journal article·2019-09Open access

Constriction percolation model for coupled diffusion-reaction corrosion of zirconium in PWR

Asghar Aryanfar, William Goddard III, Jaime Marian

Corrosion Science· Volume 158

Abstract

Percolation phenomena are pervasive in nature, ranging from capillary flow, crack propagation, ionic transport, fluid permeation, etc. Modeling percolation in highly-branched media requires the use of numerical solutions, as problems can quickly become intractable due to the number of pathways available. This becomes even more challenging in dynamic scenarios where the generation of pathways can quickly become a combinatorial problem. In this work, we develop a new constriction percolation paradigm, using cellular automata to predict the transport of oxygen through a stochastically cracked Zr oxide layer within a coupled diffusion-reaction framework. We simulate such branching trees by generating a series porosity-controlled media. Additionally, we develop an analytical criterion based on compressive yielding for bridging the transition state in corrosion regime, where the percolation threshold has been achieved. Our model extends Dijkstras shortest path method to constriction pathways and predicts the arrival rate of oxygen ions at the oxide interface. This is a critical parameter to predict oxide growth in the so-called post-transition regime, when bulk diffusion is no longer the rate-limiting phenomenon.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Nuclear Materials and Properties · Radioactive element chemistry and processing · Nuclear reactor physics and engineering

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (46)

Show source-provided references
1. Corrosion of zirconium alloys used for nuclear fuel cladding10.1146/annurev-matsci-070214-020951 ↗
2. Some thoughts on the mechanisms of in-reactor corrosion of zirconium alloys10.1016/j.jnucmat.2004.09.029 ↗
3. Environmentally-induced cracking of zirconium alloys, a review10.1016/0022-3115(90)90321-D ↗
4. Zirconium alloys for supercritical water reactor applications: challenges and possibilities10.1016/j.jnucmat.2007.05.022 ↗
5. The origin of the cubic rate law in zirconium alloy oxidation10.1149/1.2134204 ↗
6. A model for uniform zircaloy clad corrosion in pressurized water reactors10.1016/0029-5493(94)00915-L ↗
7. Oxidation and corrosion of zirconium and its alloys10.5006/0010-9312-16.8.86 ↗
8. Deformation-corrosion interactions for Zr alloys during i-scc crack initiation: Part I: Chemical contributions10.1016/S0022-3115(98)00501-7 ↗
9. Frankel · 2016 · 17
10. Aqueous corrosion of the zircaloys at low temperatures10.1016/0022-3115(69)90208-6 ↗
11. Influence of chemical composition on uniform corrosion of zirconium-base alloys in autoclave tests
12. Lustman · 1955 · vol. 4
13. Deformation corrosion interactions for Zr alloys during I SCC crack initiation: Part II: Localised stress and strain contributions10.1016/S0022-3115(98)00500-5 ↗
14. Thermodynamics of the Zr-O system from first-principles calculations10.1103/PhysRevB.88.094108 ↗
15. Finite element analysis of the tetragonal to monoclinic phase transformation during oxidation of zirconium alloys10.1016/j.jnucmat.2014.08.020 ↗
16. Diffusion on grain boundary networks: percolation theory and effective medium approximations10.1016/j.actamat.2006.06.011 ↗
17. Corrosion mechanisms in zirconium alloys
18. Grimmett · 2013 · 321
19. Cellular automata approach to non-equilibrium diffusion and gradient percolation10.1088/0305-4470/22/10/016 ↗
20. Cellular automata model for the diffusion equation10.1007/BF01048321 ↗
21. Fast Monte Carlo algorithm for site or bond percolation10.1103/PhysRevE.64.016706 ↗
22. Reaction-diffusion cellular automata model for the formation of leisegang patterns10.1103/PhysRevLett.72.1384 ↗
23. Predicting self-diffusion in metal oxides from first principles: the case of oxygen in tetragonal ZrO210.1103/PhysRevB.89.024105 ↗
24. Temperature-dependent self-diffusion coefficients of water and six selected molecular liquids for calibration in accurate 1 h NMR PFG measurements10.1039/b005319h ↗
25. Skiena · 1990 · 225
26. Stauffer · 1994
27. Monte Carlo study of the site-percolation model in two and three dimensions10.1103/PhysRevE.72.016126 ↗
28. High-precision percolation thresholds and potts-model critical manifolds from graph polynomials10.1088/1751-8113/47/13/135001 ↗
29. A threshold selection method from gray-level histograms
30. Integrated computational modeling of water side corrosion in zirconium metal clad under nominal LWR operating conditions10.1007/s11837-016-2129-1 ↗
31. Thermodiffusion or soret effect: historical review10.1016/j.ijheatmasstransfer.2014.02.057 ↗
32. Multilayer interface tracking model of zirconium clad oxidation10.1016/j.jnucmat.2018.07.025 ↗
33. 5.03 corrosion of zirconium alloys10.1016/B978-0-08-056033-5.00063-X ↗
34. The influence of grain size on the corrosion resistance of nanocrystalline zirconium metal10.1016/j.msea.2006.10.029 ↗
35. Bard · 1980
36. Atomic weights of the elements 2013 (iupac technical report)10.1515/pac-2015-0305 ↗
37. Tortuous flow in porous media10.1103/PhysRevE.54.406 ↗
38. Fluid flow simulation in random porous media at pore level using lattice Boltzmann method
39. Causey · 2005
40. Microstructural characterization of oxides formed on model Zr alloys using synchrotron radiation
41. Correlated site-bond percolation on a square lattice10.1016/0378-4371(95)00101-C ↗
42. Electron diffraction and kinetic investigations of the reactions of oxidation of zirconium and some of its alloys.
43. Beie · 1994
44. Kinetics of the high temperature oxidation of zirconium10.1149/1.2781278 ↗
45. Theoretical pulse charge for the optimal inhibition of growing dendrites10.1557/adv.2018.97 ↗
46. Hillner · J. Nucl. Mater. · 2000 · 278 · 33410.1016/S0022-3115(99)00230-5 ↗