期刊:Applied Mechanics and Materials [Trans Tech Publications, Ltd.] 日期:2011-11-01卷期号:141: 168-173被引量:15
标识
DOI:10.4028/www.scientific.net/amm.141.168
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 are 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.