Abnormal Noise Diagnosis of Internal Combustion Engine Using Wavelet Spatial Correlation Filter and Symmetrized Dot Pattern

被引:12
作者
Cheng, Yang [1 ]
Tao, Feng [1 ]
机构
[1] Chongqing Univ, Coll Mech Engn, Chongqing 630044, Peoples R China
来源
FUNCTIONAL MANUFACTURING AND MECHANICAL DYNAMICS II | 2012年 / 141卷
关键词
wavelet spatial correlation filter; symmetrized dot pattern; internal combustion engine; abnormal sound diagnosis;
D O I
10.4028/www.scientific.net/AMM.141.168
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to identify engine status correctly, a novel method of abnormal noise diagnosis of internal combustion engine based on the wavelet spatial correlation filter (WSCF) and symmetrized dot pattern (SDP) is proposed. Firstly, the gathered acoustic signals arc processed by wavelet spatial correlation filter in order to improve the SNR (signal-to-noise ratio); then, the filtered signals are transformed into spatial polar coordinates through SDP method. The experimental results demonstrate that the proposed methods are good classifiers and it can diagnose abnormal sound of engine accurately.
引用
收藏
页码:168 / 173
页数:6
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