克里金
印刷电路板
回流焊
过程(计算)
液相线
领域(数学)
实验设计
焊接
工程类
计算机科学
数学
材料科学
统计
电气工程
复合材料
纯数学
操作系统
合金
作者
Yao Yin,Hongda Zhou,Cai Chen,Yi Zheng,Hongqiao Shen,Yubing Gong
出处
期刊:Soldering & Surface Mount Technology
[Emerald (MCB UP)]
日期:2021-07-01
卷期号:34 (1): 45-57
被引量:3
标识
DOI:10.1108/ssmt-01-2021-0002
摘要
Purpose The simulated temperature profile of the printed circuit board assembly (PCBA) during reflow soldering process deviates from the actual profile. To reduce this relative deviation, a new strategy based on the Kriging response surface and the Multi-Objective Genetic Algorithm (MOGA) optimizing method is proposed. Design/methodology/approach The simulated temperature profile of the PCBA during reflow soldering process deviates from the actual profile. To reduce this relative deviation, a new strategy based on the Kriging response surface and the MOGA optimizing method is proposed. Findings Several critical influencing parameters such as temperature and the convective heat transfer coefficient of the specific temperature zones are selected as the correction parameters. The hyper Latins sampling method is implemented to distribute the design points, and the Kriging response surface model of the soldering process is constructed. The updated model is achieved and validated by the test. The relative derivation is reduced from the initial value of 43.4%–11.8% in terms of the time above the liquidus line. Originality/value A new strategy based on the Kriging response surface and the MOGA optimizing method is proposed.
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