Structural Damage Detection Using Artificial Neural Networks

Journal of Infrastructure Systems ◽

10.1061/(asce)1076-0342(1998)4:3(93) ◽

1998 ◽

Vol 4 (3) ◽

pp. 93-101 ◽

Author(s):

Jun Zhao ◽

John N. Ivan ◽

John T. DeWolf

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Artificial Neural

Download Full-text

STRUCTURAL DAMAGE DETECTION USING ARTIFICIAL NEURAL NETWORKS AND MEASURED FRF DATA REDUCED VIA PRINCIPAL COMPONENT PROJECTION

Journal of Sound and Vibration ◽

10.1006/jsvi.2000.3390 ◽

2001 ◽

Vol 242 (5) ◽

pp. 813-827 ◽

Author(s):

C. ZANG ◽

M. IMREGUN

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Principal Component ◽

Structural Damage Detection ◽

Artificial Neural

Download Full-text

Online Nonlinear Structural Damage Detection Using Hilbert Huang Transform and Artificial Neural Networks

Scientia Iranica ◽

10.24200/sci.2019.50657.1808 ◽

2019 ◽

Vol 0 (0) ◽

pp. 0-0 ◽

Author(s):

Sayyed Mohsen Vazirizade ◽

Ali Bakhshi ◽

Omid Bahar ◽

Saeed Nozhati

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Hilbert Huang Transform ◽

Nonlinear Structural ◽

Artificial Neural

Download Full-text

Structural damage detection of steel bridge girder using artificial neural networks and finite element models

Steel and Composite Structures ◽

10.12989/scs.2013.14.4.367 ◽

2013 ◽

Vol 14 (4) ◽

pp. 367-377 ◽

Author(s):

S.J.S. Hakim ◽

H. Abdul Razak

Keyword(s):

Neural Networks ◽

Finite Element ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Finite Element Models ◽

Steel Bridge ◽

Structural Damage Detection ◽

Bridge Girder ◽

Artificial Neural

Download Full-text

Structural damage detection using the optimal weights of the approximating artificial neural networks

Earthquake Engineering & Structural Dynamics ◽

10.1002/eqe.106 ◽

2001 ◽

Vol 31 (2) ◽

pp. 217-234 ◽

Author(s):

Shih-Lin Hung ◽

C. Y. Kao

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Optimal Weights ◽

Artificial Neural

Download Full-text

Structural damage detection using artificial neural networks and wavelet transform

2012 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings ◽

10.1109/cimsa.2012.6269593 ◽

2012 ◽

Author(s):

Arthur Shi ◽

Xiao-Hua Yu

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Wavelet Transform ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Artificial Neural

Download Full-text

Modal parameters based structural damage detection using artificial neural networks - a review

Smart Structures and Systems ◽

10.12989/sss.2014.14.2.159 ◽

2014 ◽

Vol 14 (2) ◽

pp. 159-189 ◽

Author(s):

S.J.S. Hakim ◽

H. Abdul Razak

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Modal Parameters ◽

Structural Damage Detection ◽

Artificial Neural

Download Full-text

Artificial neural networks for structural damage detection and classification

10.1117/12.207718 ◽

1995 ◽

Author(s):

Carlos M. Ferregut ◽

Roberto A. Osegueda ◽

Jaime Ortiz

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Artificial Neural

Download Full-text

A Three-Stage Structural Damage Detection Approach Using Artificial Neural Networks

Intelligent Engineering Systems through Artificial Neural Networks, Volume 16 ◽

10.1115/1.802566.paper58 ◽

2006 ◽

pp. 381-387

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Structural Damage Detection ◽

Detection Approach ◽

Artificial Neural

Download Full-text

Nonparametric Structural Damage Detection Algorithm for Ambient Vibration Response: Utilizing Artificial Neural Networks and Self-Organizing Maps

Journal of Architectural Engineering ◽

10.1061/(asce)ae.1943-5568.0000205 ◽

2016 ◽

Vol 22 (2) ◽

pp. 04016004 ◽

Author(s):

Osama Abdeljaber ◽

Onur Avci

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Structural Damage ◽

Detection Algorithm ◽

Vibration Response ◽

Ambient Vibration ◽

Structural Damage Detection ◽

Self Organizing Maps ◽

Artificial Neural

Download Full-text

STRUCTURAL DAMAGE DETECTION BASED ON CHANGES IN DYNAMIC PARAMETERS

Zeszyty Naukowe Uniwersytetu Zielonogórskiego / Inżynieria Środowiska ◽

10.5604/01.3001.0010.6036 ◽

2017 ◽

Vol 166 (46) ◽

pp. 75-84

Author(s):

Dominika Ziaja ◽

Bartosz Miller

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Health Monitoring ◽

Structural Damage ◽

Single Layer ◽

Dynamic Parameters ◽

Structural Damage Detection ◽

Dynamic Excitation ◽

The article presents the idea of structural health monitoring as a supporting action to protect the environment. The preliminary proposal of a procedure enabling the damage detection of the joints is shown on the example of a two-storey portal frame. Conclusions, presented in the paper, based on the measurement of accelerations in selected points of structure, subjected to dynamic excitation. Single-layer, feed-forward artificial neural networks were used as a tool for the analysis of changes in the dynamic parameters.

Download Full-text