Nanotechnol.

      Volume: Volume 11, Issue 9 Pages: 8004-8008

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Automatic Modeling System of the Reaction Mechanisms for Chemical Vapor Deposition Processes Using Real-Coded Genetic Algorithms2011

    • Author(s)
      T. Takahashi, H. Nakai, H. Kinpara, Y. Ema
    • Journal Title

      J. Nanosci. Nanotechnol.

      Volume: Volume 11, Issue 9 Pages: 8044-8048

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Automatic System Using Mobile-Agent Software to Model the Calculation Process of a Chemical Vapor Deposition Film Deposition Simulator2011

    • Author(s)
      Takahiro Takahashi, Noriyuki Fukui, Masamoto Arakawa, Kimito Funatsu, Yoshinori Ema
    • Journal Title

      Journal of Nanoscience and Nanotechnology

      Volume: Vol. 11 Issue: 9 Pages: 8004-8008

    • DOI

      10.1166/jnn.2011.5104

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Automatic Modeling System of the Reaction Mechanisms for Chemical Vapor Deposition Processes Using Real-Coded Genetic Algorithms2011

    • Author(s)
      Takahiro Takahashi, Hiroyuki Nakai, Hiroki Kinpara, Yoshinori Ema
    • Journal Title

      Journal of Nanoscience and Nanotechnology

      Volume: Vol. 11 Issue: 9 Pages: 8044-8048

    • DOI

      10.1166/jnn.2011.5101

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] An Automatic Modeling System of the Reaction Mechanisms for Chemical Vapor Deposition Processes Using Bio-Inspired Algorithms2014

    • Author(s)
      T. Takahashi, M. Arakawa, Y. Ema
    • Organizer
      NanoEnergy 2014
    • Place of Presentation
      University College London (London, UK)
    • Related Report
      2013 Final Research Report
  • [Presentation] An Automatic Modeling System for the Reaction Mechanisms of Chemical Vapor Deposition Processes Using Bio-Inspired Algorithms2014

    • Author(s)
      Takahiro Takahashi, Masamoto Arakawa and Yoshinori Ema
    • Organizer
      NanoEnergy 2014
    • Place of Presentation
      University College London (London, UK)
    • Related Report
      2013 Annual Research Report
  • [Presentation] バイオインスパイアードアルゴリズムを用いた化学気相堆積プロセスにおける反応機構自動解析システムの開発2013

    • Author(s)
      高橋崇宏, 阿部浩士, 荒川正幹, 江間義則
    • Organizer
      第36回情報化学討論会
    • Place of Presentation
      筑波大学(茨城県つくば市)
    • Related Report
      2013 Final Research Report
  • [Presentation] 実数値遺伝的アルゴリズムを用いたCVD装置における成膜速度分布の計算方法(3)2013

    • Author(s)
      高橋崇宏, 稲垣妙香, 成合真吾, 児玉純一, 荒川正幹, 江間義則
    • Organizer
      第36回情報化学討論会
    • Place of Presentation
      筑波大学(茨城県つくば市)
    • Related Report
      2013 Final Research Report
  • [Presentation] Bio-inspiredアルゴリズムを用いた反応機構自動解析システムの開発と評価2013

    • Author(s)
      高橋崇宏, 阿部浩士, 荒川正幹, 江間義則
    • Organizer
      化学工学会第45回秋季大会
    • Place of Presentation
      岡山大学(岡山県岡山市)
    • Related Report
      2013 Final Research Report
  • [Presentation] GAを用いたCVDの成膜速度分布に関する計算アルゴリズムの開発と評価(2)2013

    • Author(s)
      高橋崇宏, 河村健, 長谷部恭弘, 江間義則
    • Organizer
      化学工学会第45回秋季大会
    • Place of Presentation
      岡山大学(岡山県岡山市)
    • Related Report
      2013 Final Research Report
  • [Presentation] 実数値遺伝的アルゴリズムを用いたCVD装置における成膜速度分布の計算方法(3)2013

