Finite-Element Analysis and Multiobjective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process

IF 3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Components, Packaging and Manufacturing Technology Pub Date : 2025-01-14 DOI:10.1109/TCPMT.2025.3529292
Jingyi Lan;Chunyue Huang;Ying Liang;Chao Gao;Gui Wang;Zhiqin Cao
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Abstract

A finite-element analysis model of a printed circuit board assembly (PCBA) was established. The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow soldering process. Validation experiments confirmed the accuracy of the simulation results. The response surface methodology (RSM) combined with the NSGA-II algorithm was employed to optimize the reflow soldering process parameters with the dual objectives of minimizing solder joint temperature difference and cooling stress. The results reveal uneven temperature distribution at the solder joint solidification onset and concentrated cooling stress due to the mismatch in thermal expansion coefficients. The optimized reflow soldering process parameters were determined as: soak time of 80 s, reflow time of 35 s, reflow temperature of $230~^{\circ }$ C, and cooling rate of $2~^{\circ }$ C/s. Simulation validation demonstrated that with the optimal reflow soldering process parameters, the solder joint temperature difference and cooling stress were reduced by $1.058~^{\circ }$ C and 1.245 MPa, respectively. The results of this study on the optimization of the reflow soldering process parameters of the PCBA have a certain degree of significance in guiding.
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PCBA 回流焊过程中焊点温差和冷却应力的有限元分析与多目标优化
建立了印刷电路板组件的有限元分析模型。对该模型进行了回流焊温度分布,分析了焊点凝固时刻的温度分布和回流焊过程结束时的冷却应力分布。验证实验验证了仿真结果的准确性。以最小化焊点温差和冷却应力为双重目标,采用响应面法(RSM)结合NSGA-II算法对回流焊工艺参数进行优化。结果表明,由于热膨胀系数的不匹配,焊点凝固初期温度分布不均匀,冷却应力集中。优化后的回流焊工艺参数为:浸泡时间80 s,回流时间35 s,回流温度230~^{\circ}$ C/s,冷却速度2~^{\circ}$ C/s。仿真验证表明,采用最优的回流焊工艺参数,焊点温差和冷却应力分别降低了1.058~^{\circ}$ C和1.245 MPa。本研究结果对PCBA回流焊工艺参数的优化具有一定的指导意义。
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来源期刊
IEEE Transactions on Components, Packaging and Manufacturing Technology
IEEE Transactions on Components, Packaging and Manufacturing Technology ENGINEERING, MANUFACTURING-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
4.70
自引率
13.60%
发文量
203
审稿时长
3 months
期刊介绍: IEEE Transactions on Components, Packaging, and Manufacturing Technology publishes research and application articles on modeling, design, building blocks, technical infrastructure, and analysis underpinning electronic, photonic and MEMS packaging, in addition to new developments in passive components, electrical contacts and connectors, thermal management, and device reliability; as well as the manufacture of electronics parts and assemblies, with broad coverage of design, factory modeling, assembly methods, quality, product robustness, and design-for-environment.
期刊最新文献
2025 Index IEEE Transactions on Components, Packaging and Manufacturing Technology Vol. 15 IEEE Transactions on Components, Packaging and Manufacturing Technology Society Information IEEE Transactions on Components, Packaging and Manufacturing Technology Information for Authors IEEE Transactions on Components, Packaging and Manufacturing Technology Society Information IEEE Transactions on Components, Packaging and Manufacturing Technology Information for Authors
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