Detection and Classification of Surface Cracks Using Deep Learning Based Autoencoders in Eddy Current Testing

被引：0
|
作者：
Fatima, Barrarat [1 ,2 ]
Bachir, Helifa [1 ]
Samir, Bensaid [3 ]
Karim, Rayane [4 ]
IbnKhaldoun, Lefkaier [1 ]
机构：
[1] Laboratoire de Physique des Matériaux, Université de Laghouat, Algeria
[2] Laboratoire des Sciences Appliquées et Didactiques, École Normale Supérieure de Laghouat, Algeria
[3] Laboratoire des Matériaux et du Développement Durable, Université de Bouira, Algeria
[4] Laboratoire de Génie des Procédés, Université de Laghouat, Algeria
来源：
IEEJ Transactions on Electrical and Electronic Engineering | 2024年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Probes
引用
收藏
相关论文
共 50 条
  • [41] Research on Metallic Spheres Radius Classification Method Using Machine Learning With Eddy Current Testing
    Zhang, Huilin
    Li, Wenkai
    Zhao, Qian
    Xia, Zihan
    Shi, Yuxin
    Yin, Wuliang
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2024, 37 (06)
  • [42] Magnetic tunnel junction based eddy current testing probe for detection of surface defects
    Cardoso, F. A.
    Rosado, L.
    Ferreira, R.
    Paz, E.
    Cardoso, S.
    Ramos, P. M.
    Piedade, M.
    Freitas, P. P.
    JOURNAL OF APPLIED PHYSICS, 2014, 115 (17)
  • [43] Eddy Current Testing of Surface Cracks on GH4169 Alloy Turbine Disk
    Zhao, Hong-da
    Wang, Dong-sheng
    Qiao, Hai-yan
    Ren, Xue-dong
    Li, Yong
    Chen, Zhen-mao
    PROCEEDINGS OF 2019 FAR EAST NDT NEW TECHNOLOGY & APPLICATION FORUM (FENDT), 2019, : 85 - 89
  • [44] Eddy Current Testing of Cracks using Multi-Frequency and Noise Excitation
    Pasadas, Dario J.
    Ribeiro, Artur L.
    Ramos, Helena. G.
    Feng, Bo
    Baskaran, Prashanth
    2018 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC): DISCOVERING NEW HORIZONS IN INSTRUMENTATION AND MEASUREMENT, 2018, : 907 - 912
  • [45] Automatic discrimination of stress corrosion and fatigue cracks using eddy current testing
    Perrin, Stéphane
    Yusa, Noritaka
    Miya, Kenzo
    Studies in Applied Electromagnetics and Mechanics, 2007, 28 : 91 - 98
  • [46] Small Eddy Current Testing Sensor Probe using Tunneling Magnetoresistance Sensors for Detection of Cracks in Steel Structures
    Tsukada, K.
    Hayashi, M.
    Nakamura, Y.
    Sakai, K.
    Kiwa, T.
    2018 IEEE INTERNATIONAL MAGNETIC CONFERENCE (INTERMAG), 2018,
  • [47] Reconstruction of stress corrosion cracks using signals of pulsed eddy current testing
    Wang, Li
    Xie, Shejuan
    Chen, Zhenmao
    Li, Yong
    Wang, Xiaowei
    Takagi, Toshiyuki
    NONDESTRUCTIVE TESTING AND EVALUATION, 2013, 28 (02) : 145 - 154
  • [48] Vulnerability Detection Using Deep Learning Based Function Classification
    Gong, Huihui
    Ma, Siqi
    Camtepe, Seyit
    Nepal, Surya
    Xu, Chang
    NETWORK AND SYSTEM SECURITY, NSS 2022, 2022, 13787 : 3 - 22
  • [49] Intelligent detection of building cracks based on deep learning
    Zheng, Minjuan
    Lei, Zhijun
    Zhang, Kun
    IMAGE AND VISION COMPUTING, 2020, 103
  • [50] Normal Magnetizing-Based Eddy Current Testing Method for Multidirectional Cracks on Steel Plate Surface Based on Permeability Perturbation
    Gongzhe Qiu
    Yihua Kang
    Jian Tang
    Bo Feng
    Xiang Cai
    Hongbao Ma
    Journal of Nondestructive Evaluation, 2023, 42
12345