The Evaluation of Fabric Prickle Based on BP Neural Network

机译：基于BP神经网络的Fabric Prickle评估

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A three-layer BP neural network model was established by relating subjective evaluation of fabric prickle level and 16 objective parameters from KES-FB system. The elastic gradient decrease method was adopted for network training to achieve the preset precision of the model which was later applied to fabric prickle level evaluation. Results from this method gave a considerably accuracy compared with actual subjective results which implied a compatibility between BP neural network and traditional subjective evaluation.

机译：通过对KES-FB系统的主观评估和16个物理参数相关的主观评估建立了三层BP神经网络模型。采用弹性梯度降低方法进行网络培训，以实现模型的预设精度，后来应用于Fabric Prickle Level评估。与暗示BP神经网络与传统主观评价之间的兼容性相比，该方法的结果具有相当大的准确性。

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来源
《International Conference on Eco-Dyeing, Finishing and Green Chemistry》|2012年||共6页
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作者
Tiantian LI; Jianzhong SHAO; Jinli ZHOU; Tianzuo ZHANG;
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原文格式 PDF
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中图分类 X78-532;
关键词
Fabric prickle; BP neural network; KES-FB system; Objective evaluation;

机译：面料Prickle;BP神经网络;KES-FB系统;客观评估;

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2. Prickle of Light-Weight Worsted Woven Wool Fabrics [J] . WANG Ge-hui(王革辉), Ron Postle, ZHANG Wei-yuan(张渭源) 东华大学学报（英文版） . 2004,第002期
3. Sense Estimation and Instrumental Evaluation of Fabric-Evoked Prickle [J] . 敖利民, 郁崇文东华大学学报（英文版） . 2004,第003期
4. Haptic Evaluation of the Prickle of Fabrics:Axial Compression Bending Tests On Ramie Fibers [J] . 刘宇清, 韩露, 于伟东东华大学学报（英文版） . 2004,第003期
5. Effects of Enzymatic Treatments with a Protease and a Total Crude Cellulase on the Handle and Prickle of a Viscose/Wool Blend Furnishing Fabric [J] . 沈劲松东华大学学报：英文版 . 2000,第002期
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The Evaluation of Fabric Prickle Based on BP Neural Network

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