Application of Autoregressive Distributed Lag (ADL) Model to Thermal Error Modeling on NC Machine Tools

摘要：

Thermal error modeling method is an important field of thermal error compensation on NC machine tools, it is also a key for improving the machining accuracy of machine tools. The accuracy of the model directly affects the quality of thermal error compensation. On the basis of multiple linear regression (MLR) model, this paper proposes an autoregressive distributed lag (ADL) model of thermal error and establishes an accurate ADL model by stepwise regression analysis. The ADL model of thermal error is established with measured data, it proved the ADL model is available and has a high accuracy on predicting thermal error by comparing with MLR models.

关键词： NC thermal errors MLR ADL

作者: MIAO Enming WANG Xin FEI Yetai YAN Yan

作者单位: Chool of Instrument Science and Optoelectronics Engineering, Hefei University of Technology, Hefei A Chool of Instrument Science and Optoelectronics Engineering, Hefei University of Technology, Hefei A

会议类型: 国际会议

会议名称: The 3th International Conference on Precision Instrumentation and Measurement 2011(CPIM2011)(第三届精密仪器与测量国际学术会议)

会议地点: 湘潭

会议语种:英文

页码: 9-14

在线出版日期: 2011-07-19（万方平台首次上网日期，不代表论文的发表时间）