| Prediction of the Performance of the Fabrics in Garment Manufacturing by Artificial Neural Network |
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| 引用本文： | 刘侃 张渭源. Prediction of the Performance of the Fabrics in Garment Manufacturing by Artificial Neural Network[J]. 东华大学学报(英文版), 2004, 21(5): 22-26 |
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| 作者姓名： | 刘侃 张渭源 |
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| 作者单位： | FashionInstitute,DonghuaUniversity,Shanghai200051 |
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| 摘 要： | An artificial neural network is used to predict the performance of fabrics in clothing manufacturing. The predictions are based on fabric mechanical properties measured on the FAST system. The influences of the different ANN‘s construct on the convergence speed and the prediction accuracy are investigated. The result indicates that the BP neural network is an efficiency technique and has a wide prospect in the application to garment processing.
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| 关 键 词： | 服装制造业 人工神经网络 FAST参数 棉织物 |
Prediction of the Performance of the Fabrics in Garment Manufacturing by Artificial Neural Network |
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| LIU Kan,ZHANG Wei-yuan. Prediction of the Performance of the Fabrics in Garment Manufacturing by Artificial Neural Network[J]. Journal of Donghua University, 2004, 21(5): 22-26 |
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| Authors: | LIU Kan ZHANG Wei-yuan |
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| Affiliation: | Fashion Institute, Donghua University, Shanghai 200051 |
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| Abstract: | An artificial neural network is used to predict the performance of fabrics in clothing manufacturing. The predictions are based on fabric mechanical properties measured on the FAST system. The influences of the different ANN's construct on the convergence speed and the prediction accuracy are investigated. The result indicates that the BP neural network is an efficiency technique and has a wide prospect in the application to garment processing. |
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| Keywords: | garment manufacturing performance artificial neural network FAST parameters |
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