Feature extraction of AC square wave.SAW arc characteristics using improved Hilbert-Huang transformation and energy entropy

被引：20
|
作者：
He, Kuanfang [1 ]
Zhang, Zhuojie [1 ]
Xiao, Siwen [1 ]
Li, Xuejun [1 ]
机构：
[1] Hunan Univ Sci & Technol, Hunan Prov Key Lab Hlth Maintenance Mech Equipmen, Xiantan 411201, Peoples R China
来源：
MEASUREMENT | 2013年 / 46卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Alternating current square wave submerged arc welding; Arc current; Improved Hilbert-Huang transform; Energy entropy; QUALITY;
D O I：
10.1016/j.measurement.2012.12.010
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In order to extract the arc feature information related to welding quality in alternating current square wave submerged arc welding (AC Square Wave SAW), an improved Hilbert-Huang transform (HHT) is put forward to investigate the time frequency distribution of arc current, and the energy entropy is employed to quantitatively judge the arc characteristics. The empirical mode decomposition (EMD) is used to decompose the collected current signal into a number of Intrinsic Mode Functions (IMFs). The method for removing the high frequency and undesirable low-frequency IMFs is proposed by using the correlation coefficient of the IMF and the original signal as criterion, and the valid IMFs are selected for the Hilbert transform and energy entropy calculation. The improved HHT combining with energy entropy can quantitatively describe the time frequency energy distribution characteristics of the arc current signal at different duty cycle, frequency and welding speed. Experimental results are provided to confirm the effectiveness of this approach to extract the arc physical information related to welding quality. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码：1385 / 1392
页数：8
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