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Publications
Teixeira, A.P. and Guedes Soares, C. (2021), “Semi-empirical based response surface approach for reliability evaluation of steel plates with random fields of corrosion”, 18th International Probabilistic Workshop (IPW2020), Lecture Notes in Civil Engineering 153, Matos, J. C. et al., (Eds.), Springer Nature Switzerland AG, pp. 715-732
The paper presents a semi-empirical based response surface approach for structural reliability analysis of steel plates with non-uniform corrosion represented by random fields. The approach consists of using a semi-empirical design equation as simplified response surface model, which is then calibrated iteratively by means of the results of non-linear finite element analyses at the design points calculated by the First Order Reliability Method. This technique has been successfully applied to problems formulated in terms of discrete random variables and is now applied to problems involving spatial variability of structural parameters represented by random fields. The approach is first illustrated with an example of the ultimate strength of plates with random imperfections and material properties and then applied to plates with random fields of corrosion discretized using the Expansion Optimal Linear Estimation method. The results obtained by the semi-empirical based response surface approach and by coupling directly the First Order Reliability Method and the finite element code are compared.
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