Principal component analysis applied to study of carbon steel electrochemical corrosion

References

• Tan YJ, Fwu Y, Bhardwaj K, Bailey S and Gubner R: ‘Review of critical issues in CO2 corrosion testing and monitoring techniques’, Corrosion 2010, San Antonio, TX, USA, March 2010, NACE, 10155.
   Google Scholar
• Andrade C and Alonso C: ‘Corrosion rate monitoring in the laboratory and on-site’, Constr. Build. Mater., 1996, 10, 315.
   Web of Science ®Google Scholar
• Andrade C, Garcés P and Martínez I: ‘Galvanic currents and corrosion rates of reinforcements measured in cells simulating different pitting areas caused by chloride attack in sodium hydroxide’, Corros. Sci., 2008, 50, 2959.
   Web of Science ®Google Scholar
• Nasser A, Clément A, Laurens S and Castel A: ‘Influence of steel–concrete interface condition on galvanic corrosion currents in carbonated concrete’, Corros. Sci., 2010, 52, 2878.
   Web of Science ®Google Scholar
• Collazo A, Nóvoa XR and Pérez C: ‘Corrosion behavior of cermet coatings in artificial seawater’, Electrochim. Acta, 1999, 44, 4289.
   Web of Science ®Google Scholar
• Wu JW, Bai D, Baker AP, Li Z.-H and Liu X.-B: ‘Corrosion rate of steel in concrete – Measurements beyond the Tafel Law’, Corros. Sci., 2005, 47, 3019.
   Web of Science ®Google Scholar
• Chang ZT, Cherrya B and Marosszeky M: ‘Polarisation behaviour of steel bar samples in concrete in seawater. Part 1: Experimental measurement of polarisation curves of steel in concrete’, Corros. Sci., 2008, 50, 357.
   Web of Science ®Google Scholar
• ‘Standard test method for conducting cyclic potentiodynamic polarization measurements for localized corrosion susceptibility of iron-, nickel-, or cobalt-based alloys’, ASTM G61-86, West Conshohocken, PA, USA, 2009.
   Google Scholar
• Al-Dulaijan SU, Maslehuddin M, Shameem M, Ibrahim M and Al-Mehthel M: ‘Corrosion protection provided by chemical inhibitors to damaged FBEC bars’, Constr. Build. Mater., 2012, 29, 487.
   Web of Science ®Google Scholar
• Meira GR, Padaratz IJ, Alonso C and Andrade C: ‘Effect of distance from sea on chloride aggressiveness in concrete structures in Brazilian coastal site’, Mater. Constr., 2003, 53, 179.
   Web of Science ®Google Scholar
• Mardia K and Kent J: ‘Multivariate analysis’; 1989, London, Academic Press.
   Google Scholar
• Pomerantsev AL and Rodionova OY: ‘Chemometric view on comprehensive chemometrics’, Chemometr. Intell. Lab. Syst., 2010, 103, 19.
   Web of Science ®Google Scholar
• Hajeeh M: ‘Estimating corrosion: a statistical approach’, Mater. Des., 2003, 24, 509.
   Web of Science ®Google Scholar
• Abdel-Qader I, Pashaie-Rad S, Abudayyeh O and Yehia S: ‘PCA-based algorithm for unsupervised bridge crack detection’, Adv. Eng. Softw., 2006, 37, 771.
   Web of Science ®Google Scholar
• Luciano G, Traverso P and Letardi P: ‘Applications of chemometric tools in corrosion studies’, Corros. Sci., 2010, 52, 2750.
   Web of Science ®Google Scholar
• Polikreti K, Argyropoulos V, Charalambous D, Vossou A, Perdikatsis V and Apostolaki C: ‘Tracing correlations of corrosion products and microclimate data on outdoor bronze monuments by principal component analysis’, Corros. Sci., 2009, 51, 2416.
   Web of Science ®Google Scholar
• de Queiroz Baddini AL, Pressentin Cardoso S, Hollauer E and da Cunha Ponciano Gomes JA: ‘Statistical analysis of a corrosion inhibitor family on three steel surfaces (duplex, super-13 and carbon) in hydrochloric acid solutions’, Electrochim. Acta, 2007, 53, 434.
   Web of Science ®Google Scholar
• Calabrese L, Campanella G and Proverbio E: ‘Noise removal by cluster analysis after long time AE corrosion monitoring of steel reinforcement in concrete’, Constr. Build. Mater., 2012, 34, 362.
   Web of Science ®Google Scholar
• Lu Y, Li J, Ye L and Wang D: ‘Guided waves for damage detection in rebar-reinforced concrete beams’, Constr. Build. Mater., 2013, 47, 370.
   Web of Science ®Google Scholar
• Calabrese L., Campanella G. and Proverbio E., ‘Identification of corrosion mechanisms by univariate and multivariate statistical analysis during long term acoustic emission monitoring on a pre-stressed concrete beam’, Corros. Sci., 2013, 73, 161.
   Web of Science ®Google Scholar
• Jackson JE: ‘A user’s guide to principal components’; 1991, New York, Wiley.
   Google Scholar
• Martens H and Naes T: ‘Multivariate calibration’; 1989, London, Wiley.
   Google Scholar
• Stern M and Geary AL: ‘Electrochemical polarization: I. a theoretical analysis of the shape of polarization curves’, J. Electrochem. Soc., 1957, 104, 56.
   Web of Science ®Google Scholar
• Buchanan RA and Stansbury EE: ‘Electrochemical corrosion’, in ‘Handbook of environmental degradation of materials’, (ed. Kutz M), 2nd edn, Chapter 4; 2012, Waltham, USA, Elsevier Inc.
   Google Scholar
• Chatfield C and Collins AJ: ‘Introduction to multivariate analysis’; 1980, London, Chapman & Hall.
   Google Scholar
• Hardle W and Simar L: ‘Applied multivariate statistical analysis’; 2007, Berlin, Springer.
   Google Scholar
• Ivarsson P, Holmin S, Hojer NE, Krantz-Rulcker C and Winquist F: ‘Discrimination of tea by means of a voltammetric electronic tongue and different applied waveforms’, Sens. Actuator B: Chem., 2000, 76, 449.
   Web of Science ®Google Scholar
• Macdonald DD: ‘An impedance interpretation of small amplitude cyclic voltammetry. I. Theoretical analysis for a resistive-capacitive system’, J. Electrochem. Soc., 1978, 125, 1443.
   Web of Science ®Google Scholar
• Marchand J, Samson E, Maltais Y and Beaudoin JJ: ‘Theoretical analysis of the effect of weak sodium sulfate solutions on the durability of concrete’, Cem. Concr. Compos., 2002, 24, 317.
   Web of Science ®Google Scholar
• Martell AE and Smith RM: ‘Critical stability constants’; 1977, New York, Plenum Press.
   Google Scholar
• Ciavatta L, De Tommaso G and Iuliano M: ‘Stability constants of iron (II) sulfate complexes’, Ann. Chim., 2002, 95, 513.
   Google Scholar