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Prediction of Microstructure and Mechanical Property of Multiphase Steel using GPU-accelerated Phase-Field Method

Research Project

Project/Area Number 23760088
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Materials/Mechanics of materials
Research InstitutionTokyo University of Agriculture and Technology (2012)
Tokyo Institute of Technology (2011)

Principal Investigator

YAMANAKA Akinori  東京農工大学, 大学院・工学研究院, 准教授 (50542198)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2012: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsフェーズフィールド法 / 鉄鋼材料 / 材質予測 / GPGPU / 均質化法 / 有限要素法 / GPU / Phase-Field法 / マルチスケールモデル
Research Abstract

We developed a new numerical simulation method by combining the crystal plasticity finite element method, the GPU-accelerated multi-phase-field method and the homogenization method in order to predict microstructure formations and mechanical properties of high strength multiphase steels, such as dual-phase (DP) steel. In this study, using the developed method, we systematically investigated the austenite-to-ferrite transformation from the hot-deformed austenite phase and the uniaxial tensile deformation behavior of the DP steel on the basis of the microstructural morphology simulated by the multi-phase-field method.

Report

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

    (42 results)

All 2013 2012 2011 Other

All Journal Article (12 results) (of which Peer Reviewed: 11 results) Presentation (25 results) Book (2 results) Remarks (3 results)

  • [Journal Article] Simulation of Microstructure Evolution and Deformation Behavior for Dual-phase Steel by Multi-phase-field Method and Elastoplastic Finite Element Method2013

    • Author(s)
      A. Yamanaka and T. Takaki
    • Journal Title

      International Journal of Automation Technology

      Volume: 7 Pages: 16-23

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiphase Field Simulation of Austenite-to-Ferrite Transformation Accelerated by GPU Computing2012

    • Author(s)
      A. Yamanaka, T. Takaki, T. Aoki and T.Shimokawabe
    • Journal Title

      Journal of Computational Science and Technology

      Volume: Vol.6 Pages: 182-197

    • NAID

      130003336316

    • URL

      http://dx.doi.org/10.1299/jcst.6.182

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Simulation of Austenite-to-Ferrite Transformation in Deformed Austenite by Cyrstal Plasticity Finite Element Method and Multi-Phase-Field Method2012

    • Author(s)
      A. Yamanaka, T. Takaki and Y. Tomita
    • Journal Title

      ISIJ International

      Volume: Vol.52 Pages: 659-668

    • URL

      http://dx.doi.org/10.2355/isijinternational.52.659

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiphase Field Simulation of Austenite-to-Ferrite Transformation Accelerated by GPU Computing2012

    • Author(s)
      Akinori Yamanaka, Tomohiro Takaki, Takayuki Aoki and Takashi Shimokawabe
    • Journal Title

      Journal of Computational Science and Technology

      Volume: 6 Issue: 3 Pages: 182-197

    • DOI

      10.1299/jcst.6.182

    • NAID

      130003336316

    • ISSN
      1881-6894
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simulation of Austenite-to-ferrite Transformation in Deformed Austenite by Crystal Plasticity Finite Element Method and Multi-phase-field Method2012

    • Author(s)
      Akinori Yamanaka, Tomohiro Takaki and Yoshihiro Tomita
    • Journal Title

      ISIJ International

      Volume: 52 Issue: 4 Pages: 659-668

    • DOI

      10.2355/isijinternational.52.659

    • NAID

      130002056289

    • ISSN
      0915-1559, 1347-5460
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multiple-GPU Scalability of Phase-Feld Simulation for Dendritic Solidification2011

    • Author(s)
      T. Aoki, S. Ogawa and A. Yamanaka
    • Journal Title

      Progress in Nuclear Science and Technology

      Volume: Vol.2 Pages: 639-642

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Numerical Prediction of Mechanical Properties of Dual-Phase Steel by Using Multi-Phase-Field Method and Homogenization Method2011

    • Author(s)
      A. Yamanaka and T. Takaki
    • Journal Title

      Proceedings of COMPLAS XI

      Volume: (CD-ROM)

