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2023 Fiscal Year Annual Research Report

Elucidation of fatigue mechanism by AE analysis based on observation data

Research Project

Project/Area Number 21H01648
Research InstitutionThe University of Tokyo

Principal Investigator

白岩 隆行  東京大学, 大学院工学系研究科(工学部), 講師 (10711153)

Project Period (FY) 2021-04-01 – 2024-03-31
KeywordsAE(アコースティック・エミッション) / 疲労 / き裂進展 / 弾性波 / 非破壊
Outline of Annual Research Achievements

2023年度は、モデル選択手法としては引き続き、レプリカ交換マルコフ連鎖モンテカルロ(RE-MCMC)法を用いた。モデル選択のための情報量基準には、確率的複雑さに加えて、残差平方和(SSE)や赤池情報量規準(AIC)、ベイズ情報量規準(BIC)を用いた。Ti-6Al-4Vのdwell疲労試験において、低応力振幅条件ではき裂進展とAEアクティビティに相関があることがわかった。また高応力振幅条件では、ひずみ蓄積とAEアクティビティに相関があった。AEの特徴量として、事象ベースのパラメータと、連続波ベースのパラメータに分けて、網羅的に定義し、それらの組合せにより、ひずみ蓄積量を予測するモデル式を62通り提案した。前述の情報量基準に基づく解析により、荷重負荷中および除荷中の連続波から抽出される周波数スペクトラムの平均強度AvMag1というパラメータが予測において重要であることを見いだした。
また、AEによる疲労現象の逆解析について、実験的検証を行った。疲労試験を途中止めした試験片を準備し、サブミクロンまで計測可能なX線CT装置によりき裂進展挙動を詳細に評価した。AEによる解析結果と比較することで、提案した解析手法の妥当性を評価した。また各材料について、得られたき裂発生・進展特性から、き裂発生則および微小き裂進展則のパラメータを決定し、結晶塑性有限要素法(CPFEM)による解析を行った。具体的には、アルミニウム合金(7075)や、チタン合金(Ti-6Al-4V)、鉄鋼材料についてCPFEMから計算されたき裂発生寿命・進展特性を実験結果と比較することで、提案手法の解析精度と適用範囲の限界を考察した。

Research Progress Status

令和5年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

令和5年度が最終年度であるため、記入しない。

  • Research Products

    (35 results)

All 2024 2023

All Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (31 results) (of which Int'l Joint Research: 15 results,  Invited: 3 results)

  • [Journal Article] Evaluation of fatigue properties in flame-resistant magnesium alloy welded joints by crystal plasticity analysis and data science approach2024

    • Author(s)
      Kuriki Daiki、Briffod Fabien、Shiraiwa Takayuki、Enoki Manabu
    • Journal Title

      Journal of Japan Institute of Light Metals

      Volume: 74 Pages: 91~98

    • DOI

      10.2464/jilm.74.91

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Quantitative investigation of slip band activities in a bimodal titanium alloy under pure fatigue and dwell-fatigue loadings2024

    • Author(s)
      Hu Haoyu、Briffod Fabien、Yin Wujun、Shiraiwa Takayuki、Enoki Manabu
    • Journal Title

      International Journal of Fatigue

      Volume: 182 Pages: 108203~108203

    • DOI

      10.1016/j.ijfatigue.2024.108203

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Effect of Microstructure on the Tensile and Fatigue Behavior of an Accumulative Roll Bonded Cu/Nb Laminate Material2024

    • Author(s)
      Briffod Fabien、Yasuda Koki、Shiraiwa Takayuki、Jhon Mark H.、Gunawan Fergyanto、Budiman Arief S.、Enoki Manabu
    • Journal Title

      MATERIALS TRANSACTIONS

      Volume: 65 Pages: 167~176

    • DOI

      10.2320/matertrans.MT-M2023081

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Prediction of Fatigue Crack Initiation of 7075 Aluminum Alloy by Crystal Plasticity Simulation2023

    • Author(s)
      Shiraiwa Takayuki、Briffod Fabien、Enoki Manabu
    • Journal Title

      Materials

      Volume: 16 Pages: 1595~1595

    • DOI

      10.3390/ma16041595

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 一方向凝固Ni基超合金の疲労き裂発生挙動の解析2024

