| 加工过程的神经网络自适应控制 |
| |
| 引用本文： | 鄢春艳,邓学雄,李伟光,赖兴余. 加工过程的神经网络自适应控制[J]. 江西农业大学学报, 2005, 27(6): 916-919 |
| |
| 作者姓名： | 鄢春艳 邓学雄 李伟光 赖兴余 |
| |
| 作者单位： | 广东省科技干部学院,机电工程系,广东,广州,510640;华南理工大学,机械工程学院,广东,广州,510640 |
| |
| 基金项目： | 国家自然科学基金资助项目（50305005）,广东省自然科学基金资助项目（020917） |
| |
| 摘 要： | 研究了加工过程智能控制的神经网络方法，分析了加工过程模型、神经网络建模和神经网络自适应控制。提出了用双网结构的控制策略对加工过程进行控制，NNI网络实现加工过程的系统辨识，进行在线建模；NNC网络根据系统的当前状态实现切削参数的自适应调整来优化加工过程，提高加工效率。仿真试验结果表明这种控制策略的可行性和有效性。
|
| 关 键 词： | 加工过程 神经网络 在线辨识 自适应控制 |
| 文章编号： | 1000-2286（2005）06-0916-04 |
| 收稿时间： | 2005-05-23 |
| 修稿时间： | 2005-05-23 |
Adaptive Control of Machining Process Based on Neural Network |
| |
| YAN Chun-yan,DENG Xue-xiong,LI Wei-guang,LAI Xing-yu. Adaptive Control of Machining Process Based on Neural Network[J]. Acta Agriculturae Universitis Jiangxiensis, 2005, 27(6): 916-919 |
| |
| Authors: | YAN Chun-yan DENG Xue-xiong LI Wei-guang LAI Xing-yu |
| |
| Affiliation: | 1. Department of Mechatronic Engineering, Guangdong Institute of Science and Technology, Guangzhou 510640, China;2. College of Mechanical Engineering, South China University of Technology, Guangzhou 510640, China |
| |
| Abstract: | The intelligent control of the machining process using neural network method is studied and the machining process model,neural network modeling and adaptive control based on neural network are analyzed in this paper.The control strategy of machining process using two neural networks is presented.The neural network identifier(NNI) is used to implement system identification and to model the cutting process on-line.The neural network controller(NNC) is used to adjust adaptively cutting parameters to get optimal machining process according to current state of the system.The simulation test results show that the proposed control strategy is both feasible and efficient. |
| |
| Keywords: | machining process neural network on - line identification adaptive control |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