    • Related Report
      2012 Final Research Report
  • [Journal Article] Peta-scalePhase-Field Simulation for DendriticSolidification on the TSUBAME 2.0Supercomputer2011

    • Author(s)
      T. Shimokawabe, T. Aoki, T. Takaki, A.Yamanaka, A. Nukada, T. Endo, N., Maruyama and S. Matsuoka
    • Journal Title

      The SC11 Technical Papers

      Pages: 1-1

    • URL

      http://dx.doi.org/10.1145/2063384.2063388

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multi-Phase-Field Simulations of Dynamic Recrystallization during Transient Deformation2011

    • Author(s)
      T. Takaki, A. Yamanaka and Y. Tomita
    • Journal Title

      ISIJ International

      Volume: Vol.51 Pages: 1717-1723

    • NAID

      10030383556

    • URL

      http://dx.doi.org/10.2355/isijinternational.51.1717

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiple-GPU Scalability of Phase-Field Simulation for Dendritic Solidification2011

    • Author(s)
      Takayuki Aoki, Satoi Ogawa and Akinori Yamanaka
    • Journal Title

      Progress in Nuclear Science and Technology

      Volume: 2 Pages: 639-642

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Peta-scale Phase-Field Simulation for Dendritic Solidification on the TSUBAME 2.0 Supercomputer2011

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki, Tomohiro Takaki, Akinori Yamanaka, Akira Nukada, Toshio Endo, Naova Maruyama, Satoshi Matsuoka
    • Journal Title

      In Proceedings of ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC11), Gordon Bell Paper, ACM Press

      Volume: 3 Pages: 1-11

    • DOI

      10.1145/2063384.2063388

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-phase-field Simulations of Dynamic Recrystallization during Transient Deformation2011

    • Author(s)
      Tomohiro Takaki, Akinori Yamanaka and Yoshihiro Tomita
    • Journal Title

      ISIJ International

      Volume: 51 Issue: 10 Pages: 1717-1723

    • DOI

      10.2355/isijinternational.51.1717

    • NAID

      10030383556

    • ISSN
      0915-1559, 1347-5460
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Extra Large Scale Phase-field Simulations during Directional Solidification of Binary Alloy2012

    • Author(s)
      T. Takaki, T. Shimokawabe, A. Yamanaka and Takayuki Aoki
    • Organizer
      7 th International Conference on Modeling in Crystal Growth
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Final Research Report
  • [Presentation] Three-dimensional Simulation of Martensitic Transformation in Steel by using Crystal Plasticity Phase-Field Model2012

    • Author(s)
      A. Yamanaka and T. Takaki
    • Organizer
      6 th International Conference on Multiscale Materials Modeling
    • Place of Presentation
      Biopolis, Singapore.
    • Related Report
      2012 Final Research Report
  • [Presentation] NewMulti-Scale Hot-Working Model for Dynamic Recrystallization2012

    • Author(s)
      T. Takaki, A. Yamanaka and Y. Tomita
    • Organizer
      6 th International Conference on Multiscale Materials Modeling
    • Place of Presentation
      Biopolis, Singapore.
    • Related Report
      2012 Final Research Report
  • [Presentation] GPUによるMulti-Phase-Fieldシミュレーションの高速化評価2012

    • Author(s)
      山中晃徳,高木知弘
    • Organizer
      日本機械学会第25回計算力学講演会
    • Place of Presentation
      ポートアイランド南地区,兵庫県神戸市
    • Related Report
      2012 Final Research Report
  • [Presentation] 熱間加工マルチスケールモデルの構築と基本特性評価2012

    • Author(s)
      高木知弘,山中晃徳,冨田佳宏
    • Organizer
      日本機械学会第25回計算力学講演会
    • Place of Presentation
      ポートアイランド南地区,兵庫県神戸市
    • Related Report
      2012 Final Research Report
  • [Presentation] GPUスパコンTSUBAME2.0によるフェーズフィールド法を用いた2petaflops樹枝状凝固成長計算2012

