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Estimation of resin impregnation during LCM using data assimilation of stochastic simulation and electrical measurements and development of impregnation control

Research Project

Project/Area Number 15K05691
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Materials/Mechanics of materials
Research InstitutionTokyo University of Science

Principal Investigator

Matsuzaki Ryosuke  東京理科大学, 理工学部機械工学科, 准教授 (20452013)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords複合材料 / データ同化 / 樹脂含浸 / RTM / 樹脂注入成形 / 浸透係数
Outline of Final Research Achievements

In the resin transfer molding of composite materials, the estimation of resin impregnation and permeability is difficult using only observation of the flow front or numerical simulation. This study proposed the integration of stochastic numerical simulation of three-dimensional resin impregnation and flow front observation. The integration was performed using data assimilation techniques to compensate for the lack of measurement data and identify the permeability field, which is a key simulation model parameter for resin impregnation. The developed method was applied to the flat and curved panels, verifying that the impregnation state and permeability field can be simultaneously estimated.

Report

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

    (7 results)

All 2018 2017 2016

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (6 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Data assimilation for three-dimensional flow monitoring in non-flat composite structures during vacuum-assisted resin transfer molding: A numerical study2017

    • Author(s)
      Ryosuke Matsuzaki, Masaya Shiota
    • Journal Title

      Composites Structures

      Volume: 印刷中 Pages: 155-165

    • DOI

      10.1016/j.compstruct.2017.03.089

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] データ同化による複合材料の成形状態推定2018

    • Author(s)
      松崎 亮介
    • Organizer
      航空機フォーラムin京都
    • Related Report
      2017 Annual Research Report
  • [Presentation] 樹脂含浸成形のための浸透係数計測ベンチマークテストの紹介2017

    • Author(s)
      松崎亮介
    • Organizer
      日本機械学会 機械材料・材料加工部門 第3回 高分子基複合材料の成形加工に関する研究会
    • Place of Presentation
      日本大学(東京)
    • Related Report
      2016 Research-status Report
  • [Presentation] データ同化によるVaRTMの三次元樹脂含浸再構成2016

    • Author(s)
      松崎亮介
    • Organizer
      日本機械学会 機械材料・材料加工部門 第1回 高分子基複合材料の成形加工に関する研究会
    • Place of Presentation
      日本大学(東京)
    • Year and Date
      2016-09-05
    • Related Report
      2016 Research-status Report
  • [Presentation] データ同化を利用したCFRP成形の状態推定2016

    • Author(s)
      松崎亮介
    • Organizer
      平成28年度未踏科学サマー道場 高性能FRPとしなやかタフポリマーによる材料革命
    • Place of Presentation
      東京大学フューチャーセンター(千葉県)
    • Year and Date
      2016-08-17
    • Related Report
      2016 Research-status Report
  • [Presentation] Data assimilation for integration of electrical measurements and stochastic flow simulation during liquid composite molding2016

    • Author(s)
      松崎亮介
    • Organizer
      Next Generation Transport Aircraft Workshop 2016
    • Place of Presentation
      ハワイ州(米国)
    • Year and Date
      2016-02-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] データ同化による複合材料樹脂注入成形における3次元樹脂含浸再構成2016

    • Author(s)
      松崎亮介
    • Organizer
      日本機械学会計算力学部門第3回設計に活かすデータ同化研究会
    • Place of Presentation
      秋葉原UDX(東京)
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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