Recognition of defects on steel rod using ultrasonic guided waves based on neural network

被引：0
|
作者：
Wu, Bin [1 ]
Qi, Wen-Bo [1 ]
He, Cun-Fu [1 ]
Zhou, Jin-Jie [1 ]
机构：
[1] College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100124, China
来源：
Gongcheng Lixue/Engineering Mechanics | 2013年 / 30卷 / 02期
关键词：
Guided electromagnetic wave propagation;
D O I：
10.6052/j.issn.1000-4750.2011.08.0554
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：470 / 476
相关论文
共 50 条
  • [1] Pattern Recognition of the Steel Rod Based on Artificial Neural Network and SVM
    Sun, Hongchun
    ADVANCED MEASUREMENT AND TEST, PTS 1-3, 2011, 301-303 : 329 - 333
  • [2] Battery defect detection using ultrasonic guided waves and a convolutional neural network model
    Zhou, Di
    Chen, Fengyi
    Liang, Jinlian
    Zhang, Yanhui
    Zheng, Wenbin
    Li, Xiaoyu
    JOURNAL OF ENERGY STORAGE, 2025, 119
  • [3] Quantitative Detection of Pipeline Cracks Based on Ultrasonic Guided Waves and Convolutional Neural Network
    Shen, Yuchi
    Wu, Jing
    Chen, Junfeng
    Zhang, Weiwei
    Yang, Xiaolin
    Ma, Hongwei
    SENSORS, 2024, 24 (04)
  • [4] Classification of defects for guided waves inspected pipes by a neural network approach
    Acciani, G.
    Brunetti, G.
    Fornarelli, G.
    Bertoncini, F.
    Raugi, M.
    Turcu, F.
    2007 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1-6, 2007, : 150 - 153
  • [5] The contact characteristics analysis for rod fastening rotors using ultrasonic guided waves
    Zhu, Yanping
    Li, Fucai
    Hu, Yue
    MEASUREMENT, 2020, 151
  • [6] A Shallow Neural Network for Recognition of Strip Steel Surface Defects Based on Attention Mechanism
    Li, Dan
    Ge, Shiquan
    Zhao, Kai
    Cheng, Xing
    ISIJ INTERNATIONAL, 2023, 63 (03) : 525 - 533
  • [7] Axial Stress Measurement of Steel Tubes Using Ultrasonic Guided Waves
    Zhu, Siyuan
    Xu, Xian
    Han, Jinsong
    Luo, Yaozhi
    SENSORS, 2022, 22 (09)
  • [8] Crack Detection of Threaded Steel Rods Based on Ultrasonic Guided Waves
    Peng, Kunhong
    Zhang, Yi
    Xu, Xian
    Han, Jinsong
    Luo, Yaozhi
    SENSORS, 2022, 22 (18)
  • [9] Damage Identification in Thick Steel Beam Based on Guided Ultrasonic Waves
    Sun, Kai
    Meng, Guang
    Li, Fucai
    Ye, Lin
    Lu, Ye
    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 2010, 21 (03) : 225 - 232
  • [10] Recognition of Wood Defects Based on Artificial Neural Network
    Mu, Hongbo
    Qi, Dawei
    2008 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, VOLS 1-3, 2008, : 1232 - 1237
12345