三维高斯粗糙表面数字化模拟方法

炊明伟, 李培林, 冯有前, 王崴, 马军林

表面技术 ›› 2013, Vol. 42 ›› Issue (2) : 63-65,83.

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PDF(3662 KB)
表面技术 ›› 2013, Vol. 42 ›› Issue (2) : 63-65,83.
应用技术

三维高斯粗糙表面数字化模拟方法

  • 炊明伟1, 李培林1, 王崴1, 马军林1, 冯有前2
作者信息 +

Numerical Simulation Method of 3 D Gaussian Rough Surface

  • CHUI Ming-wei1, LI Pei-lin1, WANG Wei1, MA Jun-lin1, FENG You-qian2
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摘要

粗糙表面的数字模拟是工件接触性能研究的前提与基础。 针对现有粗糙表面模拟方法的不足,提出一种新的三维高斯粗糙表面数字化模拟方法。 根据设定的自相关函数矩阵构造求解转换矩阵的非线性方程组,采用改进的非线性共轭梯度法进行求解,根据得到的转换矩阵对随机矩阵进行变换,得到三维高斯粗糙表面的高度分布。 最后利用提出的方法模拟了各向同性、异性两种高斯粗糙表面,通过对比分析模拟粗糙表面自相关函数,验证了该方法的有效性。

Abstract

The numerical simulation of rough surfaces is research precondition and basis of contact capacity of engineering assemblies. Aim at the shortcoming in the simulation of rough surfaces, a new numerical simulation method of 3 D gaussian rough surface was proposed. Based on the given autocorrelation function ( ACF) , the non-linear equations were constructed for computing transformation matrix, the transformation matrix was acquired by solving the equations with the improved non-linear conjugate gradient method; The height distribution matrix of rough surface was acquired by transforming random matrix based on the transformation matrix. At last, the anisotropic and isotropic 3 D Gaussian rough surfaces were simulated by the proposed method, and the proposed method was validated by the contrast result of autocorrelation function curves.

关键词

粗糙表面; 数字模拟; 自相关函数; 非线性共轭梯度法

Key words

rough surface; numerical simulation; autocorrelation function; non-linear conjugate gradient method

引用本文

导出引用
炊明伟, 李培林, 冯有前, 王崴, 马军林. 三维高斯粗糙表面数字化模拟方法[J]. 表面技术. 2013, 42(2): 63-65,83
CHUI Ming-wei, LI Pei-lin, FENG You-qian, WANG Wei, MA Jun-lin. Numerical Simulation Method of 3 D Gaussian Rough Surface[J]. Surface Technology. 2013, 42(2): 63-65,83

基金

国家自然科学基金资助项目(51075395)

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