Influence of changes in surface layer properties on tire/pavement noise

被引:7
作者
Li, Mingliang [1 ]
van Keulen, Wim [2 ]
Ceylan, Halil [3 ]
van de Ven, Martin [1 ]
Molenaar, Andre [1 ]
机构
[1] Delft Univ Technol, NL-2600 GA Delft, Netherlands
[2] VANKEULEN Advies Bv, NL-5251 WV Vlijmen, Netherlands
[3] Iowa State Univ, Dept Civil Construct & Environm Engn, Ames, IA 50011 USA
关键词
PARTIAL LEAST-SQUARES; REGRESSION;
D O I
10.3397/1/3761036
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper investigates changes in tire/pavement noise caused by variations in the road surface characteristics. This research is based on the analysis of noise and surface characteristics collected from sections with 25 mm thickness thin layer surfacings in the Netherlands. Investigations are first performed on the measured noise levels in 1/3rd octave bands, texture levels and the sound-absorption curves. The one-way analysis of variance is employed to test the changes of noise caused by variations of the pavement surface characteristics. It is found that the significant differences in the noise levels between road surfaces mainly appear at frequencies higher than 1000 Hz, and they are considered to be related to surface layer properties. Multivariate linear regression analysis is performed for describing the relationship between the noise level changes and the variations of surface characteristics. By using the partial least square (PLS) regression, the combined effect of texture and sound absorption coefficients on different spectral bands is displayed. From the regression results, it can be inferred that the sound absorption variations at 1000 and 1250 Hz are important factors influencing noise reduction of thin layer surfacings. The founding provides information for designing the noise reducing thin layer surfacings. (C) 2013 Institute of Noise Control Engineering.
引用
收藏
页码:417 / 424
页数:8
相关论文
共 18 条
[1]  
[Anonymous], 2002, 134731 ISO
[2]  
[Anonymous], 2000, ISOCD118192
[3]  
[Anonymous], 2002, 134721 ISO
[4]  
Belsey D.A., 1980, Regression Diagnostics Identifying Influential Data and Sources of Collinearity
[5]  
COWI, 2006, NOIS CLASS ROAD PAV
[6]   SIMPLS - AN ALTERNATIVE APPROACH TO PARTIAL LEAST-SQUARES REGRESSION [J].
DEJONG, S .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1993, 18 (03) :251-263
[7]  
Hamet J. F., 2004, SILVIAINRETS01300WP2
[8]  
Hamet J.F., 2004, 0423 INRETS LAB TRAN
[9]  
Kuijpers A., 2007, DWW06047 M P
[10]  
Li M., 2009, INTERNOISE09