A review on guided-ultrasonic-wave-based structural health monitoring: From fundamental theory to machine learning techniques

Z Yang, H Yang, T Tian, D Deng, M Hu, J Ma, D Gao… - Ultrasonics, 2023 - Elsevier
The development of structural health monitoring (SHM) techniques is of great importance to
improve the structural efficiency and safety. With advantages of long propagation distances …

Damage identification using piezoelectric electromechanical impedance: a brief review from a numerical framework perspective

P Cao, S Zhang, Z Wang, K Zhou - Structures, 2023 - Elsevier
High-frequency electromechanical impedance measured from the piezoelectric transducer
has been recognized as an effective indicator to infer minor damage occurrence. Over the …

A stretchable and large-scale guided wave sensor network for aircraft smart skin of structural health monitoring

Y Wang, L Qiu, Y Luo, R Ding - Structural Health Monitoring, 2021 - journals.sagepub.com
Aircraft smart skin technology requires the integration of large-scale, lightweight, and
integrative sensor networks with aircraft structural skin, but it is difficult to directly …

A piezoelectric sensor network with shared signal transmission wires for structural health monitoring of aircraft smart skin

Y Wang, L Qiu, Y Luo, R Ding, F Jiang - Mechanical systems and signal …, 2020 - Elsevier
Aircraft smart skin needs to integrate a large number of piezoelectric (PZT) elements and
wires for structural health monitoring (SHM), which not only add considerable weight to …

[HTML][HTML] Guided wave-convolutional neural network based fatigue crack diagnosis of aircraft structures

L Xu, S Yuan, J Chen, Y Ren - Sensors, 2019 - mdpi.com
Fatigue crack diagnosis (FCD) is of great significance for ensuring safe operation,
prolonging service time and reducing maintenance cost in aircrafts and many other safety …

Impact force localization and reconstruction via gated temporal convolutional network

R Zhou, B Qiao, J Liu, W Cheng, X Chen - Aerospace Science and …, 2024 - Elsevier
Techniques for identifying impact forces are crucial for improving the operational reliability
and safety of aerospace composite structures. To address the challenges of theoretical …

Diffuse ultrasonic wave-based structural health monitoring for railway turnouts

K Wang, W Cao, L Xu, X Yang, Z Su, X Zhang, L Chen - Ultrasonics, 2020 - Elsevier
Real-time damage evaluation is a critical step to warrant the integrity of turnout systems in
railway industry. Nevertheless, existing structural health monitoring (SHM) approaches …

On-line prognosis of fatigue cracking via a regularized particle filter and guided wave monitoring

J Chen, S Yuan, X ** - Mechanical Systems and Signal Processing, 2019 - Elsevier
Simultaneous presence of multiple fatigue cracks in the same structural element is a critical
problem affecting system safety. However, initiation and growth of these cracks is affected by …

Electromechanical impedance-based damage localization with novel signatures extraction methodology and modified probability-weighted algorithm

J Zhu, X Qing, X Liu, Y Wang - Mechanical Systems and Signal Processing, 2021 - Elsevier
Damage localization with electromechanical impedance is a significant technique in
structural health monitoring and engineering community. In this paper, a newly-developed …

On-line updating Gaussian process measurement model for crack prognosis using the particle filter

J Chen, S Yuan, H Wang - Mechanical Systems and Signal Processing, 2020 - Elsevier
The particle filter (PF) has shown great potential for on-line fatigue crack growth prognosis
by combining crack measurements from structural health monitoring (SHM) techniques. In …