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兵工学报 ›› 2020, Vol. 41 ›› Issue (12): 2389-2396.doi: 10.3969/j.issn.1000-1093.2020.12.003

• 论文 • 上一篇    下一篇

二维路面不平度的分形构造方法

张宝振, 王汉平, 张哲, 程梦文   

  1. (北京理工大学 宇航学院, 北京 100081)
  • 上线日期:2021-01-29
  • 通讯作者: 王汉平(1971—),男,副教授,硕士生导师 E-mail:whp161@bit.edu.cn
  • 作者简介:张宝振(1994—),男,硕士研究生。E-mail: bitzhangbz@163.com
  • 基金资助:
    国家重点研发计划项目(2018YFF0300804)

Fractal Construction Method of 2D Road Roughness

ZHANG Baozhen, WANG Hanping, ZHANG Zhe, CHENG Mengwen   

  1. (School of Aerospace Engineering, Beijing Institute of Technology, Beijing 100081, China)
  • Online:2021-01-29

摘要: 精确的路面不平度模型是车辆动态性能仿真研究的关键。根据Weierstrass-Mandelbrot(W-M)分形函数,按照功率谱及相干函数的定义,推导出左右轮分形模型组分中相位角的解析相干关系;结合W-M分形函数以及不同轮辙路面谱阵的Cholesky分解,分别构造考虑相位角相干性以及基于轮辙路面谱阵Cholesky分解的二维路面分形模拟模型。理论研究发现,当分形尺度参数γ→1时,根据W-M分形函数推导出的路面分形模拟法等价于谐波叠加法,且基于轮辙路面谱阵Cholesky分解的分形模型更具普遍意义,考虑相位角相干性的分形模型只是其一种特例。仿真结果表明,当γ→1时,所构造两个模型的轮辙自功率谱及左右轮相干函数均与对应参考标准吻合较好,验证了两个模型的精度和可信性。

关键词: 路面不平度, 分形, 功率谱密度, 相位角, 相干函数, Cholesky分解

Abstract: Accurate road roughness model is the key to the simulation research on vehicle dynamic performance. Based on the Weierstrass-Mandelbrot(W-M) function and the definitions of power spectral density(PSD) and coherence function,the analytic coherence relation of the phase angles in the components of fractal model for the left and right wheels is derived. The 2D road roughness fractal models which considers on the phase angle coherence and the Cholesky decomposition of PSD matrix of road roughness are established, respectively,by combining with W-M fractal function and the Cholesky decomposition of PSD matrix of road roughness with different wheelmarks.Theoretical research shows that the road simulation method based on W-M fractal function is equivalent to the harmonic superposition method for γ→1.The fractal model based on the Cholesky decomposition of PSD matrix of road roughness is a universal model,and the fractal model based on the coherence of phase angle is a special case of the above model. Simulated results show that the auto-PSDs of the two models are in good agreement with the corresponding reference PSD,and the accuracy and credibility of the two models are verified consequently for γ→1.

Key words: roadroughness, fractal, powerspectraldensity, phaseangle, coherencefunction, Choleskydecomposition

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