journal article·2026-05Open access

Oxygen effects on passive film evolution and metastable pitting in 316L stainless steel using SECCM

Leonardo B. Coelho, Daniel Torres, Miguel Bernal, Loic Malet, Aleksei Makogon, Frédéric Kanoufi, Viacheslav Shkirskiy, Jon Ustarroz

Corrosion Science· Volume 263

Abstract

The corrosion behaviour of industrially-produced 316 L stainless steel in 0.01 M NaCl solution was investigated using scanning electrochemical cell microscopy (SECCM) under potentiostatic conditions (+1.2 V vs Ag/AgCl, 60 s). Variations in micro-droplet footprint size during sequential SECCM measurements created an oxygen gradient at the metal-electrolyte interface, enabling systematic investigation of the effect of the oxygen supply rate, or aeration, on both general corrosion and metastable pitting kinetics. Chronoamperometric data from 205 individual measurements were analysed using custom quantitative descriptors and Linear Discriminant Analysis (LDA) of EBSD-derived crystallographic features. Manual classification of 91 transient events into two distinct categories – “peak” (metastable pitting) and “belly” (passive film thinning) - combined with data-driven analysis revealed previously hidden correlations. Higher aeration conditions (smaller droplets, 2–3 μm) produced 20% higher oxygen flux compared to lower aeration (larger droplets, ~8 μm), leading to increased initial dissolution currents and faster passive film formation. However, these rapidly-formed films exhibited persistently elevated passive current densities, while higher aeration conditions produced longer-duration belly-type transient events, revealing a trade-off between passive film protectiveness and repassivation capability. Strong correlations between early-time electrochemical descriptors and total corrosion charge suggest potential for rapid, non-destructive corrosion susceptibility assessment. These findings reveal distinct relationships between oxygen availability and corrosion behaviour.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Hydrogen embrittlement and corrosion behaviors in metals · Corrosion Behavior and Inhibition · Concrete Corrosion and Durability

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

References (58)

