journal article·2010-09

Applications of chemometric tools in corrosion studies

Giorgio Luciano, Pierluigi Traverso, Paola Letardi

Corrosion Science· Volume 52· Issue 9
Publisher page

Abstract

The aim of this review is to introduce the reader to the applications of chemometric techniques in the field of corrosion science, which currently are not commonly spread. By means of key examples it will be shown how they can be fruitfully applied and enhance the quality of a laboratory workflow.
The source flagged this abstract for review. Check formulas and completeness against the original publication.
Source: openaire · Quality: needs review · Source record ↗
Source flags: short_text

Research context

OpenAlex topics: Non-Destructive Testing Techniques · Corrosion Behavior and Inhibition · Hydrogen embrittlement and corrosion behaviors in metals

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

References (37)

Show source-provided references
1. Chemometrics; what do we mean with it, and what do we want from it?10.1016/0169-7439(95)00042-9 ↗
2. Brereton · 2003
3. Madissetti · 2009 · vol. 3
4. Lazic · 2005
5. ASM handbook
6. ASM handbook
7. Estimating corrosion: a statistical approach10.1016/S0261-3069(03)00110-9 ↗
8. Ryan · 2007
9. Study of erosive–corrosive wear characteristics of an aluminium alloy composite through factorial design of experiments10.1016/S0043-1648(98)00174-4 ↗
10. An experimental study of the wear performance of NiCrBSi thermal spray coatings10.1016/S0043-1648(03)00162-5 ↗
11. Performance analysis of coated tools in real-life industrial experiments using statistical techniques10.1016/S0257-8972(97)00412-X ↗
12. Multidimensional optimisation of process parameters by experimental design for the deposition of aluminium and silicon oxynitride films with predictable composition10.1016/S0257-8972(99)00017-1 ↗
13. Abrasive wear analysis using factorial experiment design10.1016/S0043-1648(03)00103-0 ↗
14. Uniform design method for optimization of process parameters of plasma sprayed TiN coatings10.1016/S0257-8972(03)00019-7 ↗
15. Application of response surface methodology in the optimization of cutting conditions for surface roughness10.1016/j.jmatprotec.2005.04.096 ↗
16. Design of experiments to identify material properties10.1016/S0261-3069(00)00035-2 ↗
17. Statistical pattern recognition: a review10.1109/34.824819 ↗
18. Theodoridis · 2008
19. Automatic classification of polymer coating quality using artificial neural networks
20. Corrosion rate prediction of 3C steel under different seawater environment by using support vector regression10.1016/j.corsci.2008.10.038 ↗
21. On lines and planes of closest fit to systems of points in space10.1080/14786440109462720 ↗
22. Principal component analysis of colour measurements of patinas and coating systems for outdoor bronze monuments10.1016/j.culher.2008.10.004 ↗
23. Gemperline · 2006
24. Tracing correlations of corrosion products and microclimate data on outdoor bronze monuments by principal component analysis10.1016/j.corsci.2009.06.039 ↗
25. Morphology and mechanisms of formation of natural patinas on archaeological Cu–Sn alloys10.1016/S0010-938X(98)00096-1 ↗
26. Prediction of corrosion behavior using neural network as a data mining tool10.1016/j.corsci.2009.10.024 ↗
27. Neural networks for corrosion data reduction
28. Artificial neural network modeling of atmospheric corrosion in the MICAT project10.1016/S0010-938X(99)00054-2 ↗
29. Massart · 1992
30. Cluster and discriminant analysis of electrochemical noise statistical parameters10.1016/j.electacta.2008.10.039 ↗
31. Crevice corrosion of Q235 carbon steels in a solution of NaHCO3 and NaCl10.1016/j.corsci.2010.01.006 ↗
32. Martens · 1992
33. Statistical analysis of a corrosion inhibitor family on three steel surfaces (duplex, super-13 and carbon) in hydrochloric acid solutions10.1016/j.electacta.2007.06.050 ↗
34. MOPAC 6.0, QCPE program, Bloominton, IN, 1989.
35. AM1: a new general purpose quantum mechanical model10.1021/ja00299a024 ↗
36. Factors influencing the long-term corrosion of bronze artefacts in soil10.1007/s11124-005-0045-9 ↗
37. Calibration of paint and varnish properties: potentialities using X-ray spectroscopy and partial least squares10.1016/j.chemolab.2008.02.003 ↗