    • Author(s)
      下川辺隆史,青木尊之,高木知弘,山中晃徳,額田彰
    • Organizer
      日本計算工学会第17回計算工学講演会
    • Place of Presentation
      京都教育文化センター,京都府京都市
    • Related Report
      2012 Final Research Report
  • [Presentation] Three-dimensional Simulation of Martensitic Transformation in Steel by using Crystal Plasticity Phase-Field Model2012

    • Author(s)
      Akinori Yamanaka and Tomohiro Takaki
    • Organizer
      6 th International Conference on Multiscale Materials Modeling
    • Place of Presentation
      Biopolis(Conference Venue), Singapore
    • Related Report
      2012 Annual Research Report
  • [Presentation] New Multi-Scale Hot-Working Model for Dynamic Recrystallization2012

    • Author(s)
      Tomohiro Takaki, Akinori Yamanaka and Yoshihiro Tomita
    • Organizer
      6 th International Conference on Multiscale Materials Modeling
    • Place of Presentation
      Biopolis(Conference Venue), Singapore
    • Related Report
      2012 Annual Research Report
  • [Presentation] Extra Large Scale Phase-field Simulations during Directional Solidification of Binary Alloy2012

    • Author(s)
      Tomohiro Takaki, Takashi Shimokawabe, Akinori Yamanaka and Takayuki Aoki
    • Organizer
      7 th International Conference on Modeling in Crystal Growth
    • Place of Presentation
      The Grand Hotel, Taipei, Taiwan
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPUによるMulti-Phase-Fieldシミュレーションの高速化評価2012

    • Author(s)
      山中晃徳、高木知弘
    • Organizer
      日本機械学会 第25回計算力学講演会
    • Place of Presentation
      計算科学振興財団FOCUS, 兵庫県神戸市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 熱間加工マルチスケールモデルの構築と基本特性評価2012

    • Author(s)
      高木知弘、山中晃徳、冨田佳宏
    • Organizer
      日本機械学会 第25回計算力学講演会
    • Place of Presentation
      計算科学振興財団FOCUS, 兵庫県神戸市
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPU スパコンTSUBAME 2.0 によるフェーズフィールド法を用いた2 petaflops 樹枝状凝固成長計算2012

    • Author(s)
      下川辺隆史、青木尊之、高木知弘、山中晃徳、額田彰
    • Organizer
      日本計算工学会 第17回計算工学講演会
    • Place of Presentation
      京都教育文化センター, 京都府京都市
    • Related Report
      2012 Annual Research Report
  • [Presentation] Multiscale Modeling of Hot-Working Process Using Multi-Phase-Field Method2012

    • Author(s)
      Tomohiro Takaki, Akinori Yamanaka and Yoshihiro Tomita
    • Organizer
      International Symposium on PLASTICITY and Its Applications 2012
    • Place of Presentation
      Rio Mar Beach Resort & Spa, Puerto Rico
    • Related Report
      2011 Research-status Report
  • [Presentation] Phase-Field法と均質化法を用いた鉄鋼材料の組織・力学特性評価シミュレーション2011

    • Author(s)
      山中晃徳
    • Organizer
      溶接学会溶接構造シンポジウム2011
    • Place of Presentation
      大阪大学銀杏会館,大阪府吹田市
    • Related Report
      2012 Final Research Report
  • [Presentation] マルチフェーズフィールド法を用いた加工オーステナイト相のフェライト変態シミュレーション2011

    • Author(s)
      山中晃徳,高木知弘
    • Organizer
      日本塑性加工学会第62回塑性加工連合講演会
    • Place of Presentation
      ホテル日航豊橋,愛知県豊橋市
    • Related Report
      2012 Final Research Report
  • [Presentation] MPF-DRX法とFE法による熱間加工マルチスケールモデルの構築2011

    • Author(s)
      高木知弘,山中晃徳,冨田佳宏
    • Organizer
      日本機械学会第24回計算力学講演会
    • Place of Presentation
      岡山大学,岡山県岡山市
    • Related Report
      2012 Final Research Report
  • [Presentation] マルチGPU計算による超大規模Phase-Fieldシミュレーション2011

