Datasets with tag: fatigue modeling
| Dataset | Description | Authors | Tags | Published | Updated | Date |
|---|---|---|---|---|---|---|
| PRISMS-Fatigue Data - Fatigue resistance of aluminum alloy 7075-T6 | This dataset contains four folders for each of the four applications described in the associated PRISMS-Fatigue manuscript. These include modeling the effects of crystallographic texture, grain morphology, free surface, and multiaxial states of strain on the fatigue resistance of aluminum alloy 7075-T6. Each of the folders contain the pre-processed microstructure data necessary to perform PRISMS-Plasticity crystal plasticity finite element method (CPFEM) simulations and the results of each of those simulations. All of the publication results can be entirely reproduced. Please download the data using Globus so that four distinct folders are available. Please see the PRISMS-Fatigue GitHub page: https://github.com/prisms-center/Fatigue. UPDATES: April 3, 2021: Files entitled "element_band_sets_#.p" were updated to work with changes to the Python scripts available on the GitHub. A Python error of "too many values to unpack" would occur when using the "volume_average_FIPs.py" script because of a change to the "generate_microstructures.py" script. This is now fixed. Also, some additional files are now included. | Mohammadreza Yaghoobi, Krzysztof S. Stopka, Aaditya Lakshmanan, Veera Sundararaghavan, John E. Allison, David L. McDowell | ICME fatigue high cycle fatigue crystal plasticity aluminum PRISMS microstructure-sensitive finite element method fatigue indicator parameters multiaxial fatigue fatigue modeling extreme value statistics Al7075-T6 | 4 years ago | 3 years ago | 2021-12-04 21:11:06 |
| PRISMS-Fatigue Data - Effects of Boundary Conditions | This data set contains the DREAM.3D generated microstructures, crystal plasticity finite element method (CPFEM) input files for PRISMS-Plasticity, PRISMS-Plasticity raw simulation results, and individual plots for the manuscript entitled "Effects of boundary conditions on microstructure-sensitive fatigue crystal plasticity analysis." Please download the data using Globus or the Zipfile option so that four distinct folders are downloaded. These are entitled "paper_#2_section_3", "paper_#2_section_4", "paper_#2_section_5", and "simulation_files_only". There are two Python scripts available at the PRISMS-Fatigue GitHub page (https://github.com/prisms-center/Fatigue) in the "applications" folder that will generate the results plots of this manuscript. These two scripts are entitled "PRISMS_effects_of_BCs_compile_FIPs.py" and "PRISMS_effects_of_BCs_local_and_stress_strain.py". Users need to place these two scripts in the same directory as the four folders of this data set. Using a command prompt window, users will then navigate to the directory that contains these folders and two Python scripts. Users will then execute the command "python PRISMS_effects_of_BCs_compile_FIPs.py" or "python PRISMS_effects_of_BCs_local_and_stress_strain.py" to run the scripts. The scripts can also be executed using an interactive version of Python. NOTE: If the entire data set is too large to download, users can download the folder entitled "simulation_files_only" that contains only the CPFEM input files to recreate the results of the manuscript. | Krzysztof S. Stopka, Mohammadreza Yaghoobi, John E. Allison, David L. McDowell | ICME crystal plasticity PRISMS microstructure-sensitive finite element method fatigue indicator parameters fatigue modeling extreme value statistics Fatigue Al 7075-T6 boundary conditions | 4 years ago | 4 years ago | 2021-04-16 14:43:42 |
| PRISMS-Fatigue: Surface roughness and notch effects | This data set contains the DREAM.3D generated microstructures and PRISMS-Plasticity raw simulation results for the manuscript entitled "Microstructure-Sensitive Modeling of Surface Roughness and Notch Effects on Extreme Value Fatigue Response." | Krzysztof S. Stopka, Mohammadreza Yaghoobi | ICME crystal plasticity PRISMS microstructure-sensitive finite element method fatigue modeling Fatigue Al 7075-T6 fatigue indicator parameter | 2 years ago | 2 years ago | 2022-09-08 22:11:36 |