Simulation-based numerical optimization of arc welding process for reduced distortion in welded structures

被引:66
作者
Islam, M. [1 ]
Buijk, A. [2 ]
Rais-Rohani, M. [1 ,3 ]
Motoyama, K. [1 ,3 ]
机构
[1] Mississippi State Univ, Ctr Adv Vehicular Syst, Mississippi State, MS 39762 USA
[2] Simufact Amer LLC, Plymouth, MI 48170 USA
[3] Mississippi State Univ, Dept Aerosp Engn, Mississippi State, MS 39762 USA
关键词
Welding simulation; Numerical design optimization; Finite element analysis; Genetic algorithm; Welding-induced distortion; SENSITIVITY-ANALYSIS; PREDICTION; SEQUENCE; JOINT;
D O I
10.1016/j.finel.2014.02.003
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper presents an effective numerical approach for welding process parameter optimization to minimize weld-induced distortion in structures. A numerical optimization framework based on coupled Genetic Algorithm (GA) and Finite Element Analysis (FEA) is developed and implemented for a low and a high fidelity model. Classical weakly coupled thermo-mechanical analysis with thermo-elasto-plastic assumptions is carried out for distortion prediction of numerical models. The search for optimum process parameters is executed by direct integration of numerical models and GA-based optimization technique. The developed framework automatically inserts the process parameters into the simulation models, executes the FE-based welding simulations and evaluates the required simulation output data for iterative evolutionary optimization. The optimization results show that the proposed approach can contribute substantially to enhance final welded product quality while facilitating and accelerating the product design and development. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:54 / 64
页数:11
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