| 利用神经网络与AFIS纤维测试系统预测纱线质量 |
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| 引用本文： | 郝海涛,谢春萍. 利用神经网络与AFIS纤维测试系统预测纱线质量[J]. 棉纺织技术, 2003, 31(8): 29-32 |
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| 作者姓名： | 郝海涛 谢春萍 |
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| 作者单位： | 江南大学(郝海涛)，江南大学(谢春萍) |
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| 摘 要： | 评述了人工神经网络以及AFIS纤维测试系统的特点，提出利用人工神经网络和AFIS纤维测试系统进行纺纱质量预测的工作原理和网络构建方法，并提供了实例，说明神经网络可以有效地解决纱线质量预测问题，指出人工神经网络技术在纺纱质量预测和控制中的广泛应用前景。
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| 关 键 词： | 人工神经网络 AFIS纤维测试系统 预测 纱线质量 应用 |
| 文章编号： | 1001-7415(2003)08-0029-04 |
| 修稿时间： | 2003-04-13 |
Forecasting Yarn Quality Using Artificial Neural Network and AFIS |
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| Hao Haitao Xie Chunping. Forecasting Yarn Quality Using Artificial Neural Network and AFIS[J]. Cotton Textile Technology, 2003, 31(8): 29-32 |
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| Authors: | Hao Haitao Xie Chunping |
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| Abstract: | The features of AFIS and artificial neural network are commented. The working principle of the network in forecasting the yarn quality and network construction method are put forward. The experimental data show the neural network system are powerful tools for forecasting the yarn quality. It is pointed out that artificial neural network have a wide prospect in forecasting and controlling the yarn quality. |
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| Keywords: | Artificial Neural Network AFIS Yarn Quality Forecasting Application |
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