Optimization of bolted beam connections using surrogate models, finite element analysis, and machine learning
Published online on April 22, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
In this study, machine learning (ML) models were developed to optimize the bolt layout to minimize the I-beam deflection at the free end when subjected to different loads. Finite element analysis (FEA) was integrated with Latin hypercube sampling (LHS) to ...
In this study, machine learning (ML) models were developed to optimize the bolt layout to minimize the I-beam deflection at the free end when subjected to different loads. Finite element analysis (FEA) was integrated with Latin hypercube sampling (LHS) to ...