Parametric Modeling of Geometric Errors for CNC Machine Tools Based on Chebyshev Polynomial

Jianfeng Lin, Yanqiang Zhang, Xuxu Zhang, Weiwei Li, Weiqing Lin
{"title":"Parametric Modeling of Geometric Errors for CNC Machine Tools Based on Chebyshev Polynomial","authors":"Jianfeng Lin, Yanqiang Zhang, Xuxu Zhang, Weiwei Li, Weiqing Lin","doi":"10.1109/IAEAC.2018.8577223","DOIUrl":null,"url":null,"abstract":"In order to establish the mathematical model of rotary axes geometric error of machine tool quickly and accurately, a parameterized modeling method based on Chebyshev polynomial is proposed in this paper. First, the rotation angle of the rotation axis of the machine tool is converted into a Chebyshev variable, and then the Chebyshev variable is substituted into Chebyshev polynomials of different orders. Second, The corresponding coefficients are obtained by multiple linear regression based on Chebyshev basis function values and Chebyshev variables. Finally, the transformation relationship between the rotation angle of the rotation axis and the Chebyshev variable is substituted into the mathematical model of the basic geometric error term. Compared to other methods, the modeling process is simple and easy to program. This paper takes the two rotary axes of VMC65m as an example to obtain the geometric error distribution of the working space of the machine tool, which provides a theoretical basis for the design and error compensation of the machine tool.","PeriodicalId":6573,"journal":{"name":"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"5 1","pages":"2293-2297"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAEAC.2018.8577223","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In order to establish the mathematical model of rotary axes geometric error of machine tool quickly and accurately, a parameterized modeling method based on Chebyshev polynomial is proposed in this paper. First, the rotation angle of the rotation axis of the machine tool is converted into a Chebyshev variable, and then the Chebyshev variable is substituted into Chebyshev polynomials of different orders. Second, The corresponding coefficients are obtained by multiple linear regression based on Chebyshev basis function values and Chebyshev variables. Finally, the transformation relationship between the rotation angle of the rotation axis and the Chebyshev variable is substituted into the mathematical model of the basic geometric error term. Compared to other methods, the modeling process is simple and easy to program. This paper takes the two rotary axes of VMC65m as an example to obtain the geometric error distribution of the working space of the machine tool, which provides a theoretical basis for the design and error compensation of the machine tool.
基于切比雪夫多项式的数控机床几何误差参数化建模
为了快速准确地建立机床旋转轴几何误差的数学模型,提出了一种基于切比雪夫多项式的参数化建模方法。首先将机床旋转轴的旋转角度转换为切比雪夫变量,然后将切比雪夫变量代入不同阶次的切比雪夫多项式。其次,根据Chebyshev基函数值和Chebyshev变量,通过多元线性回归得到相应的系数。最后,将旋转轴转角与切比雪夫变量之间的变换关系代入基本几何误差项的数学模型中。与其他方法相比,建模过程简单,易于编程。本文以VMC65m的两个转轴为例,得到机床工作空间的几何误差分布,为机床的设计和误差补偿提供理论依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信