1. Quantification of pitting corrosion resistance in stainless steel with hyperspectral imaging in the Vis/NIR range.
- Author
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Soccol, Dimitri and Saeys, Wouter
- Subjects
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STAINLESS steel , *STAINLESS steel corrosion , *SURVIVAL analysis (Biometry) , *CORROSION resistance , *CHEMOMETRICS , *PITTING corrosion - Abstract
The impact of 316L stainless steel discolouration on chloride induced pitting corrosion was quantified. Several degrees of discolouration were produces by chemical passivation, simulated rouging or anodic polarization. Discolouration was characterized by spectral analysis in the visible and NIR range (400-1000 nm). Pitting corrosion resistance was quantified by pitting potential measurements. The spectra were used to indicate whether pitting or transpassive behaviour would occur using chemometric classification techniques with 88% accuracy. In addition, pitting potentials were predicted combining chemometrics and survival analysis techniques with a 90 mV RMS error in cross-validation. XPS analysis linked pitting resistance with the Cr/Fe balance. • 316L surface discolouration can be quantified by Vis-NIR spectral measurements. • The occurrence of pitting was predicted by application of chemometric classification. • The pitting potential was predicted by application of chemometric survival analysis. • Transpassive outcomes are included by combining chemometric and survival regression. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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