| 基于人工神经网络的棒材连轧宽展模型的建立 |
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| 引用本文： | 贺立红,余驰斌,周家林,赵刚. 基于人工神经网络的棒材连轧宽展模型的建立[J]. 武汉科技大学学报(自然科学版), 2001, 24(1): 8-10 |
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| 作者姓名： | 贺立红 余驰斌 周家林 赵刚 |
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| 作者单位： | 武汉科技大学材料与冶金学院, |
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| 摘 要： | 采用几何模拟方法，以实验数据为基础，对现有的宽展数学模型进行比较，建立回归模型，并应用BP神经网络的方法，建立椭圆－圆孔型系统中轧件的神经网络宽展模型。其预报结果明显优于传统的宽展数学模型。
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| 关 键 词： | 人工神经网络 宽展模型 棒材轧制 椭圆－圆孔型系统 回归模型 连续轧制 |
| 文章编号： | 1001-4985(2001)01-0008-03 |
Establishment of Spread Model of Bar Continuous Rolling Based on ANN |
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| HE Li-hong,YU Chi-bin,ZHOU Jia-lin,ZHAO Gang. Establishment of Spread Model of Bar Continuous Rolling Based on ANN[J]. Journal of Wuhan University of Science and Technology(Natural Science Edition), 2001, 24(1): 8-10 |
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| Authors: | HE Li-hong YU Chi-bin ZHOU Jia-lin ZHAO Gang |
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| Abstract: | Using geometric simulation and based on experimental data, the existing spread mathematical models are compared and a regression spread model is established in this paper. A new way is advanced by BP neural network to es tablish the ANN spread model of oval round pass sequence.The precision of its predication is much higher than that of the classical spread model's. |
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| Keywords: | artificial neural network spread model rolling of bar steel simulation operation guiding |
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