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Research on the application of multiplication dimension reduction method in global sensitivity analysis of CNC machine tools

机译:乘法尺寸减少方法在数控机床全局敏感性分析中的应用研究

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摘要

Three-axis computer numerical control (CNC) milling machines have a wide range of application in practical processing. The error transfer principle of machine tools is an important factor to improve the precision of machine tools. Based on multibody system theory and homogeneous transformation matrix theory, a geometrical error model of three-axis CNC milling machines is proposed in this paper. In addition, the global sensitivity analysis of machine tool errors was carried out to identify important errors. The analysis model has two layers of higher dimensional integration; hence, in the aim of solving this issue, a multiplication dimension reduction method was used in this paper. By this means, a one-dimensional integration model was obtained, and sensitivity analysis of machine tool geometric errors was realized. The present work provides a good theoretical basis for the optimization design and error compensation of machine tools.
机译:三轴计算机数控(CNC)铣床在实际加工方面具有广泛的应用。机床的错误传输原理是提高机床精度的重要因素。基于多体系系统理论和均匀变换矩阵理论,本文提出了一种基于三轴CNC铣床的几何误差模型。此外,对机床误差的全局敏感性分析进行了识别重要误差。分析模型具有两层较高的尺寸集成;因此,在解决该问题的目的,本文使用了乘法尺寸减少方法。通过这种方式,获得了一维积分模型,实现了机床几何误差的灵敏度分析。本工作为机床的优化设计和误差补偿提供了良好的理论依据。

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