کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
496893 862873 2011 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Quality-oriented optimization of wave soldering process by using self-organizing maps
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Quality-oriented optimization of wave soldering process by using self-organizing maps
چکیده انگلیسی

In this paper, the optimal process parameters of a wave soldering process were defined. The optimization was performed in respect to soldering quality by minimizing a cost function describing the total repairing cost of a wave-soldered printed circuit board (PCB). The data analysis stages were as follows. First, the process data were coded into inputs for a self-organizing map (SOM). Next, a function for the repairing cost was constructed and used to find the optimal map neurons. At the last phase, the optimal parameters were approximated on the basis of the reference vectors of the optimal neurons. The results showed clearly potential in the optimization of the wave soldering process, especially in the visualization of the optimal process conditions. Therefore, it would be useful to exploit the method more widely in the electronics industry.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 11, Issue 1, January 2011, Pages 214–220
نویسندگان
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