1.太原科技大学应用科学学院,山西太原 030024
2.东莞理工学院机械工程学院,广东东莞 523000
[ "杨雪霞 女,1985年出生,河北邯郸人.博士.太原科技大学应用科学学院副教授.山西省“三晋英才”优秀青年人才.近年来主持国家自然科学基金青年项目、山西省自然科学基金面上项目和青年项目等多个项目.主要研究方向为合金材料弹塑性力学性能、集成电路微电子封装可靠性.E-mail: yangxuexia0124@126.com" ]
[ "孙勤润 男,1996年出生,山东淄博人.太原科技大学应用科学学院力学硕士研究生.主要研究方向为集成电路微电子封装力学可靠性与数值优化研究." ]
收稿:2022-04-12,
修回:2022-08-08,
纸质出版:2023-10-25
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杨雪霞,孙勤润,王超等.基于随机振动过程应力分析的BGA焊点结构优化[J].电子学报,2023,51(10):2783-2790.
YANG Xue-xia,SUN Qin-run,WANG Chao,et al.Optimization of BGA Solder Joint Structure Based on Stress Analysis of Random Vibration[J].ACTA ELECTRONICA SINICA,2023,51(10):2783-2790.
杨雪霞,孙勤润,王超等.基于随机振动过程应力分析的BGA焊点结构优化[J].电子学报,2023,51(10):2783-2790. DOI: 10.12263/DZXB.20220390.
YANG Xue-xia,SUN Qin-run,WANG Chao,et al.Optimization of BGA Solder Joint Structure Based on Stress Analysis of Random Vibration[J].ACTA ELECTRONICA SINICA,2023,51(10):2783-2790. DOI: 10.12263/DZXB.20220390.
建立了板级BGA(Ball Grid Array)焊点有限元分析模型,选取芯片高度、焊点直径、焊点高度、焊点间距作为设计变量,以焊点应力作为响应目标,分别采用田口正交及曲面响应法设计了25组不同水平组合的焊点模型并进行仿真计算,通过数理统计分析及回归分析对焊点结构参数进行了优化,获得了焊点应力最小结构参数最优水平组合.结果表明:在相同条件下,曲面响应优化的结果优于田口正交的结果;应力最小的焊点水平组合为焊点直径0.32 mm,焊点高度0.20 mm,焊点间距0.36 mm;最优水平组合等效应力值为0.3915 MPa,降低了0.65 MPa,实现了BGA焊点结构参数的优化.
A board-level BGA (Ball Grid Array) solder joint finite element model is established. The chip height
solder joint diameter
solder joint height
and solder joint spacing are selected as design variables
and the critical solder joint stress is used as the response target. We design 25 groups of solder joint models simulating and calculating based on the Taguchi orthogonal and the surface response method The structural parameters of the solder joints are optimized through mathematical statistical and regression analysis. And the optimal solder structural combination with the minimum joint stress is obtained. The results show that the result of surface response optimization is better than the Taguchi orthogonal under the same conditions. And the best combination of solder joints is solder joint diameter 0.32 mm
solder joint height 0.20 mm
solder joint spacing 0.36 mm. The equivalent stress value of the best combination is 0.391 5 MPa
which is reduced by 0.65 MPa. They show that the optimization of the structural parameters of BGA solder joints is achieved.
赵胜军 , 黄春跃 , 梁颖 , 等 . BGA无铅焊点再流焊焊后残余应力分析与优化 [J]. 机械工程学报 , 2020 , 56 ( 10 ): 86 - 94 .
ZHAO S J , HUANG C Y , LIANG Y , et al . Analysis and optimization of residual stress after reflow soldering of BGA lead free solder joints [J]. Journal of Mechanical Engineering , 2020 , 56 ( 10 ): 86 - 94 . (in Chinese)
温桂琛 , 雷永平 , 林健 , 等 . BGA无铅焊点在跌落冲击载荷下的失效模式与机理 [J]. 焊接学报 , 2016 , 37 ( 5 ): 73 - 76, 132 .
