| B样条模糊神经网络在刀具磨损监测中的应用 |
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| 引用本文： | 曹伟青,傅攀,谢绣娴.B样条模糊神经网络在刀具磨损监测中的应用[J].工具技术,2005,39(12):66-68. |
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| 作者姓名： | 曹伟青 傅攀 谢绣娴 |
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| 作者单位： | 西南交通大学 |
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| 摘 要： | 提出一种基于B样条函数模糊神经网络的刀具磨损量监测方法。利用B样条基函数的正定性、紧密性和归一性,可使训练过程中权值的调整在局部范围内,且系统的输出简单可靠。实验结果证明该系统可成功应用于刀具磨损量的实时监测。
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| 关 键 词： | 刀具磨损 模糊神经网络 B样条基函数 |
| 修稿时间： | 2005年4月1日 |
Application of B-spline Neuofuzzy-network on Tool Wear Monitoring |
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| Cao Weiqing,Fu Pan,Xie Xiuxian.Application of B-spline Neuofuzzy-network on Tool Wear Monitoring[J].Tool Engineering(The Magazine for Cutting & Measuring Engineering),2005,39(12):66-68. |
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| Authors: | Cao Weiqing Fu Pan Xie Xiuxian |
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| Affiliation: | Cao Weiqing Fu Pan Xie Xiuxian |
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| Abstract: | A tool wear monitoring method based on the neurofuzzy-network using B-spline function is presented. In terms of the positivity, compact support and normalization of B-spline basic function, the adjustments of the weighing are accomplished locally and the output is simple. The experiment result proves that this system can be applied to the real-time tool wear monitoring successfully. |
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| Keywords: | tool wear neurofuzzy-network B-spline basic function |
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