The aqueous CO
2 corrosion of steel is of great importance to the oil/gas well & pipeline industry.
A multivariable analysis approach was used in the following study:
"A Neural Network Model for CO
2 Corrosion of Carbon Steel" by Srdjan Nesic and Miran Vrhovac,
J. Corros. Sci. Engr., vol 1 (18 March 1999):
The corrosion reactions and the models & experimental results of others are given. The only accurate models are for the laboratory case of bare steel corroding in pure CO2 saturated water ("worst-case" corrosion). But reality is more complicated owing to factors such as
formation of protective surface films,
presence of the hydrocarbon phase,
presence of corrosion inhibitors,
presence of glycol or methanol,
condensation in wet gas transport,
multi-phase flow,
steel type,
corrosion history, etc.
This study's artificial intelligence model gives a better data fit than the other models.
Selected References:
1. C. de Waard and D. E. Milliams, "Prediction of Carbonic Acid Corrosion in Natural Gas Pipelines", First International Conference on the Internal and External Corrosion of Pipes, paper F1, University of Durham, UK, 1975.
2. L. G. S. Gray, B. G. Anderson, M. J. Danysh, P. G. Tremaine, "Mechanism of Carbon Steel Corrosion in Brines Containing Dissolved Carbon Dioxide at pH 4", Corrosion/89, paper no. 464, (Houston, TX: NACE International, 1989).
3. S. Nesic, J. Postlethwaite and S. Olsen, "An Electrochemical Model for Prediction of CO
2 Corrosion", Corrosion/95, paper no. 131, (Houston, TX: NACE International, 1995)
4. C. de Waard and U. Lotz, "Prediction of CO
2 Corrosion of Carbon Steel", Corrosion/93, paper no. 69, (Houston, TX: NACE International, 1993).
5. A. Dugstad, L. Lunde and K. Videm "Parametric Study of CO
2 Corrosion of Carbon Steel", Corrosion/94, paper no. 14, (Houston, TX: NACE International, 1994).
6. A. K. Sheikh, J. K. Boah and D. A. Hansen, Corrosion, 46 (1990) p. 190.
7. J. W. Provan and E. S. Rodriguez III, Corrosion 45 (1989) p. 178.
8. C. D. Adams, J. D. Garber, F. H. Walters, C. Singh, "Verification of Computer Modelled Tubing Life Predictions by Field Data", Corrosion/93, paper no. 82, (Houston, TX: NACE International, 1993).
9. C. de Waard and D. E. Milliams, Corrosion, 31 (1975): p.131.
10. G. Schmitt and B. Rothman, Werkstoffe und Korrosion, 28 (1977): p.816.
11. J. O .M. Bockris, D. Drazic and A. R. Despic, Electrochimica Acta, 4 (1961): p.325.
12. S. Nesic, N. Thevenot, and J.L.Crolet, "Electrochemical Properties of Iron Dissolution in CO
2 solutions - basics revisited", Corrosion/96, paper no. 3, (Houston, TX: NACE International, 1996).
13. M. R. Bonis and J. L. Crolet, "Basics of the Prediction of the Risks of CO
2 Corrosion in Oil and Gas Wells", Corrosion/89, paper no. 466, (Houston, TX: NACE International, 1989).
14. L. G. S. Gray, B. G. Anderson, M. J. Danysh and P. R. Tremaine, "Effect of pH and Temperature on the Mechanism of Carbon Steel Corrosion by Aqueous Carbon Dioxide", Corrosion/90, paper no. 40, (Houston, TX: NACE International, 1990).
21. C. de Waard, U. Lotz and A. Dugstad, "Influence of Liquid Flow Velocity on CO
2 Corrosion a Semi-Empirical Model", Corrosion/95, paper no. 128, (Houston, TX: NACE International, 1995).