Predicting the Seam Efficiency of Sewn Blended Fabrics Using ANN and Linear Regression Models
| المصدر: | مجلة التصميم الدولية |
|---|---|
| الناشر: | الجمعية العلمية للمصممين |
| المؤلف الرئيسي: | Abu Nassif, Najwa Ali (Author) |
| المجلد/العدد: | مج8, ع1 |
| محكمة: | نعم |
| الدولة: |
مصر |
| التاريخ الميلادي: |
2018
|
| الشهر: | يناير |
| الصفحات: | 123 - 129 |
| DOI: |
10.21608/IDJ.2018.86224 |
| ISSN: |
2090-9632 |
| رقم MD: | 984868 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | HumanIndex |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Seam Efficiency | Predicting | Fabric Properties | Artificial Neural Networks | Regression Analysis
|
| رابط المحتوى: |
عدد مرات التحميل
9
| LEADER | 01909nam a22002297a 4500 | ||
|---|---|---|---|
| 001 | 1727856 | ||
| 024 | |3 10.21608/IDJ.2018.86224 | ||
| 041 | |a eng | ||
| 044 | |b مصر | ||
| 100 | |9 531390 |a Abu Nassif, Najwa Ali |e Author | ||
| 245 | |a Predicting the Seam Efficiency of Sewn Blended Fabrics Using ANN and Linear Regression Models | ||
| 260 | |b الجمعية العلمية للمصممين |c 2018 |g يناير | ||
| 300 | |a 123 - 129 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b In most cases, quality of sewn apparel products is characterized by seam performance. The durability of the seam is mainly defined by its efficiency along the seam line; therefore it is one of the most important characteristics to obtain the desired seam quality. Throughout this study, seam efficiencies of woven blended fabrics were predicted using two different methodologies, i.e. ANN and regression methods. ANN with four neurons input layer, 15 neuron hidden layer and output layer with one neuron focusing on the seam efficiency was used and compared to regression line. The input variables in both predictive modes were polyester ratios, sewing needle size, stitch density and sewing thread count. The findings of this work revealed that ANN predictive model is outperformed the multiple linear regression one with lower vales of RMSE and MBE and high R2 values. | ||
| 653 | |a الأقمشة والمنسوجات |a عارضات الأزياء |a جودة الملابس | ||
| 692 | |b Seam Efficiency |b Predicting |b Fabric Properties |b Artificial Neural Networks |b Regression Analysis | ||
| 773 | |4 فنون |6 Art |c 010 |e International Design Journal |f Mağallaẗ Al-taṣmim Al-Dawliyyaẗ |l 001 |m مج8, ع1 |o 2048 |s مجلة التصميم الدولية |v 008 |x 2090-9632 | ||
| 856 | |n https://idj.journals.ekb.eg/article_86224_ar.html |u 2048-008-001-010.pdf | ||
| 930 | |d y |p y |q n | ||
| 995 | |a HumanIndex | ||
| 999 | |c 984868 |d 984868 | ||
عناصر مشابهة
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