| 基于BP神经网络的加工误差动态监测研究 |
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| 引用本文： | 王彩霞,李洪声.基于BP神经网络的加工误差动态监测研究[J].新技术新工艺,2013(12):66-68. |
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| 作者姓名： | 王彩霞 李洪声 |
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| 作者单位： | [1]西安航空学院机械学院,陕西西安710077 [2]西安工程技师学院数控中心,陕西西安710002 |
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| 摘 要： | 通过研究箱体零件上的孔在数控铣床上的加工过程，采用BP神经网络模型完成了其信息提取和分析，构建了加工误差分析的网络模型，建立了实时工况监测系统，为数控加工工艺过程中加工精度的实时分析研究奠定了基础。
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| 关 键 词： | 加工误差 神经网络 动态监测 |
Research on Dynamic Monitoring of Machining Error based on BP Neural Network |
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| WANG Caixia,LI Hongsheng.Research on Dynamic Monitoring of Machining Error based on BP Neural Network[J].New Technology & New Process,2013(12):66-68. |
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| Authors: | WANG Caixia LI Hongsheng |
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| Affiliation: | 1. Mechanical Engineering Department, Xi＇an Aeronautical University, Xi＇an 710077, China; 2. CNC Center,Xi＇an Gongchengjishi Xueyuan, Xi＇an 710002, China) |
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| Abstract: | Through the study of the hole on the box parts in NC milling machining process, the neural network model was used to finish the information extraction and analysis, and establish the network model analysis of the machining error and the real time condition monitoring system, which laid the foundation for the research of machining accuracy of real time analysis of NC machining process. |
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| Keywords: | machining error BP neural network dynamic monitoring |
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