| 基于RBF神经网络的机械加工误差质量模型 |
| |
| 引用本文： | 何涛,龚立雄,钟飞. 基于RBF神经网络的机械加工误差质量模型[J]. 湖北工业大学学报, 2007, 22(1): 57-59 |
| |
| 作者姓名： | 何涛 龚立雄 钟飞 |
| |
| 作者单位： | 湖北工业大学机械工程学院,湖北,武汉,430068;湖北工业大学机械工程学院,湖北,武汉,430068;湖北工业大学机械工程学院,湖北,武汉,430068 |
| |
| 基金项目： | 湖北省现代制造质量工程重点实验室开放基金(LMQ2005A02) |
| |
| 摘 要： | 针对机械加工过程中产生误差的复杂性,用传统的数学建模方法难以实现加工误差和工艺参数、系统刚度和加工过程变量之间的关系模型.采用RBF神经网络建立加工误差的质量模型,并通过实验仿真,取得了较好的仿真效果.证明了RBF网络模型具有很强的逼近能力,可用于各种质量建模,达到减少加工误差、指导生产的目的.
|
| 关 键 词： | 径向基函数 神经网络 MATLAB 加工误差 |
| 文章编号： | 1003-4684（2007）01-0057-03 |
| 收稿时间： | 2006-10-30 |
| 修稿时间： | 2006-10-30 |
The Quality Model of Mechanic Processing Error Based on RBF Network |
| |
| HE Tao,GONG Li-xiong,ZHONG Fei. The Quality Model of Mechanic Processing Error Based on RBF Network[J]. Journal of Hubei University of Technology, 2007, 22(1): 57-59 |
| |
| Authors: | HE Tao GONG Li-xiong ZHONG Fei |
| |
| Affiliation: | School of Mechanical Engin. , Hubei Univ. of Technology, Wuhan 430068, China |
| |
| Abstract: | It is complicated and impossible to construct relational model of the processing error and the craft parameter,the system rigidity and the process variable by using conventionally mathematics methods.This article establishes the quality model of Mechanic Processing Error by using the RBF network,and has obtained the better simulation effect.It is proved the RBF network model has a very strongly approximate ability,which can be applied to all kinds of quality modeling,which can achieve the goal of reducing processing error and instructing production. |
| |
| Keywords: | RBF neural network MATLAB processing error |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
