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Pregled bibliografske jedinice broj: 379711

Genetic algorithm in material model parameters’ identification for low-cycle fatigue

Franulović, Marina; Basan, Robert; Prebil, Ivan
Genetic algorithm in material model parameters’ identification for low-cycle fatigue // Computational Materials Science, 45 (2009), 2; 505-510 doi:10.1016/j.commatsci.2008.11.012 (međunarodna recenzija, članak, znanstveni)

CROSBI ID: 379711 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Genetic algorithm in material model parameters’ identification for low-cycle fatigue

Autori
Franulović, Marina ; Basan, Robert ; Prebil, Ivan

Izvornik
Computational Materials Science (0927-0256) 45 (2009), 2; 505-510

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Inelastic constitutive material model; Material parameter identification; Genetic algorithm; Numerical optimization; Computer modelling; Computer simulation

Sažetak
The material model presented in this paper describes elasto– plastic behaviour of the material under a cyclic load application. It takes into account damage occurrence and accumulation in the material and it’ s relation to isotropic and kinematic hardening or softening. The material constitutive model is highly non-linear and therefore it’ s parameter identification requires complex numerical procedure, such as genetic algorithm. Because of it’ s complexity, the unique genetic operators’ routines in genetic algorithm calculation procedure are developed to make possible fast and reliable convergence to the results. These routines are incorporated in developed software solution. The calculation resulted in identification of material parameters that are validated in comparing material response of numerical solution with experimental data.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA

Projekti:
069-0692195-1796 - Materijali, trajnost i nosivost suvremenih zupčastih prijenosnika (Križan, Božidar, MZOS ) ( CroRIS)

Ustanove:
Tehnički fakultet, Rijeka

Profili:

Avatar Url Marina Franulović (autor)

Avatar Url Robert Basan (autor)

Poveznice na cjeloviti tekst rada:

doi www.sciencedirect.com www.sciencedirect.com

Citiraj ovu publikaciju:

Franulović, Marina; Basan, Robert; Prebil, Ivan
Genetic algorithm in material model parameters’ identification for low-cycle fatigue // Computational Materials Science, 45 (2009), 2; 505-510 doi:10.1016/j.commatsci.2008.11.012 (međunarodna recenzija, članak, znanstveni)
Franulović, M., Basan, R. & Prebil, I. (2009) Genetic algorithm in material model parameters’ identification for low-cycle fatigue. Computational Materials Science, 45 (2), 505-510 doi:10.1016/j.commatsci.2008.11.012.
@article{article, author = {Franulovi\'{c}, Marina and Basan, Robert and Prebil, Ivan}, year = {2009}, pages = {505-510}, DOI = {10.1016/j.commatsci.2008.11.012}, keywords = {Inelastic constitutive material model, Material parameter identification, Genetic algorithm, Numerical optimization, Computer modelling, Computer simulation}, journal = {Computational Materials Science}, doi = {10.1016/j.commatsci.2008.11.012}, volume = {45}, number = {2}, issn = {0927-0256}, title = {Genetic algorithm in material model parameters’ identification for low-cycle fatigue}, keyword = {Inelastic constitutive material model, Material parameter identification, Genetic algorithm, Numerical optimization, Computer modelling, Computer simulation} }
@article{article, author = {Franulovi\'{c}, Marina and Basan, Robert and Prebil, Ivan}, year = {2009}, pages = {505-510}, DOI = {10.1016/j.commatsci.2008.11.012}, keywords = {Inelastic constitutive material model, Material parameter identification, Genetic algorithm, Numerical optimization, Computer modelling, Computer simulation}, journal = {Computational Materials Science}, doi = {10.1016/j.commatsci.2008.11.012}, volume = {45}, number = {2}, issn = {0927-0256}, title = {Genetic algorithm in material model parameters’ identification for low-cycle fatigue}, keyword = {Inelastic constitutive material model, Material parameter identification, Genetic algorithm, Numerical optimization, Computer modelling, Computer simulation} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

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