A life prediction model for P110S steel in deep-well environments with H2S/CO2 coexistence based on multi-factor chemometric drive
Source abstract
Abstract
A life prediction model for P110S steel in deep-well environments with H2S/CO2 coexistence was proposed by combining the mechanistic models with chemometrics method. The model was reconstructed by considering the interaction mechanism between uniform and pitting corrosion and then modified using a multi-factor chemometric drive. Finally, the model completes life prediction by modeling the pit-to-crack transition. Especially, the Box-Behnken Design was employed to adapt to multi-factorial environments including temperature/pressure, flow velocity, and stress. Finite element analysis and DC potential drop measurement were also applied. The comparison with on-site data indicates that the mechanistic-chemometrics model is accurate and highly reliable.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Hydrogen embrittlement and corrosion behaviors in metals · Corrosion Behavior and Inhibition · Metallurgical Processes and Thermodynamics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (49)
Show source-provided references
1. The development of a mechanistic-chemometrics model with multi-degree of freedom for pitting corrosion of HP-13Cr stainless steel under extremely oilfield environments10.1016/j.corsci.2021.109237 ↗
2. A review on under-deposit corrosion of pipelines in oil and gas fields: testing methods, corrosion mechanisms and mitigation strategies10.1016/j.corcom.2022.03.007 ↗
3. A synergistic experimental and computational study on CO2 corrosion of X65 carbon steel under dispersed droplets within oil/water mixtures10.1016/j.corcom.2023.07.001 ↗
4. Effects of non-viable microbial film on corrosion of pipeline steel in soil environment10.1016/j.corcom.2021.11.003 ↗
5. Stress and deformation characteristics of completion and testing tubing string with expansion joints for ultra-deep HTHP gas wells
6. Corrosion behavior of alloy 690 in simulated alkaline water chemistries containing sulfur at 300 degrees C10.3866/PKU.WHXB201501053 ↗
7. Microstructure evolution and SSCC behavior of strain-strengthened 304 SS pre-strained at room temperature and cryogenic temperature10.1016/j.corsci.2022.110855 ↗
8. Corrosion behavior of P110 tubing steel in the CO2-saturated simulated oilfield formation water with element sulfur addition10.1016/S1875-5372(18)30166-8 ↗
9. Ion-selectivity of iron sulfides and their effect on H2S corrosion10.1016/j.corsci.2019.07.009 ↗
10. Insights into local corrosion induced by inclusions and thermodynamic stability of inclusions in oil-casing steel by zirconium treatment10.1016/j.corsci.2023.111737 ↗
11. Probability distribution of pitting corrosion depth and rate in underground pipelines: a Monte Carlo study10.1016/j.corsci.2009.05.019 ↗
12. Revealing significant effect of nitrogen on prolonging pitting corrosion lifetime of martensitic stainless steel by modelling approach10.1016/j.corsci.2022.110369 ↗
13. Computational simulation of corrosion pit interactions under mechanochemical effects using a cellular automaton/finite element model10.1016/j.corsci.2015.11.034 ↗
14. Numerical investigation on torsional stress concentration factor at the semi elliptical corrosion pit10.1016/j.corsci.2012.10.028 ↗
15. Predicting localized corrosion in seawater10.5006/1.3287826 ↗
16. The kinetics of nucleation of metastable pits on metal surfaces: the point defect model and its optimization on data obtained on stainless steel, carbon steel, iron, aluminum and alloy-2210.1149/2.0401605jes ↗
17. Stochastic modeling of pitting corrosion: A new model for initiation and growth of multiple corrosion pits10.1016/j.corsci.2006.05.049 ↗
18. An electrochemical approach to predicting long-term localized corrosion of corrosion-resistant high-level waste container materials10.5006/1.3280526 ↗
19. Modeling of pitting corrosion damage based on electrochemical and statistical methods10.1149/2.0401915jes ↗
20. Diffusional effects in simulated localized corrosion10.1149/1.2134039 ↗
