Loosening identification of multi-bolt connections based on wavelet transform and ResNet-50 convolutional neural network

XX Li, D Li, WX Ren, JS Zhang - Sensors, 2022 - mdpi.com
A high-strength bolt connection is the key component of large-scale steel structures. Bolt
loosening and preload loss during operation can reduce the load-carrying capacity, safety …

Identification of an effective nondestructive technique for bond defect determination in laminate composites—A technical review

M Asif, MA Khan, SZ Khan… - Journal of …, 2018 - journals.sagepub.com
Laminate composites are commonly used for the production of critical mechanical structures
and components such as wind turbine blades, helicopter rotors, unmanned aerial vehicle …

Contact acoustic nonlinearity effect on the vibro-acoustic modulation of delaminated composite structures

Y He, Y **ao, Z Su, Y Pan, Z Zhang - Mechanical Systems and Signal …, 2022 - Elsevier
Abstract In recent years, Vibro-Acoustic Modulation (VAM) techniques for structural health
monitoring have received increasing attention. For such techniques, the sidebands and …

Determination of optimal probing frequency for enhancing nonlinear vibro-acoustic modulation behaviors of delaminated CFRP based on local defect resonance

L Wei, J Chen - Mechanical Systems and Signal Processing, 2023 - Elsevier
The magnifying effect of resonance vibration on vibro-acoustic modulation (VAM) is
important for the study of nonlinear ultrasonic behaviors and yet to be completely …

Experimental Linear and Nonlinear Vibration Methods for the Structural Health Monitoring (SHM) of Polymer-Matrix Composites (PMCs): A Literature Review

L Dolbachian, W Harizi, Z Aboura - Vibration, 2024 - mdpi.com
The goal of this article is to provide a review of the experimental techniques and procedures
using vibration methods for the Structural Health Monitoring (SHM) of Polymer-Matrix …

Finite element modeling of nonlinear acoustics/ultrasonics for the detection of closed delaminations in composites

AK Singh, BY Chen, VBC Tan, TE Tay, HP Lee - Ultrasonics, 2017 - Elsevier
Linear ultrasonics methods based on the principle of reflection, transmission, dissipation of
sound waves have been traditionally used to detect delaminations in composite structures …

Vibro-acoustic modulation based measurements in CFRP laminates for damage detection in Open-Hole structures

E Willmann, B Boll, G Mikaelyan, H Wittich… - Composites …, 2023 - Elsevier
The occurrence of matrix cracks, fibre failures and delaminations results in a critical
degradation of the structural integrity of composites. A reliable early detection of these …

Theoretical and experimental investigations on control parameters of piezo-based vibro-acoustic modulation health monitoring of contact acoustic nonlinearity in a …

M Ehsani, M Shamshirsaz, M Sadighi, N Sepehry… - Applied Acoustics, 2023 - Elsevier
Contact-type defects are prevalent in composite constructions and sandwich panels due to
failure mechanisms such as bolt loosening and delamination. Contact acoustic nonlinearity …

Demodulation-derived damage metrics for nonlinear wave modulation-based health monitoring of structures

M Ehsani, N Sepehry, M Shamshirsaz… - … Systems and Signal …, 2023 - Elsevier
Nonlinear wave modulation (NWM) is a promising technique for structural health monitoring
and contact-type damage detection. In NWM, the severity of the damage is proportional to …

Diagnosis of internal cracks in concrete using vibro-acoustic modulation and machine learning

S Miele, PM Karve, S Mahadevan… - Structural Health …, 2022 - journals.sagepub.com
This paper investigates the utility of physics-informed machine learning models for vibro-
acoustic modulation (VAM)–based damage localization in concrete structures. Vibro …