Published October 1, 2020 | Version v1
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Cellular automata modelling of intergranular corrosion

Description

Cellular Automata (CA) modelling is a lattice representation into identical cells related between one another and with their neighbourhood by a set of rules which determine the system's evolution. Within this approach it is possible to model various phenomena in different domains of which physics, biology or chemistry. Important advances concerning the modelling of corrosion within the CA framework have been accomplished recently at the CEA. Existing 2D models have successfully been generalized to more realistic 3D representations, as well as the modelling of the coupling between anodic and cathodic reactions. This has made it possible within a single framework to model generalized and localized corrosion (pitting, occluded corrosion). The PhD proposed falls in the continuation of a previous thesis and should shed new light in the modelling of phenomena appearing in intergranular corrosion (IGC). The CA approach is indeed well adapted to describe process involving moving boundaries (which is indeed the case in IGC) and to model systems where there exist parameters describing stochastic process - singularity of composition at grain boundaries, presence of clusters, local segregations of impurities inducing local variations of reactivity. We shall study in particular the effect of the concentrations of the electrolytes and of the oxidising ions. A main objective of the PhD is to introduce the notions of kinetics of the anodic and cathodic electrochemical reactions in the IGC model that shall be developed. This model will take into account diffusion of species in the electrolyte (we will try to improve the CPU-GPU specific algorithm implemented in parallel computation in the CUDA environment), we shall verify advances in the modelling by testing quantitative predictions for IGC obtained within the CA approach. (author)

Abstract (French)

La modelisation par la methode des automates cellulaires (AC) consiste a paver un espace avec un reseau de cellules identiques, qui communiquent entre elles et avec leurs voisinages au travers de regles qui determinent leurs evolutions temporelles. On peut ainsi modeliser differents phenomenes par exemple physiques, biologiques, chimiques. D'importantes avancees concernant la modelisation de la corrosion par la methode des AC ont ete realisees recemment au CEA. Le passage en 3D de certains modeles 2D existants a ete notamment realise avec succes, de meme que le couplage des reactions anodiques et cathodiques. Cela a permis de simuler avec le meme modele la corrosion generalisee et la corrosion localisee (piquration, corrosion occluse). La these proposee ici se situe dans le prolongement de la these precedente et permettra d'apporter un eclairage nouveau sur la modelisation des phenomenes intervenant dans la corrosion intergranulaire (CIG). La methode des AC est en effet particulierement adaptee pour l'etude de phenomenes mettant en jeu des frontieres mobiles (ce qui est particulierement le cas en CIG), pour modeliser des processus ou interviennent des parametres ayant un caractere stochastique, comme les singularites de composition aux joints de grains, presence d'amas, segregations locales d'impuretes, engendrant des variations locales de reactivite. On etudiera en particulier l'effet de variations de la concentration de l'electrolyte en ions oxydants. Un des objectifs majeurs de la these sera de parvenir a un introduire des notions de cinetique des reactions electrochimiques anodique et cathodique dans le modele de CIG qui sera developpe. Ce dernier prenant par ailleurs en compte la diffusion des especes dans l'electrolyte (dont on tentera d'ameliorer l'algorithme CPU- GPU specifique implemente en parallele avec le langage CUDA), on effectuera ainsi des avancees concernant le caractere quantitatif des predictions issues de modeles de CIG par automates cellulaires. (auteur)

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Additional details

Additional titles

Original title (French)
Modelisation de la corrosion intergranulaire par automates cellulaires

Publishing Information

Imprint Pagination
182 p.
Report number
FRCEA-TH--13853

Optional Information

Notes
83 refs.; Available from the INIS Liaison Officer for France, see the INIS website for current contact and E-mail addresses