    • Author(s)
      高橋崇宏、稲垣妙香、成合真吾、児玉純一、荒川正幹、江間義則
    • Organizer
      第36回情報化学討論会
    • Place of Presentation
      筑波大学 (茨城県つくば市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] バイオインスパイアードアルゴリズムを用いた化学気相堆積プロセスにおける反応機構自動解析システムの開発2013

    • Author(s)
      高橋崇宏、阿部浩士、荒川正幹、江間義則
    • Organizer
      第36回情報化学討論会
    • Place of Presentation
      筑波大学 (茨城県つくば市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Bio-inspiredアルゴリズムを用いた反応機構自動解析システムの開発と評価2013

    • Author(s)
      高橋崇宏、阿部浩士、荒川正幹、江間義則
    • Organizer
      化学工学会第45回秋季大会
    • Place of Presentation
      岡山大学 (岡山県岡山市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] GAを用いたCVDの成膜速度分布に関する計算アルゴリズムの開発と評価 (2)2013

    • Author(s)
      高橋崇宏、河村健、長谷部恭弘、江間義則
    • Organizer
      化学工学会第45回秋季大会
    • Place of Presentation
      岡山大学 (岡山県岡山市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Development of the automatic modeling system for reaction mechanisms using REX+JGG2013

    • Author(s)
      Takahiro Takahashi, Kohei Kawai, Hiroyuki Nakai and Yoshinori Ema
    • Organizer
      EuroCVD 19
    • Place of Presentation
      Riviera Hotel (Varna, Bulgaria)
    • Related Report
      2013 Annual Research Report
  • [Presentation] A calculation method of deposition profiles in CVD reactors using genetic algorithms2013

    • Author(s)
      Takahiro Takahashi, Ken Kawamura, Kazuya Takahashi and Yoshinori Ema
    • Organizer
      EuroCVD 19
    • Place of Presentation
      Riviera Hotel (Varna, Bulgaria)
    • Related Report
      2013 Annual Research Report
  • [Presentation] REX+JGGを用いた反応機構自動解析システムの評価と改善2012

    • Author(s)
      高橋崇宏,河合晃平,中井寛之,金原宏樹,江間義則
    • Organizer
      化学工学会第44回秋季大会
    • Place of Presentation
      東北大学(宮城県)
    • Related Report
      2012 Research-status Report
  • [Presentation] GAを用いたCVDの成膜速度分布に関する計算アルゴリズムの開発と評価2012

    • Author(s)
      高橋崇宏,河村健,長谷部恭弘,稲垣妙香,高橋和也,江間義則
    • Organizer
      化学工学会第44回秋季大会
    • Place of Presentation
      東北大学(宮城県)
    • Related Report
      2012 Research-status Report
  • [Presentation] REX+JGGを用いたCVDプロセスの反応機構自動解析システムの開発2012

    • Author(s)
      高橋 崇宏,河合 晃平,中井 寛之,金原 宏樹,江間 義則
    • Organizer
      第35回情報化学討論会
    • Place of Presentation
      広島大学(広島県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 実数値遺伝的アルゴリズムを用いたCVD装置における成膜速度分布の計算方法(2)2012

    • Author(s)
      高橋 崇宏,長谷部 恭弘,稲垣 妙香,成合 真吾,江間 義則
    • Organizer
      第35回情報化学討論会
    • Place of Presentation
      広島大学(広島県)
    • Related Report
      2012 Research-status Report
  • [Presentation] An Automatic System Using Mobile-agent Software to Model the Calculation Process of a CVD Film Deposition Simulator2011

    • Author(s)
      Takahiro Takahashi, Noriyuki Fukui, Masamoto Arakawa, Kimito Funatsu and Yoshinori Ema
    • Organizer
      EuroCVD 18
    • Place of Presentation
      Actons Hotel (Kinsale, Ireland)
    • Related Report
      2011 Research-status Report
  • [Presentation] An Automatic Modeling System of the Reaction Mechanisms for CVD Processes Using Real-coded Genetic Algorithms2011

    • Author(s)
      Takahiro Takahashi, Hiroyuki Nakai, Hiroki Kinpara and Yoshinori Ema
    • Organizer
      EuroCVD 18
    • Place of Presentation
      Actons Hotel (Kinsale, Ireland)
    • Related Report
      2011 Research-status Report

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

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