DocumentCode
389315
Title
Self-learning error compensation in CNC grinding
Author
Tian, Xin-Cheng ; Peng, Bo ; Xu, Qing
Author_Institution
Sch.of Control Sci. & Eng, Shandong Univ., Jinan, China
Volume
2
fYear
2002
fDate
2002
Firstpage
1044
Abstract
In this paper, a new intelligent self-learning error compensation algorithm for CNC grinding of ceramic chips is introduced. In the process of ceramic chip computer numeric control (CNC) grinding, the dimension of the chip tends to get larger and the dimensional error to exceed the tolerance as the number of the machined chips accumulates. There are many factors leading to the occurrence of the error and the law of error variation is very complicated. With an introduced the intelligent self-learning error compensation technique, the CNC system can improve the control strategy to compensate the error automatically. The simulation result shows the effectiveness of this algorithm.
Keywords
computerised numerical control; error compensation; grinding; inference mechanisms; intelligent control; unsupervised learning; CNC machining; ceramic chip; error compensation; error variation; grinding; intelligent control; reasoning; self-learning; Automatic control; Ceramics; Computer errors; Computer numerical control; Error compensation; Error correction; Intelligent control; Machine intelligence; Machining; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN
0-7803-7508-4
Type
conf
DOI
10.1109/ICMLC.2002.1174542
Filename
1174542
Link To Document