| 预报细纱条干不匀率的BP神经网络方法 |
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| 引用本文： | 董奎勇,杨萍.预报细纱条干不匀率的BP神经网络方法[J].北京纺织,2002(5). |
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| 作者姓名： | 董奎勇 杨萍 |
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| 作者单位： | 东华大学纺织学院 上海200051
(董奎勇)，通标标准技术服务有限公司上海分公司 上海200233(杨萍) |
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| 摘 要： | 介绍了BP神经网络及其算法 ,分别建立了两类细纱条干不匀率CV值预报模型 ,并对预报结果分别作了对比分析 ,得出了两类模型的最佳结构 ,从而证明BP神经网络应用于纺纱质量预报的合理性和良好前景。
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| 关 键 词： | BP神经网络 细纱 条干不匀率 预报 |
BP Neural Network Method for the Prediction of Yarn Unevenness |
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| DONG Kui-youg,YANG Ping.BP Neural Network Method for the Prediction of Yarn Unevenness[J].Beijing Textile Journal,2002(5). |
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| Authors: | DONG Kui-youg YANG Ping |
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| Affiliation: | DONG Kui-youg 1 YANG Ping 2 (Dong Hua University College of Textiles Shanghai 200051) 1 (SGS Shanghai Branch Shanghai 200233) 2 |
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| Abstract: | BP neural network and its algorithm are introduced.Two series of BP neural network models have been established to predict yarn evenness and the results from the two series of models are analyzed separately,from which the best network structures have been acquired.The models are analyzed separately,So the BP neural network is an efficiency technique and has a wide prospect in the application to yarn property prediction. |
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| Keywords: | BP neural network yarn unevenness prediction |
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