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Updated: Apr 23, 2026

Surrogate Model Development for Digital Experiments in Welding
Published on: March 28, 2025
Predicting welding distortion in a panel structure with longitudinal stiffeners using inherent deformations obtained
Wei Liang1, Hidekazu Murakawa2
1College of Mechatronics & Automotive Engineering, Chongqing Jiaotong University, No. 66 Xuefu Road, Nan'an District, Chongqing 400074, China ; State Key Laboratory of Advanced Welding and Joining (AWJ), Harbin Institute of Technology, 92 West Dazhi Street, Nan Gang District, Harbin 150001, China.
Predicting welding deformation is crucial for improving manufacturing accuracy. This study introduces a new inverse analysis method to determine inherent deformations, enhancing the accuracy of finite element method (FEM) simulations for large structures.
Area of Science:
- Mechanical Engineering
- Materials Science
- Computational Mechanics
Background:
- Welding-induced deformation impacts product accuracy and performance.
- Accurate prediction of welding deformation aids in developing strategies for enhanced manufacturing precision.
- Existing finite element methods (FEM) have limitations in simulating large-scale welding deformation.
Purpose of the Study:
- To propose a novel inverse analysis method for obtaining inherent deformations in weld joints.
- To integrate these inherent deformations into an elastic FEM framework for predicting welding distortion.
- To validate the proposed method's effectiveness through experimental comparison.
Main Methods:
- Developed an inverse analysis technique to calculate inherent deformations in weld joints.
- Employed elastic FEM based on inherent strain theory, incorporating the derived inherent deformations.
- Conducted experiments on a panel structure with longitudinal stiffeners to validate simulation results.
Main Results:
- The proposed inverse analysis method successfully determined inherent deformations for weld joints.
- The elastic FEM, utilizing the obtained inherent deformations, accurately predicted welding deformation in the tested panel structure.
- Experimental results corroborated the simulation predictions, confirming the method's efficacy.
Conclusions:
- The novel inverse analysis method provides an effective means to obtain inherent deformations for weld joints.
- This approach enhances the predictive capability of elastic FEM for welding-induced deformation in large and complex structures.
- The validated method offers a valuable tool for improving dimensional accuracy and product performance in welded structures.
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