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New script, fit material parameters #60

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3rav opened this issue May 19, 2023 · 0 comments
Open

New script, fit material parameters #60

3rav opened this issue May 19, 2023 · 0 comments

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@3rav
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3rav commented May 19, 2023

From my point of view, a new script would be very useful, which would calculate the values of the parameters of build-in materials and from the MFront library (Chaboche, Yoshida) against the data from the experiment (like LCF; stress-strain; force-displacement).

*PLASTIC,HARDENING=COMBINED
<Re1>, <strain_e1>
<Rm1>, <strain_m1>
*CYCLIC HARDENING
<Re2>, <strain_e2>
<Rm2>, <strain_m2>

Eksperyment

Something like OptiMax: https://prepomax.fs.um.si/wp-content/uploads/2022/09/Optimax-USERS-MANUAL-v0.6.4.pdf
or: https://www.researchgate.net/publication/358588025_A_new_method_for_identification_of_cyclic_plasticity_model_parameters

Something like in CodeAster:
https://code-aster.org/V2/UPLOAD/DOC/Formations/15-parameter-fitting.pdf

Maybe Genetic Algorithm (GA from pygad) and https://github.com/cjekel/similarity_measures:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10004668/pdf/materials-16-01821.pdf

Existing scripts can be used: dat2txt.py and param.py (for .inp)

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