Microwave Nondestructive Testing for Defect Detection in Composites Based on K-Means Clustering Algorithm

作者: Nawaf H. M. M. Shrifan , Ghassan N. Jawad , Nor Ashidi Mat Isa , Muhammad Firdaus Akbar

DOI: 10.1109/ACCESS.2020.3048147

关键词:

摘要: … scanning the composite material with … machine learning to detect a defect down to 1 mm, which is a considerable contribution over any existing defect inspection technique in composites…

参考文章(37)
B. M. Abdullah, J. Cullen, A. Mason, A. I. Al-Shamma’a, A Novel Method for Monitoring Structural Metallic Materials Using Microwave NDT Springer, Cham. pp. 161- 180 ,(2014) , 10.1007/978-3-319-02318-2_9
Mohammad Tayeb Ghasr, Matthew Jared Horst, Mario Lechuga, Randy Rapoza, Chris J. Renoud, Reza Zoughi, Accurate One-Sided Microwave Thickness Evaluation of Lined-Fiberglass Composites IEEE Transactions on Instrumentation and Measurement. ,vol. 64, pp. 2802- 2812 ,(2015) , 10.1109/TIM.2015.2426352
Hong Zhang, Bin Gao, Gui Yun Tian, Wai Lok Woo, Libing Bai, Metal defects sizing and detection under thick coating using microwave NDT Ndt & E International. ,vol. 60, pp. 52- 61 ,(2013) , 10.1016/J.NDTEINT.2013.07.002
Yiming Deng, Xin Liu, Electromagnetic Imaging Methods for Nondestructive Evaluation Applications Sensors. ,vol. 11, pp. 11774- 11808 ,(2011) , 10.3390/S111211774
Tzu-Yang Yu, Oral Büyüköztürk, None, A far-field airborne radar NDT technique for detecting debonding in GFRP–retrofitted concrete structures NDT & E International. ,vol. 41, pp. 10- 24 ,(2008) , 10.1016/J.NDTEINT.2007.07.002
David Kuei Hsu, Kil-Sung Lee, Je-Woong Park, Yong-Deuck Woo, Kwang-Hee Im, NDE inspection of terahertz waves in wind turbine composites International Journal of Precision Engineering and Manufacturing. ,vol. 13, pp. 1183- 1189 ,(2012) , 10.1007/S12541-012-0157-5