Parameter analysis and modelling of grinding special-shaped granite by diamond tools based on a robot stone machining system
发布时间：2025-07-07
点击次数：
- 发表刊物：
- International Journal of Abrasive Technology
- 关键字：
- special-shaped granite; robot machining; processing parameters; artificial neural networks; ANNs
- 摘要：
- The processing parameters of special-shaped granite processing by robots are still determined artificially and the machining efficiency and quality are limited. To address this challenge, in this paper, the grinding process was divided into rough machining and finish machining with different diamond tools and parameters. The relationships among processing parameters, forces and errors of the cutting depth in rough machining and the relationships among processing parameters, contour errors and surface roughness in finish machining were investigated. Based on the experiments, the artificial neural networks of the two processes were conducted separately, having high precision with errors less than 9% and 6%, which can be used to direct the selection of the parameters. This research can be applied directly during production to improve the processing efficiency and quality.
- 论文类型：
- 期刊论文
- 卷号：
- 10
- 期号：
- 1
- 页面范围：
- 62-82
- 是否译文：
- 否
- 发表时间：
- 2020-09-16
- 收录刊物：
- EI
- 第一作者：
- 王晶
- 合写作者：
- 黄吉祥,徐西鹏,崔长彩
- 通讯作者：
- 黄身桂