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Optimization of bolted beam connections using surrogate models, finite element analysis, and machine learning

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Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science

Published online on

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 ...