دانلود مقاله ISI انگلیسی شماره 151129
ترجمه فارسی عنوان مقاله

پیش بینی کیفیت جوشکاری لیزر با استفاده از روش های هوش مصنوعی

عنوان انگلیسی
Prediction of laser welding quality by computational intelligence approaches
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
151129 2017 4 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Optik - International Journal for Light and Electron Optics, Volume 140, July 2017, Pages 597-600

پیش نمایش مقاله
پیش نمایش مقاله  پیش بینی کیفیت جوشکاری لیزر با استفاده از روش های هوش مصنوعی

چکیده انگلیسی

In this investigation was established a model of laser welding quality prediction based on different input parameters. As the quality factors for the laser welding process lap-shear strength and weld-seam width were used. Laser power, welding speed, stand-off distance and clamping pressure were used as input parameters. Experimental test were used to acquire the training data for the computational intelligence methodologies. In this article support vector regression (SVR) was applied. The results from this study could be used as benchmark results in order to improve the laser welding process.