Lumeng Jiang

An Intelligent Prediction Model for Strain of Station Pipelines Under Settlement Based on Finite Element Simulation and Stacking Ensemble Learning

Settlement-induced bending may cause excessive tensile and compressive strains in buried station pipelines, while full finite element analysis is too time-consuming for rapid integrity screening. This study proposes a strain prediction framework that couples nonlinear pipe–soil finite element simulation with stacking e...