21. A comprehensive modeling and experimental approach to study the diffusion-controlled dissolution in pitting corrosion10.1016/j.corsci.2021.109461 ↗
22. Diffusion-coupled active dissolution in the localized corrosion of stainless steels10.1149/1.2120048 ↗
23. Localised dissolution kinetics, salt films and pitting potentials10.1016/S0010-938X(97)00049-8 ↗
24. Effect of chloride concentration and temperature on growth of 1D pit10.1007/s10008-015-2780-4 ↗
25. The effect of cation complexation on the predicted “B” value in Galvele’s pit model10.1149/2.0281911jes ↗
26. V.A. Nguyen, A.G. Carcea, M. Ghaznavi, R.C. Newman, Status of pitting corrosion prediction in mixed solutions containing reduced sulfur species, in: S. Papavinasam, R. Rebak, L. Yang, N. Berke (Eds.), Advances in Electrochemical Techniques for Corrosion Monitoring and Laboratory Corrosion Measurements, ASTM International, West Conshohocken, PA, 2019, 280–293.10.1520/STP160920170245 ↗
27. Effects of environmental factors on key kinetic parameters relevant to pitting corrosion10.1007/s10008-015-2816-9 ↗
28. The effect of dichromate ion on the pitting corrosion of AISI 316 stainless steel Part II: pit initiation and transition to stability10.1016/j.corsci.2015.02.025 ↗
29. Further modeling of chloride concentration and temperature effects on 1D pit growth10.1149/2.0281614jes ↗
30. A direct measurement of wall shear stress in multiphase flow- is it an important paremeter in CO2 corrosion of carbon steel pipelines?10.1016/j.corsci.2016.04.008 ↗
31. Gutman · 1998
32. Modeling of uniform CO2 corrosion of mild steel in gas transportation systems: a review10.1016/j.jngse.2015.12.052 ↗
33. A new perspective on the corrosion of carbon steels in H2SO4 acid environments: Statistical analysis of corrosion mechanisms by response surface modeling
34. Insight into the stress corrosion cracking of HP-13Cr stainless steel in the aggressive geothermal environment10.1016/j.corsci.2021.109699 ↗
35. Coupled phase and aqueous species equilibrium of the H2O CO2–NaCl–CaCO3 system from 0 to 250 ℃, 1 to 1000 bar with NaCl concentrations up to saturation of halite10.1016/j.gca.2008.07.025 ↗
36. Speciation and electrochemistry of brines containing acetate ion and carbon dioxide
37. On the fundamentals of electrochemical corrosion of X65 steel in CO2-containing formation water in the presence of acetic acid in petroleum production10.1016/j.corsci.2008.10.013 ↗
38. A mechanistic model for carbon dioxide corrosion of mild steel in the presence of protective iron carbonates films—part 1: theory and verification10.5006/1.3277576 ↗
39. Lange’s
40. On the interpretation of corrosion processes through the superposition of electrochemical partial processes and on the potential of mixed electrodes
41. Bridge for the thermodynamics and kinetics of electrochemical corrosion: Modeling on dissolution, ionization, diffusion and deposition in metal/solution interface10.1016/j.corsci.2021.109763 ↗
42. Transport processes in passivity breakdown-II. Full hydrolysis of the metal ions10.1016/0010-938X(81)90009-3 ↗
43. ASTM · 2003
44. Corrosion performance of 3%Cr steel in CO2-H2S environment compared with carbon steel10.1002/maco.201408174 ↗
45. A thermodynamic and kinetic study of the formation and evolution of corrosion product scales on 13Cr stainless steel in a geothermal environment10.1016/j.corsci.2020.108640 ↗
46. Coupling multi-physics simulation and response surface methodology for the thermal optimization of ternary prismatic lithium-ion battery10.1016/j.jpowsour.2019.226974 ↗
47. Modeling the corrosion behavior of Ni-Cr-Mo-V high strength steel in the simulated deep sea environments using design of experiment and artificial neural network10.1016/j.jmst.2018.06.017 ↗
48. Wellbore integrity and corrosion of carbon steel in CO2 geologic storage environments: a literature review10.1016/j.ijggc.2012.12.028 ↗
49. Electrochemistry of CO2 corrosion of mild steel: effect of CO2 on iron dissolution reaction10.1016/j.corsci.2017.10.005 ↗