Study of synthesis identification in cutting process with fuzzy neural network

机译：基于模糊神经网络的切削过程综合识别研究

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With the development of intelligent manufacturing system, the requirements of the stability andreliability are more and more important especially in NC cutting process. The method of traditional and singleworking condition monitoring can’t be fully satisfied. In this paper, an Artificial Neural Network with fuzzy logic,signal processing and other techniques are composed, and a method of the synthesis identification and diagnosison the working condition with the model of compound fuzzy inference Neural Network has been tested andyielded good result, so the stability and reliability of on-line monitoring and diagnosis is rationally expected to berealized.

机译：随着智能制造系统的发展，对稳定性和稳定性的要求可靠性越来越重要，尤其是在NC切割过程中。传统和单一的方法工作状态监控无法完全满足。在本文中，一种具有模糊逻辑的人工神经网络，组成信号处理等技术，并提出了一种综合识别与诊断的方法用复合模糊推理神经网络模型对工作条件进行了测试和取得了良好的效果，因此可以合理地预期在线监测和诊断的稳定性和可靠性实现。

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《Journal of Xiamen University(natural science)》||p.1-5|共5页
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LIN Bin; ZHU Meng-zhou; YU Si-yuan; LIN Meng-xia;
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正文语种
中图分类机械制造工艺;
关键词
artificial neural network; synthesis identification; fuzzy inference; on-line monitoring; acoustics-vibra signal;

机译：人工神经网络;综合识别;模糊推理;在线监测;声学振动信号;

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专利

1. Study of synthesis identification in the cutting process with a fuzzy neural network [J] . B. Lin, M.Z. Zhu, S.Y. Yu Journal of Materials Processing Technology . 2002,第1a3期

机译：基于模糊神经网络的切削过程综合识别研究
2. Study of synthesis identification in the cutting process with a fuzzy neural network [J] . B. Lin, M. Z. Zhu, S. Y. Yu, Journal of Materials Processing Technology . 2002,第1a3期

机译：基于模糊神经网络的切削过程综合识别研究
3. Identification on rock and soil parameters for vibro-cutting rock by disc cutter based on fuzzy radial basis function neural network [J] . Qiang Chen, Jianke Lang MATEC Web of Conferences . 2018,第3期

机译：基于模糊径向基函数神经网络的圆盘切割机振动岩土参数识别。
4. Study of synthesis identification in cutting process with fuzzy neural network [C] . . 2002

机译：基于模糊神经网络的切削过程综合识别研究
5. A new supervisory control system for cutting force in milling operations using neural networks and fuzzy logic. [D] . Luo, Tao. 1998

机译：使用神经网络和模糊逻辑的新型铣削加工监控系统。
6. A General Fuzzy Cerebellar Model Neural Network Multidimensional Classifier Using Intuitionistic Fuzzy Sets for Medical Identification [O] . Jing Zhao, Lo-Yi Lin, Chih-Min Lin 2016

机译：基于直觉模糊集的通用模糊小脑模型神经网络多维分类器
7. Need for Data Processing Naturally Leads to Fuzzy Logic (and Neural Networks): Fuzzy Beyond Experts and Beyond Probabilities [O] . Vladik Kreinovich, Hung T. Nguyen, Songsak Sriboonchitta 2016

机译：对数据处理的需求自然导致模糊逻辑（和神经网络）：模糊超越专家和超越概率
8. Fuzzy logic -- artificial neural networks integration for transient identification [R] . Ikonomopoulos, A, Tsoukalas, L H, Uhrig, R E 1991

机译：模糊逻辑 - 人工神经网络集成的暂态识别

Study of synthesis identification in cutting process with fuzzy neural network

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