Damage localization in plate-like structures using time-varying feature and one-dimensional convolutional neural network

S Zhang, CM Li, W Ye - Mechanical Systems and Signal Processing, 2021 - Elsevier
Lamb wave-based SHM technology for damage detection and localization in plate-like
structures has typically relied on post-processing of ultrasonic guided waves. Traditionally …

Deep learning based crack damage detection technique for thin plate structures using guided lamb wave signals

H Liu, Y Zhang - Smart Materials and Structures, 2019 - iopscience.iop.org
In this paper, convolutional neural network (CNN) is employed for crack damage detection in
thin aluminum plates. Identifying a successful damage feature is a critical step in …

Structural health management of damaged aircraft structures using digital twin concept

BR Seshadri, T Krishnamurthy - 25th AIAA/AHS adaptive structures …, 2017 - arc.aiaa.org
The development of multidisciplinary integrated Structural Health Management (SHM) tools
will enable accurate detection, and prognosis of damaged aircraft under normal and …

Contact acoustic nonlinearity (CAN)-based continuous monitoring of bolt loosening: Hybrid use of high-order harmonics and spectral sidebands

Z Zhang, M Liu, Y Liao, Z Su, Y Xiao - Mechanical Systems and Signal …, 2018 - Elsevier
The significance of evaluating bolt tightness in engineering structures, preferably in a
continuous manner, cannot be overemphasized. With hybrid use of high-order harmonics …

A probabilistic crack size quantification method using in-situ Lamb wave test and Bayesian updating

J Yang, J He, X Guan, D Wang, H Chen… - … Systems and Signal …, 2016 - Elsevier
This paper presents a new crack size quantification method based on in-situ Lamb wave
testing and Bayesian method. The proposed method uses coupon test to develop a baseline …

Damage localization method for plates based on the time reversal of the mode-converted Lamb waves

N Mori, S Biwa, T Kusaka - Ultrasonics, 2019 - Elsevier
A damage localization method based on the time reversal focusing of the mode-converted
scattered Lamb wave is proposed for plate structures with a non-symmetric defect in the …

Structural health monitoring of fatigue crack growth in plate structures with ultrasonic guided waves

H Cho, CJ Lissenden - Structural Health Monitoring, 2012 - journals.sagepub.com
Fatigue crack growth in plate structures is monitored with ultrasonic guided waves
generated from piezoelectric transducers. Cracks initiate in the vicinity of fastener holes due …

Analytical insight into “breathing” crack-induced acoustic nonlinearity with an application to quantitative evaluation of contact cracks

K Wang, M Liu, Z Su, S Yuan, Z Fan - Ultrasonics, 2018 - Elsevier
To characterize fatigue cracks, in the undersized stage in particular, preferably in a
quantitative and precise manner, a two-dimensional (2D) analytical model is developed for …

Extraction and selective promotion of zero-group velocity and cutoff frequency resonances in bi-dimensional waveguides using the electromechanical impedance …

K Zhang, R Cui, Y Wu, L Zhang, X Zhu - Ultrasonics, 2023 - Elsevier
This study showcases the electromechanical impedance (EMI) technique for extracting and
promoting zero-group velocity (ZGV) and cutoff frequency resonances in a waveguide …

Quantitative evaluation of residual torque of a loose bolt based on wave energy dissipation and vibro-acoustic modulation: A comparative study

Z Zhang, M Liu, Z Su, Y Xiao - Journal of Sound and Vibration, 2016 - Elsevier
A wave energy dissipation (WED)-based linear acoustic approach and a vibro-acoustic
modulation (VM)-based nonlinear method were developed comparatively, for detecting bolt …