    • Author(s)
      下川辺隆史,青木尊之,高木知弘,山中晃徳
    • Organizer
      第16回日本計算工学会計算工学講演会
    • Place of Presentation
      東京大学,東京都
    • Related Report
      2012 Final Research Report
  • [Presentation] Multi-Phase-Field法と結晶塑性有限要素法によるフェライト相形成予測2011

    • Author(s)
      山中晃徳,高木知弘
    • Organizer
      日本鉄鋼協会第162回秋季講演大会
    • Place of Presentation
      大阪大学,大阪府吹田市
    • Related Report
      2012 Final Research Report
  • [Presentation] Numerical Prediction of Mechanical Properties of Dual-Phase Steel by Using Multi-Phase-Field Method and Homogenization Method2011

    • Author(s)
      Akinori Yamanaka, Tomohiro Takaki and Yoshihiro Tomita
    • Organizer
      XI International Conference on Computational Plasticity
    • Place of Presentation
      UPS, Barcelona, Spain
    • Related Report
      2011 Research-status Report
  • [Presentation] GPGPU Phase-Field Simulations During Directional Solidification of Binary Alloy2011

    • Author(s)
      Tomohiro Takaki and Akinori Yamanaka
    • Organizer
      2011 World Congress on Advances in Structural Engineering and Mechanics
    • Place of Presentation
      Sheraton Walker Hill Hotel, Seoul, Korea
    • Related Report
      2011 Research-status Report
  • [Presentation] Phase-Field法と均質化法を用いた鉄鋼材料の組織・力学特性評価シミュレーション2011

    • Author(s)
      山中晃徳
    • Organizer
      溶接構造シンポジウム2011
    • Place of Presentation
      大阪大学銀杏会館
    • Related Report
      2011 Research-status Report
  • [Presentation] マルチフェーズフィールド法を用いた加工オーステナイト相のフェライト変態シミュレーション2011

    • Author(s)
      山中晃徳, 高木知弘
    • Organizer
      日本塑性加工学会第62回塑性加工連合講演会
    • Place of Presentation
      ホテル日航豊橋
    • Related Report
      2011 Research-status Report
  • [Presentation] MPF-DRX法とFE法による熱間加工マルチスケールモデルの構築2011

    • Author(s)
      高木知弘, 山中晃徳, 冨田佳宏
    • Organizer
      日本機械学会第24回計算力学講演会
    • Place of Presentation
      岡山大学
    • Related Report
      2011 Research-status Report
  • [Presentation] マルチGPU計算による超大規模 Phase-Field シミュレーション2011

    • Author(s)
      下川辺隆史, 青木尊之, 高木知弘, 山中晃徳
    • Organizer
      日本計算工学会第16回計算工学講演会
    • Place of Presentation
      東京大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Multi-Phase-Field法と結晶塑性有限要素法によるフェライト相形成予測2011

    • Author(s)
      山中晃徳, 高木知弘
    • Organizer
      日本鉄鋼協会第162回秋季講演大会
    • Place of Presentation
      大阪大学
    • Related Report
      2011 Research-status Report
  • [Book] フェーズフィールド法-数値シミュレーションによる材料組織設計-2012

    • Author(s)
      高木知弘,山中晃徳
    • Publisher
      養賢堂
    • Related Report
      2012 Final Research Report
  • [Book] フェーズフィールド法 数値シミュレーションによる材料組織設計2012

    • Author(s)
      高木知弘, 山中晃徳
    • Total Pages
      205
    • Publisher
      養賢堂
    • Related Report
      2011 Research-status Report
  • [Remarks] 東京農工大学大学院工学府機械システム工学専攻山中研究室

    • URL

      http://www.tuat.ac.jp/~yamanaka/

    • Related Report
      2012 Final Research Report
  • [Remarks] 東京農工大学大学院工学府機械システム工学専攻 山中研究室

    • URL

      http://www.tuat.ac.jp/~yamanaka/index.html

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.yocky.mes.titech.ac.jp/new-index-y.html

    • Related Report
      2011 Research-status Report

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

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