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SMT solder joint's shape and location optimization using modified genetic algorithm in the dynamic loadings

机译:SMT焊接接头的形状和位置优化在动态负载中使用改进的遗传算法

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Vibration fatigue has become an important factor impacting the SMT solder joint reliability and lifetime in dynamic loadings. In this paper shape and location optimization of SMT solder joints under vibration and shock conditions are investigated to raise their reliability and lifetime. A PBGA256 assembly is chosen to investigate the effect of shape and location of a 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 the PBGA256 assembly sample, is built based on the modal experiment. Then a modified genetic algorithm, which is a global optimization method, is used to perform shape and location of SMT solder joints based on the FEM of the 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:振动疲劳已成为影响动态载荷中SMT焊点可靠性和寿命的重要因素。在本文中,研究了SMT焊点的形状和位置优化,并研究了振动和休克条件下的抗震条件,以提高其可靠性和寿命。选择PBGA256组件以研究SMT焊点的形状和位置在振动和冲击条件下其可靠性的影响。然后进行模态实验以获得PBGA256组件的动态特性。基于模态实验,构建了靠近PBGA256装配样品的有限元模型。然后,一种改进的遗传算法,其是全局优化方法,用于基于在休克条件下基于PBGA256组装的FEM来执行SMT焊点的形状和位置。最佳结果表明,具有最佳位置和形状的SMT焊点具有较少的最大菌株。结果,SMT焊点与那些最佳参数的可靠性更好。

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