Thermal error modelling of NC machine tools based on impulse response model

Zhang Chengxin, Gao Feng, Yan Li, Gao Yongwei, Zhao Bohan
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引用次数: 4

Abstract

High accuracy of machine tool is the assurance of top-quality products in machining processes. Among the various errors related to machine tools, thermal errors have a significant effect on machining accuracy and directly determine the machined quality of the finished part with both the surface finish and the geometric shape. So, if we establish thermal error model accurately, the affection of thermal error would be eliminated through compensation. How to get the key temperature measuring points and robustness of the model is the main problem of thermal error modelling using traditional methods. Accordingly, the paper presents a novel method for searching key thermal point by means of infrared imaging system and modelling by system identification based on least square principle. The experiments of thermal error compensation have been conducted on a rotary table of five-axis Milling Center. The results show that the key points are selected simply and effectively and the compensation model has good adaptability, thus its prediction is accurate.
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基于脉冲响应模型的数控机床热误差建模
机床的高精度是加工过程中高质量产品的保证。在与机床相关的各种误差中,热误差对加工精度影响较大,直接决定着被加工零件的表面光洁度和几何形状的加工质量。因此,如果准确地建立热误差模型,就可以通过补偿消除热误差的影响。如何获得关键的温度测点和模型的鲁棒性是传统热误差建模方法的主要问题。据此,本文提出了一种利用红外成像系统进行关键热点搜索和基于最小二乘原理的系统辨识建模的新方法。在五轴铣削中心转台上进行了热误差补偿实验。结果表明,该补偿模型选择简单有效,具有较好的自适应性,预测准确。
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