Thermal Error Modeling Of Machine Tools Based on M-RAN

被引:0
作者
Han, Jian [1 ]
Wang, Liping [1 ]
Cheng, Ningbo [1 ]
Wang, Xu [1 ]
机构
[1] Tsinghua Univ, Dept Precis Instruments & Mechanol, Beijing 100084, Peoples R China
来源
FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6 | 2012年 / 121-126卷
关键词
Minimal-Resource Allocating Networks; Thermal errors; Machine tool; ACCURACY ENHANCEMENT; COMPENSATION;
D O I
10.4028/www.scientific.net/AMM.121-126.529
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Thermal error in machine tools is one of the most significant causes of machining errors. This paper presents a new modeling method for machine tool error. Minimal-resource allocating net-works (M-RAN) are used to establish the relationships between the temperature variables and thermal errors. Pt-100 thermal resistances and eddy current sensors are used to measure the temperature variables and the thermal errors respectively. A machining center is used to experiment. The test results show that method with minimal-resource allocating networks can predict the thermal errors of the machine accurately.
引用
收藏
页码:529 / 533
页数:5
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