Paper Title:
Adaptive Compensation of Spatial Contour Error Based on Neural Networks in Three-Axis Machining
| Periodical | Key Engineering Materials (Volumes 392 - 394) |
|---|---|
| Main Theme | Manufacturing Automation Technology |
| Edited by | Guanglin Wang, Huifeng Wang and Jun Liu |
| Pages | 7-12 |
| DOI | 10.4028/www.scientific.net/KEM.392-394.7 |
| Citation | F.Y. Peng et al., 2008, Key Engineering Materials, 392-394, 7 |
| Online since | October, 2008 |
| Authors | F.Y. Peng, K.S. Sun, Y. Zhou, Bin Li |
| Keywords | Adaptive Control, Cross Coupled Control, Neural Network (NN), Spatial Contour Error |
| Price | US$ 28,- |
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Abstract
The spatial contour error which exists in multi-axis machine tools is believed relative with the track-lag error existing in the single axis, the set value of feed-rate and the curvature of the contour. A spatial error model is taken for presenting a vector method to calculate the contour error in three-axis machine tool and an adaptive cross coupled controller which is based on neural network is presented. The simulation results of cross coupled control in three-axis, indicate that the contour precision can be improved effectively which exists in the machine tool, and the errors influenced by the change of curvature and the set value of feed-rate can be obviously reduced.
