Damage detection on rectangular laminated composite plates using wavelet based convolutional neural network technique

M Saadatmorad, RA Jafari-Talookolaei, MH Pashaei… - Composite …, 2021 - Elsevier
In this study, a novel method called the Wavelet Transform-based Convolutional Neural
Network (WT-CNN) technique is proposed for damage detection of rectangular laminated …

Pearson correlation and discrete wavelet transform for crack identification in steel beams

M Saadatmorad, RAJ Talookolaei, MH Pashaei… - Mathematics, 2022 - mdpi.com
Discrete wavelet transform is a useful means for crack identification of beam structures.
However, its accuracy is severely dependent on the selecting mother wavelet and vanishing …

A directional continuous wavelet transform of mode shape for line-type damage detection in plate-type structures

B Shi, M Cao, Z Wang, W Ostachowicz - Mechanical Systems and Signal …, 2022 - Elsevier
Line-type damage is abundant in engineering structures that have been in service for a long
time. Vibration-based nondestructive testing as a global method has been extensively used …

A hybrid-attention-ConvLSTM-based deep learning architecture to extract modal frequencies from limited data using transfer learning

MS Dizaji, Z Mao, M Haile - Mechanical Systems and Signal Processing, 2023 - Elsevier
This paper leverages each pixel of a picture acquired from a video camera, in which
structural dynamic information is contained, in order to decompose spatiotemporal …

Landslides monitoring with SBAS-InSAR and GNSS

OM Sorkhabi, M Khajehzadeh… - … of the Earth, Parts A/B/C, 2023 - Elsevier
Satellite radar images have many applications in the determination of landslide
displacement. In this study, three landslides of Tabriz have been studied with 150 Sentinel-1 …

Damage detection in precast full panel building by continuous wavelet analysis analytical method

M Hanteh, O Rezaifar - Structures, 2021 - Elsevier
In this research, the free vibrations of a four-story building with specific boundary conditions
have been investigated and the health of the building is monitored based on experimental …

Vibration-based damage localization in 3D sandwich panels using an irregularity detection index (IDI) based on signal processing

M Khanahmadi, B Mirzaei, GG Amiri, M Gholhaki… - Measurement, 2024 - Elsevier
As 3D sandwich panels have become prevalent in construction projects, developing
structural damage detection approaches is of great significance to ensure their integrity. This …

A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection

S Vafaie, E Salajegheh - Journal of Soft Computing in Civil …, 2023 - jsoftcivil.com
This study presents a new approach based on shearlet transform for the first time to detect
damages, and compare it with the wavelet, Laplacian pyramid, curvelet, and contourlet …

Structural damage detection using sparse sensors installation by optimization procedure based on the modal flexibility matrix

AZ Hosseinzadeh, GG Amiri, SAS Razzaghi… - Journal of Sound and …, 2016 - Elsevier
This paper is aimed at presenting a novel and effective method to detect and estimate
structural damage by introducing an efficient objective function which is based on Modal …

Damage detection in rectangular laminated composite plate structures using a combination of wavelet transforms and artificial neural networks

M Saadatmorad, RA Jafari-Talookolaei… - Journal of Vibration …, 2022 - Springer
Purpose Although damage's location detection by Wavelet Transforms (WTs) is quantitive,
damage's level detection is qualitative. It is a weakness of wavelet transform that cannot …