Materials Science & Technology

FULLTEXT SEARCH
NEW: Advanced Search

Adaptive Compensation of Spatial Contour Error Based on Neural Networks in Three-Axis Machining

Journal Key Engineering Materials (Volumes 392 - 394)
Volume 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
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.

Full Paper PDF Get the full paper by clicking here

First page example

Preview of first page