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首页> 外文会议>International conference on cooperation and promotion of information resources in science and technology >Prediction of Nep on Cotton Yarn Produced by Ring Spun Process
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Prediction of Nep on Cotton Yarn Produced by Ring Spun Process

机译：环纺过程中棉纱棉纱预测

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摘要

In this work, we used the statistical and artificial neural network methods to predict the neps of ring spun cotton yarn with ring spinning process parameters. Our results show that the neps of ring spun cotton yarns are determined by the process parameters (front roller speed, spindle speed, nip gauge, back draft zone time, and aperture of guide wire). The results also show that the neps of ring spun cotton yarns with spin can be well predicted. The results show that the ANN model yields more accurate and stable predictions than that of statistical model, which indicates that the ANN theory is an effective and viable modeling method.
机译：在这项工作中，我们利用统计和人工神经网络方法预测环纺纱纱线的环纺纱工艺参数。我们的研究结果表明，环纺纱纱线的Neps由工艺参数（前辊速度，主轴速度，辊隙仪，后射线区域时间和导丝的孔径）决定。结果还表明，环形纺纱纱线的Neps可以很好地预测。结果表明，ANN模型比统计模型产生更准确和稳定的预测，这表明ANN理论是一种有效且可行的建模方法。

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