Automated Structural Bolt Micro Looseness Monitoring Method Using Deep Learning

被引：0
|
作者：
Qin, Min [1 ]
Xie, Zhenbo [1 ,2 ]
Xie, Jing [1 ]
Yu, Xiaolin [1 ]
Ma, Zhongyuan [1 ]
Wang, Jinrui [3 ]
机构：
[1] Qingdao Campus of Naval Aviation University, Qingdao,266041, China
[2] National University of Defense Technology, Changsha,410073, China
[3] College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao,266590, China
来源：
Sensors | 2024年 / 24卷 / 22期
关键词：
408.1 Structural Members and Shapes - 435.2 Tracking and Positioning - 605.2 Small Tools; Unpowered - 652.1 Aircraft - 716.2 Radar Systems and Equipment;
D O I：
10.3390/s24227340
中图分类号：
学科分类号：
摘要：
33
引用
收藏
相关论文
共 50 条
  • [1] Automated structural bolt looseness detection using deep learning-based prediction model
    Yuan, Cheng
    Wang, Shuyin
    Qi, Yanzhi
    Kong, Qingzhao
    STRUCTURAL CONTROL & HEALTH MONITORING, 2022, 29 (03):
  • [2] A method for automated bolt-loosening monitoring and assessment using impedance technique and deep learning
    Nguyen, Thanh-Truong
    Ta, Quoc-Bao
    Ho, Duc-Duy
    Kim, Jeong-Tae
    Huynh, Thanh-Canh
    DEVELOPMENTS IN THE BUILT ENVIRONMENT, 2023, 14
  • [3] Bolt looseness detection using Spectral Kurtosis analysis for structural health monitoring
    Ho, S. K.
    Nedunuri, H. C.
    Balachandran, W.
    Gan, T. H.
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2020) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2020), 2020, : 1215 - 1221
  • [4] Numerical Simulation of Bolt Looseness Monitoring Based on Impedance Method
    Wei, Sun
    Ying, Zhang
    ADVANCES IN CIVIL STRUCTURES, PTS 1 AND 2, 2013, 351-352 : 1264 - 1268
  • [5] Addressing data scarcity using audio signal augmentation and deep learning for bolt looseness prediction
    Chelimilla, Nikesh
    Chinthapenta, Viswanath
    Korla, Srikanth
    SMART MATERIALS AND STRUCTURES, 2024, 33 (08)
  • [6] Monitoring of multi-bolt connection looseness using a novel vibro-acoustic method
    Furui Wang
    Gangbing Song
    Nonlinear Dynamics, 2020, 100 : 243 - 254
  • [7] Monitoring of multi-bolt connection looseness using a novel vibro-acoustic method
    Wang, Furui
    Song, Gangbing
    NONLINEAR DYNAMICS, 2020, 100 (01) : 243 - 254
  • [8] A Smart Washer for Bolt Looseness Monitoring Based on Piezoelectric Active Sensing Method
    Yin, Heyue
    Wang, Tao
    Yang, Dan
    Liu, Shaopeng
    Shao, Junhua
    Li, Yourong
    APPLIED SCIENCES-BASEL, 2016, 6 (11):
  • [9] Bolt looseness monitoring based on damping measurement by using a quantitative electro-mechanical impedance method
    Qiu, Hao
    Li, Faxin
    SMART MATERIALS AND STRUCTURES, 2022, 31 (09)
  • [10] A Vision-Based Monitoring Method for the Looseness of High-Strength Bolt
    Pan, Yue
    Ma, Yunlong
    Dong, Yiqing
    Gu, Zhenxiong
    Wang, Dalei
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
12345