Damage detection in ship hull by structural parameters estimation based on wavelet transform data

被引:3
作者
Sadeghian, Mohsen [1 ]
Esfandiari, Akbar [1 ]
Fadavie, Manochehr [1 ]
机构
[1] Amirkabir Univ Technol, Dept Maritime Engn, Tehran, Iran
关键词
Structures health monitoring; finite element model updating; sensitivity equation; wavelet transform coefficients; shell structure; POWER SPECTRAL DENSITY; SENSITIVITY-ANALYSIS; NATURAL FREQUENCIES; IDENTIFICATION; BEAM; VIBRATION; PLATES;
D O I
10.1080/17445302.2023.2231204
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper develops a structural model updating method in the time-scale domain based on the wavelet transform of the correlation function and seeks its implementation for damage detection of the ship hull. The quasi-exact sensitivity equation based on the wavelet transform coefficients are used to identify the damage as well as to overcome the drawbacks of incomplete data measurement. Different types of mother wavelets have been studied to select the best wavelet to identify structural damages. The abilities of the method is numerically examined through several damage cases. The robustness of the method against mass measurement and modeling errors is evaluated numerically using Monte Carlo analysis and error-contaminated data. This method proves to be strong against both types of errors for detecting of the damage in shell structures.
引用
收藏
页码:1181 / 1195
页数:15
相关论文
共 53 条
[1]  
[Anonymous], 2014, MATLAB R2014A
[2]   Damage detection of jacket type offshore platforms using rate of signal energy using wavelet packet transform [J].
Asgarian, Behrouz ;
Aghaeidoost, Vahid ;
Shokrgozar, Hamed Rahman .
MARINE STRUCTURES, 2016, 45 :1-21
[3]   A structural damage detection method using static noisy data [J].
Bakhtiari-Nejad, F ;
Rahai, A ;
Esfandiari, A .
ENGINEERING STRUCTURES, 2005, 27 (12) :1784-1793
[4]   Model updating and damage detection of jacket type platform using explicit and exact time domain sensitivity equation [J].
Baybordi, Shahriar ;
Esfandiari, Akbar .
OCEAN ENGINEERING, 2023, 269
[5]   A novel sensitivity-based finite element model updating and damage detection using time domain response [J].
Baybordi, Shahriar ;
Esfandiari, Akbar .
JOURNAL OF SOUND AND VIBRATION, 2022, 537
[6]   Structural damage identification in plates using spectral strain energy analysis [J].
Bayissa, W. L. ;
Haritos, N. .
JOURNAL OF SOUND AND VIBRATION, 2007, 307 (1-2) :226-249
[7]   Damage detection of a rectangular plate by spatial wavelet based approach [J].
Chang, CC ;
Chen, LW .
APPLIED ACOUSTICS, 2004, 65 (08) :819-832
[8]   Identification of member connectivity and mass changes on a two-storey framed structure using frequency response functions and artificial neural networks [J].
Dackermann, Ulrike ;
Li, Jianchun ;
Samali, Bijan .
JOURNAL OF SOUND AND VIBRATION, 2013, 332 (16) :3636-3653
[9]   Damage detection in beam through change in measured frequency and undamaged curvature mode shape [J].
Dahak, Mustapha ;
Touat, Noureddine ;
Kharoubi, Mounir .
INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2019, 27 (01) :89-114
[10]   A review of damage assessment models in the maritime domain [J].
Deeb, Hasan ;
Mehdi, Raza Ali ;
Hahn, Axel .
SHIPS AND OFFSHORE STRUCTURES, 2017, 12 :S31-S54