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.
机构:
Cent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R ChinaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Duan, Yuxia
Zhang, Hai
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机构:
Univ Laval, Dept Elect & Comp Engn, Comp Vis & Syst Lab, 1065 Av Med, Quebec City, PQ G1V 0A6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Zhang, Hai
Maldague, Xavier P. V.
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机构:
Univ Laval, Dept Elect & Comp Engn, Comp Vis & Syst Lab, 1065 Av Med, Quebec City, PQ G1V 0A6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Maldague, Xavier P. V.
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h-index:
机构:
Ibarra-Castanedo, Clemente
Servais, Pierre
论文数: 0引用数: 0
h-index: 0
机构:
Soc NDT Pro, Entreprise BE 0883-019-209,Le Grand Enclos 18, B-6800 Libramont, BelgiumCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Servais, Pierre
Genest, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council Canada, 1200 Montreal Rd,Bldg M-14, Ottawa, ON K1A 0R6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Genest, Marc
Sfarra, Stefano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aquila, Dept Ind & Informat Engn & Econ, Piazzale E Pontieri 1, I-67100 Roio Poggio, AQ, Italy
Tomsk Polytech Univ, Lenin Av 30, Tomsk 634050, RussiaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Sfarra, Stefano
Meng, Jianqiao
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R ChinaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
机构:
Cent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R ChinaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Duan, Yuxia
Zhang, Hai
论文数: 0引用数: 0
h-index: 0
机构:
Univ Laval, Dept Elect & Comp Engn, Comp Vis & Syst Lab, 1065 Av Med, Quebec City, PQ G1V 0A6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Zhang, Hai
Maldague, Xavier P. V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Laval, Dept Elect & Comp Engn, Comp Vis & Syst Lab, 1065 Av Med, Quebec City, PQ G1V 0A6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Maldague, Xavier P. V.
论文数: 引用数:
h-index:
机构:
Ibarra-Castanedo, Clemente
Servais, Pierre
论文数: 0引用数: 0
h-index: 0
机构:
Soc NDT Pro, Entreprise BE 0883-019-209,Le Grand Enclos 18, B-6800 Libramont, BelgiumCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Servais, Pierre
Genest, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council Canada, 1200 Montreal Rd,Bldg M-14, Ottawa, ON K1A 0R6, CanadaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Genest, Marc
Sfarra, Stefano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aquila, Dept Ind & Informat Engn & Econ, Piazzale E Pontieri 1, I-67100 Roio Poggio, AQ, Italy
Tomsk Polytech Univ, Lenin Av 30, Tomsk 634050, RussiaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
Sfarra, Stefano
Meng, Jianqiao
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R ChinaCent S Univ, Sch Phys & Elect, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China