中国机械工程2013，Vol.24Issue(15)：2088-2093,6.DOI:10.3969/j.issn.1004-132X.2013.15.019
数控机床热误差补偿高次多阶ADL模型应用分析
Application of High Order and Multi-level Autoregressive Distributed Lag Model to Thermal Error Compensation of Machine Tools
摘要
Abstract
Based on the synthesis of the fuzzy clustering and gray relational theory,the temperature sensors for monitoring CNC machine tools were optimized.According to the commonly used multiple regression model,this paper used ADL model to model the thermal error of CNC machine tools.On the basis of better accuracy,we expanded the ADL model and proposed a new high order and multi-level ADL modeling technique,also,analysed its modeling method and accuracy.It shows that the high order and multi-level ADL model has better accuracy in the thermal error compensation of CNC machine tools by the examples presented herein.关键词
热误差/多元回归模型/自回归分布滞后模型/高次多阶自回归分布滞后模型Key words
thermal error/multiple regression model/autoregressive distributed lag(ADL) model/high order and multi-level autoregressive distributed lag model分类
机械制造引用本文复制引用
苗恩铭,成天驹,牛鹏程,龚亚运..数控机床热误差补偿高次多阶ADL模型应用分析[J].中国机械工程,2013,24(15):2088-2093,6.基金项目
国家自然科学基金资助项目(51175142) （51175142）
国家科技重大专项(2009ZX04014-023-02) （2009ZX04014-023-02）
国家重点实验室开放课题(2010006) （2010006）
