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SMT Solder Joint's Shape and Location Optimization using Modified Genetic Algorithm in the Dynamic Loadings

机译:动态载荷下基于改进遗传算法的SMT焊点形状与位置优化

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摘要

Vibration fatigue has become an important factor impacting the SMT solder joint reliability and lifetime in the dynamic loadings. So shape and location optimization of SMT solder joint under vibration and shock conditions are investigated to raise its reliability and lifetime in this paper. A PBGA256 assembly is chosen to investigate the effect of shape and location of SMT solder joint on its reliability under vibration and shock conditions. Then a modal experiment was performed to obtain the dynamic characteristics of the PBGA256 assembly. A Finite Element Model, which is close to PBGA256 assembly sample, is built based on the modal experiment. Then a modified genetic algorithm, which is global optimization method, is used to perform shape and location of SMT solder joints based on the FEM of PBGA256 assembly under shock conditions. The optimal results show the SMT solder joint with optimal location and shape has less maximum strain. As a result, reliability of SMT solder joint with those optimal parameters is better.
机译:振动疲劳已经成为影响SMT焊点可靠性和动态载荷寿命的重要因素。因此,本文研究了振动和冲击条件下SMT焊点的形状和位置优化,以提高其可靠性和使用寿命。选择PBGA256组件来研究SMT焊点的形状和位置对其在振动和冲击条件下的可靠性的影响。然后进行模态实验以获得PBGA256组件的动态特性。在模态实验的基础上,建立了一个接近PBGA256装配样品的有限元模型。然后,基于PBGA256组件在冲击条件下的有限元分析,采用一种改进的遗传算法,即全局优化方法,对SMT焊点进行形状和定位。最佳结果表明,具有最佳位置和形状的SMT焊点具有较小的最大应变。结果,具有这些最佳参数的SMT焊点的可靠性更好。

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