Research on Thermal Error Modeling of CNC Machine Tool

摘要：

Four key temperature points of a CNC machine tool were obtained in this paper, and a thermal error model based on the four key temperature points was proposed by using based back propagation neural network. A thermal error compensation system was developed based on the proposed model, and which has been applied to the CNC machine tool in daily production. The results show that the thermal error in workpiece diameter has been reduced from 33 m μ to 6 m μ.

关键词： CNC machine tool Thermal error modeling Error compensation Neural network

作者: Qianjian Guo Jianguo Yang

作者单位: Shandong Provincial Key Laboratory of Precision Manufacturing and Non-traditional Machining,Shandong School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200240, China

会议类型: 国际会议

会议名称: International Conference on Surface Finishing Technology & Surface Engineering(2010年中国国际光整加工技术学术会议 ICSFT 2010)

会议地点: 广州

会议语种:英文

页码: 170-173

在线出版日期: 2010-11-05（万方平台首次上网日期，不代表论文的发表时间）