کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
833369 908141 2008 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Neural network based prediction on mechanical and wear properties of short fibers reinforced polyamide composites
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Neural network based prediction on mechanical and wear properties of short fibers reinforced polyamide composites
چکیده انگلیسی

The artificial neural network technique was applied to predict the mechanical and wear properties of short fiber reinforced polyamide (PA) composites. Two experimental databases were used to train the neural network: one consisted of 101 independent fretting wear tests of PA 4.6 composites; the other one was from a commercial company and included 93 pairs of independent Izod impact, tension and bending tests of PA 6.6 composites. The predicted property profiles as a function of short fiber content or testing conditions proved a remarkable capability of well-optimized neural networks for modeling concern.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Materials & Design - Volume 29, Issue 3, 2008, Pages 628–637
نویسندگان
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