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
中国国家自然科学基金; 英国工程与自然科学研究理事会;
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
相关论文
共 50 条
  • [41] Rolling Contact Fatigue Detection Using Eddy Current Pulsed Thermography
    Peng, Jianping
    Tian, Guiyun
    Wang, Li
    Gao, Xiaorong
    Zhang, Yu
    Wang, Zeyong
    2014 IEEE FAR EAST FORUM ON NONDESTRUCTIVE EVALUATION/TESTING (FENDT), 2014, : 176 - 180
  • [42] Comparison Study of Different Features for Pocket Length Quantification of Angular Defects Using Eddy Current Pulsed Thermography
    Zhu, Junzhen
    Tian, Guiyun
    Min, Qingxu
    Wu, Jianbo
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (05) : 1373 - 1381
  • [43] Investigation on Time-to-Peak Feature Insensitive to Liftoff Effect for Pulsed Eddy Current Evaluation
    Yang, Panpan
    Fan, Mengbao
    Cao, Binghua
    Gao, Shang
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 69 (07) : 5064 - 5071
  • [44] Detecting defects in marine structures by using eddy current infrared thermography
    Swiderski, W.
    APPLIED OPTICS, 2016, 55 (34) : D17 - D21
  • [45] Comparison Research on Characterization and Evaluation Approaches for Paint Coated Corrosion Using Eddy Current Pulsed Thermography
    Xue, Chao
    Zhang, Yinqiang
    Ding, Song
    Song, Cheng
    Wang, Yiqing
    SENSORS, 2023, 23 (15)
  • [46] Quantitative non-destructive evaluation method for impact damage using eddy current pulsed thermography
    Ren, Wenwei
    Liu, Jia
    Tian, Gui Yun
    Gao, Bin
    Cheng, Liang
    Yang, Hailong
    COMPOSITES PART B-ENGINEERING, 2013, 54 : 169 - 179
  • [47] Impact evaluation in carbon fiber reinforced plastic (CFRP) laminates using eddy current pulsed thermography
    He, Yunze
    Tian, Guiyun
    Pan, Mengchun
    Chen, Dixiang
    COMPOSITE STRUCTURES, 2014, 109 : 1 - 7
  • [48] Non-Contact Degradation Evaluation for IGBT Modules Using Eddy Current Pulsed Thermography Approach
    Liu, Xingliang
    Tian, Guiyun
    Chen, Yu
    Luo, Haoze
    Zhang, Jian
    Li, Wuhua
    ENERGIES, 2020, 13 (10)
  • [49] Investigation of pulsed eddy current probes for detection of defects in riveted structures
    Yang, Binfeng
    Zhang, Hui
    Kang, Zhibin
    Wang, Xiaofeng
    NONDESTRUCTIVE TESTING AND EVALUATION, 2013, 28 (03) : 278 - 290
  • [50] An Enhance Feature Algorithm for Defect Detection of Pneumatic Pressure Equipmentusing Eddy Current Pulsed Thermography
    Zhang, Bo
    Cheng, Yuhua
    Huang, Xuegang
    Yin, Chun
    Chen, Xiaohui
    Gong, Dexing
    Xue, Jianhong
    Gan, Wendong
    2018 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC): DISCOVERING NEW HORIZONS IN INSTRUMENTATION AND MEASUREMENT, 2018, : 936 - 941