    • Author(s)
      澤村 啓太郎,Fabien Briffod,白岩 隆行,榎 学,鈴木 健太,早川 恭平,唐戸 孝典
    • Organizer
      日本金属学会2024年春期講演大会
  • [Presentation] Cu/Nb積層材料における疲労特性および導電性の層厚依存性2024

    • Author(s)
      安田 光希,Fabien Briffod,白岩 隆行,榎 学
    • Organizer
      日本金属学会2024年春期講演大会
  • [Presentation] Exploring anisotropic slip behaviors in Ti-6Al-4V alloys under fatigue loadings through high-resolution digital image correlation2024

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本金属学会2024年春期講演大会
  • [Presentation] Crystal plasticity simulations of Ti-6Al-4V alloy under fatigue and dwell-fatigue conditions2024

    • Author(s)
      Fabien Briffod,Hu Haoyu,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本金属学会2024年春期講演大会
  • [Presentation] Crack propagation behavior and fracture toughness of Cu/Nb nanolaminates2024

    • Author(s)
      Junyu Zhu,Briffod Fabien,Takayuki Shiraiwa,Satoshi Emura,Manabu Enoki
    • Organizer
      日本金属学会2024年春期講演大会
  • [Presentation] Acoustic emission method for materials reliability: Application to additive manufacturing2024

    • Author(s)
      T. Shiraiwa,K. Ito,M. Kusano,M. Watanabe,M. Enoki
    • Organizer
      The International Conference on Science, Technology, and Additive Manufacturing
    • Int'l Joint Research / Invited
  • [Presentation] Quantitative study on slip-induced damages of forged Ti-6Al-4V alloy under pure-and-dwell-fatigue conditions2023

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      UT-NTU Workshop at Taiwan 2023
    • Int'l Joint Research
  • [Presentation] The study of crack initiation of Ti-6Al-4V alloys subjected to dwell-fatigue through high resolution digital image correlation2023

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      The 11th Pacific Rim International Conference on Advanced Materials and Processing (PRICM11)
    • Int'l Joint Research
  • [Presentation] Multiscale modelling of the fatigue behavior of accumulative roll bonded Cu/Nb laminates2023

    • Author(s)
      Fabien Briffod,Koki Yasuda,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      The 11th Pacific Rim International Conference on Advanced Materials and Processing (PRICM11)
    • Int'l Joint Research
  • [Presentation] Analysis of localized corrosion behavior of Mg89Zn4Y7 alloy through acoustic emission with high-speed microscopic imaging2023

    • Author(s)
      Nobu Yatagai,Kaige Wu,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      The 11th Pacific Rim International Conference on Advanced Materials and Processing (PRICM11)
    • Int'l Joint Research
  • [Presentation] Effect of layer thickness on the fatigue properties of accumulative roll bonded Cu/Nb laminates2023

    • Author(s)
      Koki Yasuda,Takayuki Shiraiwa,Fabien Briffod,Manabu Enoki
    • Organizer
      The 11th Pacific Rim International Conference on Advanced Materials and Processing (PRICM11)
    • Int'l Joint Research
  • [Presentation] Monitoring and simulation on damage evolution of forged Ti-6Al-4V under fatigue condition2023

    • Author(s)
      M. Enoki,H. Hu,F. Briffod,T. Shiraiwa
    • Organizer
      The 11th Pacific Rim International Conference on Advanced Materials and Processing (PRICM11)
    • Int'l Joint Research
  • [Presentation] Quantitative analysis of slip-induced localized plastic deformation under dwell-fatigue in Ti-6Al-4V alloy2023

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      Student Workshop of the University of Tokyo and Indian Institute of Technology Roorkee
    • Int'l Joint Research
  • [Presentation] Effect of layer interface on the fatigue properties of accumulative roll bonded Cu/Nb laminates2023

    • Author(s)
      Koki Yasuda,Takayuki Shiraiwa,Fabien Briffod,Manabu Enoki
    • Organizer
      Student Workshop of the University of Tokyo and Indian Institute of Technology Roorkee
    • Int'l Joint Research
  • [Presentation] Effect of layer interface on the fatigue properties of accumulative roll bonded Cu/Nb laminates2023

