Neural network based intelligent control for active stressed lap optical polishing process
文献类型：会议论文
| 作者 | Yang Li; Chen Minyou; Wana Yongjian; Wang Mingyu; Zhao Junhui; Fan Bin; Xie Kaigui |
| 出版日期 | 2009 |
| 会议名称 | Proceedings of SPIE |
| 会议日期 | 2009 |
| 卷号 | 7282 |
| 通讯作者 | Yang Li |
| 中文摘要 | A neural network based intelligent controller for an optical polishing machine with 60cm diameter active stressed lap has been developed. This paper briefly introduces the shape control strategy of the stressed-lap based optical polishing system. The dynamic change of the surface shape of the stressed lap during the operating process of polishing a large aspheric optical surface is investigated. The principle and structure of neural network based shape control system are discussed. The relationship between the stressed lap driven forces and surface shape is analyzed in detail. The original data from the micro displacement sensor matrix were used to train the neural network model. Simulation results show that the proposed control model can precisely produce the combined driven forces upon given surface shape of the stressed lap and improve the deformation precision. |
| 英文摘要 | A neural network based intelligent controller for an optical polishing machine with 60cm diameter active stressed lap has been developed. This paper briefly introduces the shape control strategy of the stressed-lap based optical polishing system. The dynamic change of the surface shape of the stressed lap during the operating process of polishing a large aspheric optical surface is investigated. The principle and structure of neural network based shape control system are discussed. The relationship between the stressed lap driven forces and surface shape is analyzed in detail. The original data from the micro displacement sensor matrix were used to train the neural network model. Simulation results show that the proposed control model can precisely produce the combined driven forces upon given surface shape of the stressed lap and improve the deformation precision. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.ioe.ac.cn/handle/181551/7560]  |
| 专题 | 光电技术研究所_先光中心 |
| 作者单位 | 中国科学院光电技术研究所 |
| 推荐引用方式 GB/T 7714 | Yang Li,Chen Minyou,Wana Yongjian,et al. Neural network based intelligent control for active stressed lap optical polishing process[C]. 见:Proceedings of SPIE. 2009. |
入库方式： OAI收割
来源：光电技术研究所
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