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Numerical optimization of surface residual stresses induced by laser peening using Taguchi method

机译:Taguchi法对激光喷丸引起的表面残余应力进行数值优化

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The objective of this study was to assess parametric impact during laser peening (LP) of 6061-T6 aluminum alloy and optimize the process parameters to achieve higher surface compressive residual stresses. The effect of laser power, number of LP impact, laser shot diameter and LP patterns was studied and optimized using Taguchi method. Nine experiments were required to study the effect of parameters on surface compressive residual stresses. In order to reduce the experimental cost and time, the finite element method was applied to simulate the LP process. The LP simulations were carried out by FEM commercial code ABAQUS. Each simulation experiment was calculated mean and signaloise (S/N). The obtained results were analyzed using the statistical software MINITAB. The results showed that number of LP impact was the most effective parameter in comparison with others. Based on the S/N ratio, the optimized conditions for surface compressive residual stresses were laser power 40J, number of LP impact 3, laser shot diameter 10mm, LP pattern the 2ed. The experimental results confirm the adequacy and effectiveness of this approach.
机译:这项研究的目的是评估6061-T6铝合金在激光喷丸(LP)过程中的参数影响,并优化工艺参数以获得更高的表面压缩残余应力。使用Taguchi方法研究并优化了激光功率,LP冲击次数,激光发射直径和LP图案的影响。需要九个实验来研究参数对表面压缩残余应力的影响。为了减少实验成本和时间,采用了有限元方法对LP过程进行了仿真。 LP模拟由FEM商业代码ABAQUS进行。计算每个模拟实验的平均值和信号/噪声(S / N)。使用统计软件MINITAB分析获得的结果。结果表明,与其他因素相比,LP影响的数量是最有效的参数。根据信噪比,表面压缩残余应力的最佳条件是激光功率40J,LP冲击次数3,激光发射直径10mm,LP图案2d。实验结果证实了这种方法的充分性和有效性。

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