Using gradient boosting regressor to predict stress intensity factor of a crack propagating in small bore piping

Abstract

Estimating the value of the stress intensity factor (SIF) for a crack propagating in small bore piping is essential for predicting the remnant fatigue life (RFL) of the aforementioned asset. Currently, the finite element method (FEM) is utilized to predict the SIF. The main shortcomings of SIF prediction using the FEM are high computational cost and… (More)

Topics

Figures and Tables

Sorry, we couldn't extract any figures or tables for this paper.

Slides referencing similar topics