Development of Performance Prediction System on SIP-MI Project

被引:12
作者
Enoki, Manabu [1 ]
机构
[1] Univ Tokyo, Tokyo 1138656, Japan
关键词
materials integration; materials informatics; structural materials; welding; performance prediction; data driven approach; fatigue; creep; hydrogen embrittlement; fracture toughness; CRYSTAL PLASTICITY SIMULATIONS; FATIGUE-CRACK INITIATION; STEEL; MICROSTRUCTURE; MODEL; LIFE;
D O I
10.2320/matertrans.MT-MA2020007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In our recent projects the development of performance prediction system for welded structures was planned to contribute the research and development of materials, where forward calculation modules for prediction of macroscopic performances such as fatigue strength, creep strength, hydrogen embrittlement, brittle fracture and so on have been developed using theoretical considerations and empirical rules.
引用
收藏
页码:2052 / 2057
页数:6
相关论文
共 19 条
[11]   DAMASK: the Dusseldorf Advanced MAterial Simulation Kit for studying crystal plasticity using an FE based or a spectral numerical solver [J].
Roters, F. ;
Eisenlohr, P. ;
Kords, C. ;
Tjahjanto, D. D. ;
Diehl, M. ;
Raabe, D. .
IUTAM SYMPOSIUM ON LINKING SCALES IN COMPUTATIONS: FROM MICROSTRUCTURE TO MACRO-SCALE PROPERTIES, 2012, 3 :3-10
[12]   Overview of constitutive laws, kinematics, homogenization and multiscale methods in crystal plasticity finite-element modeling: Theory, experiments, applications [J].
Roters, F. ;
Eisenlohr, P. ;
Hantcherli, L. ;
Tjahjanto, D. D. ;
Bieler, T. R. ;
Raabe, D. .
ACTA MATERIALIA, 2010, 58 (04) :1152-1211
[13]   Model for predicting fatigue life and limit of steels based on micromechanics of small crack growth [J].
Shibanuma, Kazuki ;
Ueda, Koya ;
Ito, Hiroaki ;
Nemoto, Yoshiki ;
Kinefuchi, Masao ;
Suzuki, Katsuyuki ;
Enoki, Manabu .
MATERIALS & DESIGN, 2018, 139 :269-282
[14]   Estimation of Thermodynamic and Interfacial Parameters of Metallic Materials by Molecular Dynamics Simulations [J].
Shibuta, Yasushi .
MATERIALS TRANSACTIONS, 2019, 60 (02) :180-188
[15]   Prediction of Fatigue Strength in Steels by Linear Regression and Neural Network [J].
Shiraiwa, Takayuki ;
Miyazawa, Yuto ;
Enoki, Manabu .
MATERIALS TRANSACTIONS, 2019, 60 (02) :189-198
[16]   Development of integrated framework for fatigue life prediction in welded structures [J].
Shiraiwa, Takayuki ;
Briffod, Fabien ;
Enoki, Manabu .
ENGINEERING FRACTURE MECHANICS, 2018, 198 :158-170
[17]   Long-term creep strength and fracture of Gr.91 steel welds [J].
Tabuchi, Masaaki ;
Hongo, Hiromichi ;
Matsunaga, Tetsuya .
MATERIALS AT HIGH TEMPERATURES, 2017, 34 (5-6) :466-472
[18]   A DISLOCATION MODEL FOR FATIGUE CRACK INITIATION [J].
TANAKA, K ;
MURA, T .
JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME, 1981, 48 (01) :97-103
[19]   Dominating Driven Factors of Hydrogen Diffusion and Concentration for the Weld Joint-Coupled Analysis of Heat Transfer Induced Thermal Stress Driven Hydrogen Diffusion- [J].
Yokobori, A. Toshimitsu, Jr. ;
Ozeki, Go ;
Ohmi, Toshihito ;
Kasuya, Tadashi ;
Ishikawa, Nobuyuki ;
Minamoto, Satoshi ;
Enoki, Manabu .
MATERIALS TRANSACTIONS, 2019, 60 (02) :222-229