Buried pipelines essentially involve problems of soil-structure interaction that include several complex factors such as geometry, material properties, and boundary conditions. Complete, comprehensive and lengthy numerical analyses using the finite element methods were carried out in this research to calculate stresses and strains of buried pipes. Using the obtained results, regression equations were developed to predict the absolute maximum stress and diameter change of buried pipes.