Continuous wavelet analysis of pavement profiles

被引:18
|
作者
Alhasan, Ahmad [1 ]
White, David J. [1 ]
De Brabanterb, Kris [2 ]
机构
[1] Iowa State Univ Sci & Technol, Dept Civil Construct & Environm Engn, 422 Town Engn Bldg, Ames, IA 50011 USA
[2] Iowa State Univ Sci & Technol, Dept Comp Sci, Dept Stat, 2419 Snedecor Hall, Ames, IA 50011 USA
关键词
Pavements; Surface roughness; Wavelet; Fourier analysis; Vibration; Dynamic analysis; Mathematical models; Data analysis; SYSTEM;
D O I
10.1016/j.autcon.2015.12.013
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Pavement roughness can be quantified by analyzing the response of vehicle suspensions to road geometry or by analyzing basic geometric measurements (e.g., crack width and depth). These analyses can be either summative or pointwise. In recent studies, wavelet transform has been used to quantify road roughness by correlating the energies of wavebands to summative IRI values rather than identifying localized features and their effect on vehicle suspension response (SR) using quarter-car (QC) simulations. Because pointwise SR analysis can identify localized features, the objective of this study is to investigate the applicability and advantages of analyzing asphaltic and Portland cement pavements with QC simulation and continuous wavelet transform (CWT). This approach provides spatial assessment of roughness as a function of both frequency band and position and allows statistical comparisons of SR at different frequency bands. An advantage of this method is analyzing relatively short segments which can support near real-time assessment (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:134 / 143
页数:10
相关论文
共 50 条
  • [1] Wavelet-based multiresolution analysis of pavement profiles as a diagnostic tool
    Shokouhi, Parisa
    Gucunski, Nenad
    Maher, Ali
    Zaghloul, Sameh M.
    PAVEMENT MANAGEMENT; MONITORING, EVALUATION, AND DATA STORAGE; AND ACCELERATED TESTING 2005, 2005, (1940): : 79 - 88
  • [2] An application of continuous wavelet transform and wavelet coherence for residential power consumer load profiles analysis
    Kapler, Piotr
    BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2021, 69 (01)
  • [3] Wavelet Filter Design for Pavement Roughness Analysis
    Alhasan, Ahmad
    White, David J.
    De Brabanter, Kris
    COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2016, 31 (12) : 907 - 920
  • [4] Automation of pavement surface crack detection using the continuous wavelet transform
    Subirats, Peggy
    Dumoulin, Jean
    Legeay, Vincent
    Barba, Dominique
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 3037 - +
  • [5] CONTINUOUS WAVELET TRANSFORM AND CONTINUOUS MULTISCALE ANALYSIS
    STARK, HG
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1992, 169 (01) : 179 - 196
  • [6] Introduction to continuous wavelet analysis
    Holschneider, M
    WAVELETS IN THE GEOSCIENCES, 2000, 90 : 1 - 71
  • [7] Wavelet based macrotexture analysis for pavement friction prediction
    Guangwei Yang
    Qiang Joshua Li
    You Jason Zhan
    Kelvin C. P. Wang
    Chaohui Wang
    KSCE Journal of Civil Engineering, 2018, 22 : 117 - 124
  • [8] Study of Pavement Identification Approach Based on Wavelet Analysis
    Sun, Renyun
    Shan, Yumei
    Wang, Bo
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 3632 - 3639
  • [9] Wavelet based macrotexture analysis for pavement friction prediction
    Yang, Guangwei
    Li, Qiang Joshua
    Zhan, You Jason
    Wang, Kelvin C. P.
    Wang, Chaohui
    KSCE JOURNAL OF CIVIL ENGINEERING, 2018, 22 (01) : 117 - 124
  • [10] Pavement curling and warping analysis using wavelet techniques
    Yang, Shuo
    Alhasan, Ahmad
    Zhang, Yang
    Ceylan, Halil
    Kim, Sunghwan
    INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, 2021, 22 (14) : 1833 - 1848