吉林大学学报(工学版)

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Elman神经网络在中厚板轧机宽展预测中的应用

孟令启,孟梦   

  1. 郑州大学 机械工程学院,郑州 450001
  • 收稿日期:2007-02-11 修回日期:2007-06-27 出版日期:2008-01-01 发布日期:2008-01-01
  • 通讯作者: 孟令启

Application of Elman neural network to width spread prediction in medium plate mill

Meng Ling-qi,Meng Meng   

  1. School of Mechanical Engineering, Zhengzhou University, Zhengzhou 450001, China
  • Received:2007-02-11 Revised:2007-06-27 Online:2008-01-01 Published:2008-01-01
  • Contact: Meng Ling-qi

摘要: 根据Elman神经网络模型能够逼近任意非线性函数的特点和具有反映系统动态特性的能力,提出了一种利用Elman神经网络建立中厚板轧机宽展预报模型的方法。通过实例比较了Elman模型与BP模型的预测效果。结果表明,所建立的Elman神经网络模型收敛速度和预测精度均高于BP网络模型。

关键词: 冶金机械及自动化, MATLAB, Elman神经网络, 中厚板轧机, 宽展

Abstract: Based on the fact that the Elman model of neural network toolbox in MATLAB can approximate any nonlinear continuous function and reflect dynamic features of the system,a method to predict the width spread in the medium plate mill by the Elman neural network was presented. The predictions by the Elman neural network and those by the BP neural network were compared through examples. The results show that the Elman neural network converges more quickly, and its accuracy is higher than the BP neural network.

Key words: metallurgical machinery and automation, MATLAB, Elman neural network, medium plate mill, width spread

中图分类号: 

  • TF3
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