    • Author(s)
      Koki Yasuda,Takayuki Shiraiwa,Fabien Briffod,Manabu Enoki
    • Organizer
      The 18th TU-SNU-UT Student Workshop
    • Int'l Joint Research
  • [Presentation] Fatigue behavior of accumulative roll bonded Cu/Nb laminate materials2023

    • Author(s)
      Takayuki Shiraiwa,Koki Yasuda,Fabien Briffod,Manabu Enoki
    • Organizer
      The 18th TU-SNU-UT Student Workshop
    • Int'l Joint Research
  • [Presentation] Understanding rupture dynamics of single hydrogen microbubbles by acoustic emission signals2023

    • Author(s)
      Kaige Wu,Nobu Yatagai,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本非破壊検査協会秋季講演大会
  • [Presentation] Cu/Nb積層材料における層厚や焼鈍が疲労特性に与える影響2023

    • Author(s)
      安田 光希,Fabien Briffod,白岩 隆行,榎 学
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] AE波形によるNi基合金のレーザ照射における損傷評価2023

    • Author(s)
      伊藤 学,伊藤 海太,草野 正大,白岩 隆行,渡邊 誠,榎 学
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] 機械学習によるMg-Zn-Y合金の孔食開始時のAE信号解析2023

    • Author(s)
      矢田貝 暢,武 凱歌,白岩 隆行,榎 学
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] 金属材料の疲労破壊過程のマルチスケール解析2023

    • Author(s)
      白岩 隆行
    • Organizer
      日本金属学会2023年秋期講演大会
    • Int'l Joint Research
  • [Presentation] Quantitative analysis of slip-induced localized plastic deformation under dwell-fatigue in Ti-6Al-4V alloy2023

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] Numerical investigation of the fatigue behavior of Cu/Nb laminates2023

    • Author(s)
      Fabien Briffod,Koki Yasuda,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] Study of damage mechanism of dual phase steel using in-situ XCT with tensile testing2023

    • Author(s)
      Abdulwahab Qarooni,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      日本金属学会2023年秋期講演大会
  • [Presentation] Microelectrochemical study of pit initiation in light metals with high-speed microscopy and acoustic emission2023

    • Author(s)
      Kaige Wu,Nobu Yatagai,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      EuroCorr2023
    • Int'l Joint Research
  • [Presentation] Point process analysis of kink deformation in long-period stacking ordered type Mg alloys2023

    • Author(s)
      Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      THERMEC 2023
    • Int'l Joint Research / Invited
  • [Presentation] Effect of in-lath slip strength on strain partitioning and damage initiation in a dual-phase steel with coarse microstructure2023

    • Author(s)
      Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      THERMEC 2023
    • Int'l Joint Research / Invited
  • [Presentation] The Study of Crack Initiation of Forged Ti-6Al-4V Alloys under Dwell-fatigue loadings by Sub-grain Scale In-plane and Out-of-plane Deformation Analysis2023

    • Author(s)
      Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      THERMEC 2023
  • [Presentation] STRUCTURAL HEALTH MONITORING OF FATIGUE BEHAVIOR FOR Ti ALLOYS BY DATA ASSILULATION OF AE2023

    • Author(s)
      Manabu Enoki,Kyosei Amino,Haoyu Hu,Fabien Briffod,Takayuki Shiraiwa
    • Organizer
      The 15th International Conference on Fracture (ICF15)
  • [Presentation] FORWARD AND INVERSE ANALYSIS OF TENSILE PROPETIES OF DUAL-PHASE STEELS2023

    • Author(s)
      Takayuki Shiraiwa,Fabien Briffod,Manabu Enoki
    • Organizer
      The 15th International Conference on Fracture (ICF15)
  • [Presentation] FATIGUE AND DWELL-FATIGUE BEHAVIOR OF A FORGED TI-6AL-4V ALLOY INVESTIGATED BY HIGH-RESOLUTION DIGITAL IMAGE CORRELATION2023

    • Author(s)
      Fabien Briffod,Haoyu Hu,Takayuki Shiraiwa,Manabu Enoki
    • Organizer
      The 15th International Conference on Fracture (ICF15)

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Published: 2024-12-25  

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