Validating corrosion models: A comparison of governing equations
Source abstract
Abstract
Experimental validation of Finite Element Method (FEM) models varying electrochemical governing equations, inclusion of chemical reactions, and time on the resultant damage profile for two galvanic couples is explored. Two anode materials (Magnesium AZ31 and Carbon Steel) in contact with a cathode (stainless steel 304 L) were modeled in/exposed to NaCl (1 and 0.1 M respectively for the anode materials) for up to one week. The physics approach, inclusion of chemical reactions, and the boundary conditions required to accurately represent the damage profile in FEM models depended on the galvanic couple materials and, ultimately, the corrosion rate. For high rates of corrosion (i.e., magnesium anode), the Nernst-Planck equation with Electroneutrality was sufficient to describe the damage, while, for low rates of corrosion (i.e., carbon steel anode), the Laplace equation was sufficient. In all cases, the most complete governing equation (Nernst-Planck-Poisson Equation) was not necessary to accurately describe the damage. Precipitation reactions in solution also played a critical role in the predicted damage profile, especially for high corrosion rate systems. Finally, for short time periods (< 6 hours), the choice of modeled governing equations does not significantly influence damage profile results. The choice of physics to reduce error in simulations relies on the boundary conditions, geometry, conductivity of the solution, electrochemical potential differences, and time of exposure. The above results are discussed with regard to accuracy and computational savings. • Electroneutrality assumption in electrochemical modeling validated for corrosion • Necessary governing equations dependent upon corrosion rate • Hydrolysis reactions play a critical role in modeled damage profile • Governing equations converge at small time periods
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Corrosion Behavior and Inhibition · Hydrogen embrittlement and corrosion behaviors in metals · Concrete Corrosion and Durability
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (33)
Show source-provided references
1. Physical and chemical properties of sea salt deliquescent brines as a function of temperature and relative humidity10.1016/j.scitotenv.2022.154462 ↗
2. Long-term effects of humidity on stainless steel pitting in sea salt exposures10.1149/1945-7111/abdc75 ↗
3. Phase-field simulations opening new horizons in corrosion research10.1557/s43577-024-00715-8 ↗
4. Phase field modeling for the morphological and microstructural evolution of metallic materials under environmental attack10.1038/s41524-021-00612-7 ↗
5. A new multi-phase field model for the electrochemical corrosion of aluminum alloys10.1002/adts.202200299 ↗
6. A phase field formulation for dissolution-driven stress corrosion cracking10.1016/j.jmps.2020.104254 ↗
7. A phase field-based framework for electro-chemo-mechanical fracture: crack-contained electrolytes, chemical reactions and stabilisation
8. A phase field model for simulating the pitting corrosion10.1016/j.corsci.2016.04.001 ↗
9. Phase field modelling of stress corrosion10.1016/j.engfailanal.2014.07.025 ↗
10. A comparison of FEM results from the use of different governing equations in a galvanic cell part II: Impact of low supporting electrolyte concentration10.1016/j.electacta.2023.143153 ↗
11. A comparison of FEM results from the use of different governing equations in a galvanic cell part I: In the presence of a supporting electrolyte10.1016/j.electacta.2023.143146 ↗
12. Shehi · Submitt. Electrochem. Acta · 2025
13. Finite element modeling of chemical and electrochemical protection mechanisms offered by Mg-based organic coatings to AA2024-T35110.1149/1945-7111/abfab8 ↗
14. A review of the application of finite element method (FEM) to localized corrosion modeling10.5006/3282 ↗
15. Electrolyte film thickness effects on the cathodic current availability in a galvanic couple10.1149/2.1641713jes ↗
16. An arbitrary Lagrangian–Eulerian model for studying the influences of corrosion product deposition on bimetallic corrosion10.1007/s10008-012-1935-9 ↗
17. Editors’ choice-natural convection boundary layer thickness at elevated chloride concentrations and temperatures and the effects on a galvanic couple10.1149/1945-7111/abeb29 ↗
18. Experimental investigation of galvanic corrosion: comparison between SVET and immersion techniques10.1016/j.corsci.2010.04.023 ↗
19. Validated numerical modelling of galvanic corrosion for couples: magnesium alloy (AE44)–mild steel and AE44–aluminium alloy (AA6063) in brine solution10.1016/j.corsci.2010.06.031 ↗
20. In situ measurement of stress corrosion crack tip properties during environmentally induced cracking in stainless steel 304L10.5006/4686 ↗
21. After two decades of predicting crack growth rate - what have we learned?
22. Theoretical estimation of crack growth rates in type 304 stainless steel in boiling-water reactor coolant environments10.5006/1.3292070 ↗
23. A combined experiment and modeling analysis of ASTM G85 WB accelerated corrosion testing of galvanically coupled sensitized AA5456-H116 and CDA 706 cupronickel10.5006/3852 ↗
24. Galvanic corrosion between coated Al alloy plate and stainless steel fasteners, part 1: FEM model development and validation10.5006/3308 ↗
25. Verification, validation, and parameter study of a computational model for corrosion pit growth adopting the level-set method. Part I: Corrosion
26. Mathematical modelling of the electrochemistry in corrosion fatigue cracks in structural steel cathodically protected in sea water10.1016/0010-938X(86)90027-2 ↗
27. Insights from electrochemical crack tip modeling of atmospheric stress corrosion cracking10.1016/j.corsci.2022.110756 ↗
28. Oxygen reduction on stainless steel in concentrated chloride media10.1149/2.0181813jes ↗
29. A review of the governing factors in pit to crack transitions of metallic structures10.5006/4179 ↗
30. A FEM model for investigation of micro-galvanic corrosion of Al alloys and effects of deposition of corrosion products10.1016/j.electacta.2016.01.179 ↗
31. Modelling of anodic dissolution of pure aluminium in sodium chloride10.1016/j.electacta.2009.03.048 ↗
32. Quantitative assessment of environmental phenomena on maximum pit size predictions in marine environments10.1016/j.electacta.2020.137696 ↗
33. Modeling particulates effects on the cathode current capacity in crevice corrosion10.1149/1.2890418 ↗