WEN G C , LEI Y P , LIN J , et al . Failure mode and mechanism of BGA lead-free solder joints under drop-impact load [J]. Transactions of the China Welding Institution , 2016 , 37 ( 5 ): 73 - 76, 132 . (in Chinese)
陈志文 , 梅云辉 , 刘胜 , 等 . 电子封装可靠性: 过去、现在及未来 [J]. 机械工程学报 , 2021 , 57 ( 16 ): 248 - 268 .
CHEN Z W , MEI Y H , LIU S , et al . Reliability in electronic packaging: Past, now and future [J]. Journal of Mechanical Engineering , 2021 , 57 ( 16 ): 248 - 268 . (in Chinese)
撒子成 , 王尚 , 冯佳运 , 等 . SiP器件组装焊点形态预测及其随机振动可靠性仿真研究 [J]. 机械工程学报 , 2022 , 58 ( 2 ): 276 - 283 .
SA Z C , WANG S , FENG J Y , et al . Simulation of SiP solder joint geometry and random vibration reliability prediction [J]. Journal of Mechanical Engineering , 2022 , 58 ( 2 ): 276 - 283 . (in Chinese)
黄春跃 , 赵胜军 , 梁颖 , 等 . CSP焊点焊后残余应力分析与预测 [J]. 电子科技大学学报 , 2021 , 50 ( 1 ): 148 - 154 .
HUANG C Y , ZHAO S J , LIANG Y , et al . Analysis and prediction of residual stress after reflow soldering of CSP solder joints [J]. Journal of University of Electronic Science and Technology of China , 2021 , 50 ( 1 ): 148 - 154 . (in Chinese)
SAMAVATIAN M , ILYASHENKO L K , SURENDAR A , et al . Effects of system design on fatigue life of solder joints in BGA packages under vibration at random frequencies [J]. Journal of Electronic Materials , 2018 , 47 ( 11 ): 6781 - 6790 .
SUN H Y , BO G , ZHAO J C . Thermal-mechanical reliability analysis of WLP with fine-pitch copper post bumps [J]. Soldering & Surface Mount Technology , 2021 , 33 ( 3 ): 178 .
王建培 , 黄春跃 , 梁颖 , 等 . 基于回归分析和遗传算法的BGA焊点功率载荷热应力分析与优化 [J]. 电子学报 , 2019 , 47 ( 3 ): 734 - 740 .
WANG J P , HUANG C Y , LIANG Y , et al . Thermal stress analysis and optimization of BGA solder joint power load based on regression analysis and genetic algorithm [J]. Acta Electronica Sinica , 2019 , 47 ( 3 ): 734 - 740 . (in Chinese)
韩立帅 , 黄春跃 , 梁颖 , 等 . 3D封装微尺度CSP焊点随机振动应力应变分析 [J]. 焊接学报 , 2019 , 40 ( 6 ): 64 - 70, 164 .
HAN L S , HUANG C Y , LIANG Y , et al . Analysis of stress strain and shape size optimization of 3D micro-scale CSP solder joints in random vibration [J]. Transactions of the China Welding Institution , 2019 , 40 ( 6 ): 64 - 70, 164 . (in Chinese)
CHO M , KIM S , JOUN M S . Optimal process design of an optimal, single-stage, symmetrical L-bending process employing taguchi method with finite element method, and experimental verification thereof [J]. International Journal of Precision Engineering and Manufacturing , 2022 , 23 ( 4 ): 395 - 404 .
GHARAIBEH M A , PITARRESI J M . Random vibration fatigue life analysis of electronic packages by analytical solutions and Taguchi method [J]. Microelectronics Reliability , 2019 , 102 : 113475 .
WANG D H , SUN W , GAO Z H , et al . Vibration response analysis and hoop layout optimization of spatial pipeline under random excitation [J]. Aircraft Engineering and Aerospace Technology , 2022 , 94 ( 8 ): 1242 - 1251 .
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