| 基于神经网络的曲轴滚压校直专家系统研究 |
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| 引用本文： | 张锐,胡荣强,杨秀芝.基于神经网络的曲轴滚压校直专家系统研究[J].武汉理工大学学报(信息与管理工程版),2010,32(1):23-26. |
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| 作者姓名： | 张锐 胡荣强 杨秀芝 |
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| 作者单位： | 1. 武汉理工大学,自动化学院,湖北,武汉,430070
2. 华中科技大学,材料学院,湖北,武汉,430074 |
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| 摘 要： | 介绍了曲轴滚压强化及校直工艺，分析了滚压校直方式具有的优缺点，研究了利用BP神经网络建立关于校直输入输出数学模型的方法，建立了曲轴滚压校直专家推理系统，并将其应用到曲轴圆角滚压强化校直机床中，取得了较好的效果。
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| 关 键 词： | 曲轴 BP神经网络 滚压校直 专家系统 |
Expert System for Crankshaft Rolling Based on Neural Network |
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| ZHANG Rui,HU Rongqiang,YANG Xiuzhi Doctorial C,idate,School of Automation,WUT,Wuhan ,China..Expert System for Crankshaft Rolling Based on Neural Network[J].Journal of Wuhan University of Technology(Information & Management Engineering),2010,32(1):23-26. |
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| Authors: | ZHANG Rui HU Rongqiang YANG Xiuzhi Doctorial C idate School of Automation WUT Wuhan China |
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| Affiliation: | ZHANG Rui,HU Rongqiang,YANG Xiuzhi Doctorial C,idate,School of Automation,WUT,Wuhan 430070,China. |
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| Abstract: | The strengthening and rolling crankshaft alignment process was introduced.Advantages and disadvantages of the rolling-straightening technique were analyzed.The input and output mathematical model of the alignment method was established on the basis of BP neural network.A rolling expert alignment system was developed.The established expert system was applied to strengthen the crankshaft fillet rolling machine and good alignment results were achieved. |
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| Keywords: | crankshaft BP neural network rolling straightening expert system |
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