Artificial neural networks for vibration based inverse parametric identifications: A review

MS Hossain, ZC Ong, Z Ismail, S Noroozi… - Applied Soft Computing, 2017 - Elsevier
Vibration behavior of any solid structure reveals certain dynamic characteristics and property
parameters of that structure. Inverse problems dealing with vibration response utilize the …

A novel ANN-RDT approach for damage detection of a composite panel employing contact and non-contact measuring data

A Mojtahedi, H Hokmabady, M Kouhi… - Composite …, 2022 - Elsevier
A non-destructive method is proposed in this study for damage detection of a composite
panel using random decrement (RD) signature technique and artificial neural network (ANN) …

Damage detection for offshore structures using long and short-term memory networks and random decrement technique

X Bao, Z Wang, G Iglesias - Ocean Engineering, 2021 - Elsevier
A damage detection method is presented which combines the random decrement technique
(RDT) with long and short-term memory (LSTM) networks. The method uses the measured …

A semi-analytical method for the dynamic characteristics of stiffened plate with general boundary conditions

C Gao, F Pang, H Li, D Jia - Thin-Walled Structures, 2022 - Elsevier
In this paper, the free, steady and transient vibration response of stiffened plate with general
boundary conditions are studied through theoretical and experimental comparisons. Firstly …

Damage detection in offshore structures using neural networks

AA Elshafey, MR Haddara, H Marzouk - Marine Structures, 2010 - Elsevier
This paper discusses the damage detection in offshore jacket platforms subjected to random
loads using a combined method of random decrement signature and neural networks. The …

Research on damage identification of hull girder based on Probabilistic Neural Network (PNN)

Y Zhang, J Guo, Q Zhou, S Wang - Ocean Engineering, 2021 - Elsevier
Real-time localization and quantitative assessment of hull girder damage are indispensable
for subsequent decisions. To deal with the difficulties that ship damages are hard for real …

Developing a robust SHM method for offshore jacket platform using model updating and fuzzy logic system

A Mojtahedi, MAL Yaghin, Y Hassanzadeh… - Applied Ocean …, 2011 - Elsevier
Structural monitoring is essential for ensuring the structural safety performance during the
service life. The process is of paramount importance in case of the offshore jacket-type …

Band gap characteristics of periodically stiffened-thin-plate based on center-finite-difference-method

XQ Zhou, DY Yu, X Shao, S Wang, YH Tian - Thin-Walled Structures, 2014 - Elsevier
This paper presents a periodic concept in stiffened-thin-plates by applying Bloch׳ s theorem.
Through the established dynamic equation for periodically stiffened-thin-plate (PSTP), the …

Crack identification in laminated composites based on modal responses using metaheuristics, artificial neural networks and response surface method: a comparative …

FM de Assis, GF Gomes - Archive of Applied Mechanics, 2021 - Springer
Structures that are difficult to maintain and access need to have an efficient and robust
process for continuous monitoring. Such monitoring through damage detection and …

Damage detection in ship hull structures under operational variability through strain sensing

GI Aravanis, NE Silionis, KN Anyfantis - Ocean Engineering, 2023 - Elsevier
Recently, growing concern for the reliability of ship structures has emerged among
stakeholders in the maritime sector. In the transition towards predictive maintenance …