Show source-provided references
1. Passive films on stainless steels—chemistry, structure and growth10.1016/S0013-4686(02)00841-1 ↗
2. Studying the passivity and breakdown of duplex stainless steels at micrometer and nanometer scales – the influence of microstructure10.3389/fmats.2020.00133 ↗
3. On the role of Cr in the passivity of stainless steel10.1149/1.2108450 ↗
4. Study on the passive film of type 316 stainless steel10.1016/S1452-3981(23)13227-5 ↗
5. Pitting corrosion of metals: a review of the critical factors10.1149/1.1838615 ↗
6. Metastable pitting corrosion of stainless steel and the transition to stability
7. Erosion-corrosion behavior of 316L stainless steel in chloropropene10.3390/ma18010120 ↗
8. Corrosion behavior of different types of stainless steel in PBS solution10.3390/su14148935 ↗
9. Effects of dissolved oxygen and hydrogen peroxide on the corrosion potential of 316L stainless steel in hot lithium hydroxide solution10.1016/0920-3796(94)90028-0 ↗
10. Corrosion behaviour of 316L stainless steel and anti-corrosion materials in a high acidified chloride solution10.1016/j.apsusc.2014.09.205 ↗
11. Effects of dissolved oxygen on electrochemical and semiconductor properties of 316L stainless steel10.1016/j.jnucmat.2010.10.010 ↗
12. Enhanced pitting resistance of directed energy deposition 316L stainless steel by post-manufacturing heat treatment10.1038/s41529-022-00237-1 ↗
13. Transport Processes and the Mechanism of Pitting of Metals10.1149/1.2132857 ↗
14. Influence of oxygen partial pressure on the passivation and depassivation of super 13Cr stainless steel in high temperature and CO2 rich environment10.1038/s41598-024-77208-w ↗
15. Effects of dissolved oxygen on passive behavior of stainless alloys10.1016/j.corsci.2005.05.048 ↗
16. Effect of dissolved oxygen on the corrosion behavior of 304 SS in 0.1 N nitric acid containing chloride10.1088/2053-1591/aab8de ↗
17. Surface roughness and the metastable pitting of stainless steel in chloride solutions10.5006/1.3293603 ↗
18. Metastable pitting of stainless steel10.5006/1.3583880 ↗
19. Chloride interactions with the passive films on stainless steel10.1149/1.3520000 ↗
20. Effect of HAc on the metastable pitting corrosion of 304 SS in NaCl solution
21. Response of the metastable pitting corrosion of laser powder bed fusion produced Ti–6Al–4V to H+ concentration changes10.3390/met13030514 ↗
22. Heat treatment effect on the corrosion resistance of 316L stainless steel produced by laser powder bed fusion10.3390/met15010041 ↗
23. On the Influence of Manufacturing Parameters on the Microstructure, Mechanical Properties and Corrosion Resistance of AISI 316L Steel Deposited by Laser Engineered Net Shaping (LENS®)10.3390/ma16051965 ↗
24. Dislocation microstructure and its influence on corrosion behavior in laser additively manufactured 316L stainless steel
25. Elucidating the grain-orientation dependent corrosion rates of austenitic stainless steels10.1016/j.matdes.2020.108583 ↗
26. Microstructure and mechanical properties relationship of additively manufactured 316L stainless steel by selective laser melting10.1051/epjn/2019051 ↗
27. Scanning electrochemical cell microscopy: A versatile method for highly localised corrosion related measurements on metal surfaces10.1016/j.electacta.2018.12.054 ↗
28. Pitting corrosion characteristics of sintered Type 316 L stainless steel: relationship between pores and MnS10.1038/s41529-024-00482-6 ↗
29. A Tutorial for Scanning Electrochemical Cell Microscopy (SECCM) Measurements: Step-by-Step Instructions, Visual Resources, and Guidance for First Experiments10.1021/acsmeasuresciau.4c00091 ↗
30. Investigating electrochemical corrosion at Mg alloy-steel joint interface using scanning electrochemical cell impedance microscopy (SECCIM)10.1038/s41598-023-39961-2 ↗
31. The Application of Scanning Electrochemical Microscopy to Corrosion Research10.5006/2354 ↗
32. Practical guidelines for the use of scanning electrochemical cell microscopy (SECCM)10.1039/D4AN00117F ↗
33. Perspectives on Corrosion Studies Using Scanning Electrochemical Cell Microscopy: Challenges and Opportunities10.1021/acs.analchem.3c02423 ↗
34. Operando Scanning Electrochemical Probe Microscopy during Electrocatalysis10.1021/acs.chemrev.2c00766 ↗
35. Micro-electrochemical techniques for studies of localized processes on metal surfaces in the nanometer range10.1016/S0257-8972(00)00681-2 ↗
36. Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis10.1038/s41529-023-00403-z ↗
37. Neural network based corrosion modeling of Stainless Steel 316L elbow using electric field mapping data10.1038/s41598-023-40083-y ↗
38. A Data-Driven Machine Learning Approach for Corrosion Risk Assessment—A Comparative Study10.3390/bdcc3020028 ↗
39. On the Use of Machine Learning Algorithms to Predict the Corrosion Behavior of Stainless Steels in Lactic Acid10.3390/met13081459 ↗
40. Deep learning strategies for addressing issues with small datasets in 2D materials research: Microbial Corrosion10.3389/fmicb.2022.1059123 ↗
41. An approach for identifying corrosion damage from acoustic emission signals using ensemble empirical mode decomposition and linear discriminant analysis10.1088/1361-6501/ac4ed7 ↗
42. Use of Electrochemical Noise for the Study of Corrosion by Passivated CUSTOM 450 and AM 350 Stainless Steels10.3390/met14030341 ↗
43. Mechanical and corrosion characterization of industrially treated 316L stainless steel surfaces10.1016/j.surfcoat.2019.125175 ↗
44. Probing the randomness of the local current distributions of 316 L stainless steel corrosion in NaCl solution10.1016/j.corsci.2023.111104 ↗
45. A Percolation Model for Passivation in Stainless Steels10.1149/1.2109065 ↗
46. Makogon · Mach. Learn. Enhanc. Opt. Monit. identifying pittingsusceptible zones 316L Stainl. Steel · 2025
47. Redefining passivity breakdown of super duplex stainless steel by electrochemical operando synchrotron near surface X-ray analyses10.1038/s41529-019-0084-3 ↗
48. In Situ Quantification of a Wetted Surface Area during Scanning Electrochemical Cell Microscopy Using Retraction Curves
49. Passivation-Induced Physicochemical Alterations of the Native Surface Oxide Film on 316L Austenitic Stainless Steel10.1149/2.0321911jes ↗
50. Chronopotentiometric Approach in Scanning Electrochemical Cell Microscopy: Minimizing Surface Change Upon Landing
51. The Point Defect Model for the Passive State10.1149/1.2069096 ↗
52. The history of the Point Defect Model for the passive state: A brief review of film growth aspects10.1016/j.electacta.2010.11.005 ↗
53. An electrochemical impedance spectroscopic study of the passive state on Alloy-2210.1016/j.electacta.2005.02.103 ↗
54. Depassivation and repassivation of stainless steels by stepwise pH change10.1002/maco.202011985 ↗
55. Predicting the corrosion-wear response of an isolated austenite phase under anodic polarization10.1016/j.wear.2022.204249 ↗
56. Electrochemical noise from oxygen reduction on stainless steel surfaces10.1016/j.corsci.2008.10.009 ↗
57. A microscopic view on the electrochemical deposition and dissolution of Au with scanning electrochemical cell microscopy – Part II: Potentiostatic dissolution and correlation with in-situ EC-TEM10.1016/j.electacta.2024.144302 ↗
58. Influence of oxygen content in the protective gas on pitting corrosion resistance of a 316L stainless steel weld joint10.3390/ma16175968 ↗