... for both compressive and tensile strain demands. Strain capacities are estimated using the Dorey (U of A) and CRES (PRCI) models for compressive and tensile strains, respectively. Using the resulting relationships for strain demands and capacities, Monte Carlo simulations are completed using the previously...

... for incorporating this variability into the authors’ ML classification model using a Monte Carlo-based simulation approach. In addition, this study will discuss the various metrics that were developed for interpreting the most probable pipe grade from the large number of simulation results, including the average...

... rupture events at the crack tip during operating pressure cycles. Crack aspect ratio data were obtained from field data. Probabilistic distribution functions were assigned to input parameters and a Monte Carlo method was used to produce probabilistic crack growth rate distributions. The model grows...