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 …

Artificial intelligence in real-time diagnostics and prognostics of composite materials and its uncertainties—A review

MRP Elenchezhian, V Vadlamudi… - Smart Materials and …, 2021 - iopscience.iop.org
In the era of the 4th industrial revolution of big data, artificial intelligence (AI) is widely used
in each and every field of composite materials which includes design and analysis, material …

Damage localization for composite structure using guided wave signals with Gramian angular field image coding and convolutional neural networks

Y Liao, X Qing, Y Wang, F Zhang - Composite Structures, 2023 - Elsevier
Accurate detection of damage in composite structures is of great significance to ensure safe
service and avoid catastrophic accidents. In this paper, a novel damage diagnosis method …

Graphene nanoparticles as data generating digital materials in industry 4.0

MA Ali, MS Irfan, T Khan, MY Khalid, R Umer - Scientific Reports, 2023 - nature.com
One of the potential applications of 2D materials is to enhance multi-functionality of
structures and components used in aerospace, automotive, civil and defense industries …

Lamb wave-based damage localization and quantification algorithms for CFRP composite structures

X Zeng, X Liu, J Yan, Y Yu, B Zhao, X Qing - Composite Structures, 2022 - Elsevier
Accurately and quantitatively monitoring the damages in complicated composite structures is
very challenging, but essential for assessing their integrity. In this paper, an innovative …

Lamb wave-based damage assessment for CFRP composite structures using a CHMM-based damage localization algorithm and a damage quantitative expression

X Zeng, B Zhao, X Liu, Y Yu, J Guo, X Qing - Mechanical Systems and …, 2023 - Elsevier
Accurately and quantitatively monitoring the damages in composite structures is very
challenging, but important for assessing their integrity. In this paper, an innovative damage …

Advancing spacecraft safety and longevity: A review of guided waves-based structural health monitoring

S Yu, K Luo, C Fan, K Fu, X Wu, Y Chen… - Reliability Engineering & …, 2024 - Elsevier
The reusability and prolonged operation of spacecraft underscore the critical need for
advanced structural health monitoring (SHM) systems. Guided waves-based SHM (GWs …

Multiple avalanche processes in acoustic emission spectroscopy: Multibranching of the energy− amplitude scaling

Y Chen, B Gou, B Yuan, X Ding, J Sun… - physica status solidi …, 2022 - Wiley Online Library
Several physical processes can conspire to generate avalanches in materials. Such
processes include avalanche mechanisms like dislocation movements, friction processes by …

A State‐of‐Art Review on Prediction Model for Fatigue Performance of Welded Joints via Data‐Driven Method

C Feng, L Xu, L Zhao, Y Han… - Advanced Engineering …, 2023 - Wiley Online Library
Fatigue fracture of welded joints is an important cause for engineering accidents. Due to the
coexistence of so many influencing factors, the current prediction model of fatigue behavior …

A multidimensional data fusion neural network for damage localization using ultrasonic guided wave

H Yun, K Feng, R Rayhana, S Pant… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Ultrasonic guided wave (UGW)-based damage localization on plate-like composite
structures plays a vital role in the structural health monitoring (SHM) of aircraft structures …