Investigation of Skewness Feature for Evaluation of Defects Using Eddy Current Pulsed Thermography

被引:12
作者
Chen, Xiaotian [1 ]
Tian, Guiyun [1 ]
Ding, Song [2 ]
Wu, Jianbo [3 ]
机构
[1] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Nanjing Univ Technol, Sch Mfg Sci & Engn, Nanjing 211816, Peoples R China
[3] Sichuan Univ, Sch Mfg Sci & Engn, Chengdu 610065, Peoples R China
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
Skewness feature; 3D eddy current pulsed thermography; quantitative non-destructive evaluation; rolling contact fatigue; IMPACT DAMAGE DETECTION; FEATURE-EXTRACTION;
D O I
10.1109/JSEN.2019.2936221
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The quantitative non-destructive evaluation (QNDE) of complex defects remains as challenges. The transient thermal responses of 3D eddy current pulsed thermography (ECPT) contains rich information for the defect characteristics. In this paper, a modified skewness feature extracted from the transient thermal responses is proposed for the QNDE in 3D ECPT. Different stages of the transient responses and their skewness features are experimentally investigated for angular cracks. The skewness feature is mapped to 3D point cloud captured by a 3D ranger in order to show the 3D skewness feature distribution. The heating stage is modified and inverted before the calculation of the entire transient thermal response due to different behaviors of skewness features at different transient stages. Results show that the modified skewness removed the counteracting effect of the temperature distribution in the heating stage and cooling stage, which make the modified skewness feature has higher sensitivity and linearity for the evaluation of defect depths.
引用
收藏
页码:12118 / 12125
页数:8
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