超精密加工表面的多参数化表面纹理表征

IF 2 3区 材料科学 Q2 ENGINEERING, MECHANICAL Surface Topography: Metrology and Properties Pub Date : 2024-09-03 DOI:10.1088/2051-672x/ad6f30
Pan Guo, Zhiwen Xiong, Zengwen Dong, Shaojian Zhang, Samanta Piano, Mingyu Liu
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引用次数: 0

摘要

在表面计量学中,表面纹理测量的多参数化特征不仅有利于表面质量评估,也有利于制造过程检测。为了弥补超精密加工表面的这一差距,首先采用白光干涉仪测量正交超精密加工实验产生的表面纹理。然后,利用零阶高斯回归滤波器对有限的尺度带宽进行表面纹理过滤。然后,根据 ISO 25178-2 标准,基于 75 个 S-L 表面计算出 21 个表面纹理参数。最后,利用 95%-99% 规则研究了表面测量的离群值效应,并提出了斯皮尔曼相关系数矩阵来确定它们之间的统计相关性。结果表明,大部分高度参数(Sp、Sv、Sz、Ssk 和 Sku)、几个功能和相关参数(Vmp、Vvv、Spk 和 Svk)以及空间参数(Str)和混合参数(Sdr)对离群值效应具有很强的敏感性。高度参数(Sa、Sq、Sp、Sv 和 Sz)、函数和相关参数(Vmp、Vmc、Vvv、Vvc、Spk、Svk 和 Sk)以及空间参数(Sdq 和 Sdr)显示出较强的相关性,而杂项参数 Std 与其他参数的相关性较弱。这项研究为超精密加工表面提供了系统的多参数化表面纹理表征方法,促进了纳米技术和纳米计量学的发展。
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Multi-parameterised surface texture characterisation for ultra-precision machined surfaces
In surface metrology, the multi-parameterised characterisation of surface texture measurement is beneficial not only for surface quality evaluation but also for manufacturing process inspection. To bridge this gap for ultra-precision machined surfaces, a white light interferometer was firstly employed for measuring surface texture generated by orthogonal ultra-precision machining experiments. Next, surface texture was filtered by the zero-order Gaussian regression filter to the limited scale bandwidth. Then, twenty-one surface texture parameters were calculated based on seventy-five S-L surfaces according to the ISO 25178-2. Finally, the outlier effect of surface measurement was investigated by the 95%–99% rule and the Spearman correlation coefficient matrix was proposed to determine their statistical correlation. The results revealed that most of the height parameters (Sp, Sv, Sz, Ssk, and Sku), several function and related parameters (Vmp, Vvv, Spk, and Svk), and the spatial parameter (Str) and hybrid parameter (Sdr) presented a strong sensitivity to the outlier effect. The height parameters (Sa, Sq, Sp, Sv, and Sz), the function and related parameters (Vmp, Vmc, Vvv, Vvc, Spk, Svk, and Sk), and the spatial parameters (Sdq and Sdr) showed a strong correlation to each other, while the miscellaneous parameter Std had a weak correlation to the other parameters. This study provides a systematic multi-parameterised surface texture characterisation for ultra-precision machined surfaces to promote the advancement of nanotechnology and nanometrology.
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来源期刊
Surface Topography: Metrology and Properties
Surface Topography: Metrology and Properties Materials Science-Materials Chemistry
CiteScore
4.10
自引率
22.20%
发文量
183
期刊介绍: An international forum for academics, industrialists and engineers to publish the latest research in surface topography measurement and characterisation, instrumentation development and the properties of surfaces.
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