Structure Damage Detection Based on Ensemble Learning

2018 ◽  
Author(s):  
Ding Huang ◽  
Deying Hu ◽  
Jingwu He ◽  
Yuexi Xiong
Keyword(s):  
Damage Detection ◽  
Ensemble Learning ◽  
Structure Damage

Structure Damage Detection via the Behavior of Substructure

1991 ◽  
Author(s):  
J. H. Wang ◽  
C. S. Liou
Keyword(s):  
Damage Detection ◽  
Mechanical System ◽  
Dynamic Behavior ◽  
Structural Damage ◽  
Structure Damage

Abstract A mechanical system generally consists of many substructures. However, it is impossible to observe the dynamic behavior of any substructure directly when the whole structure is in operation. A method was proposed in this work to determine the FRFs of a substructure by using the measured FRFs of the whole structure and the priorly known FRFs of another substructure With this method, one can detect the structural damage more easily by observing the change of the FRFs of the damaged substructure.

A hybrid methodology for structure damage detection uniting FEM and 1D-CNNs: Demonstration on typical high-pile wharf

2022 ◽  
Vol 168 ◽  
pp. 108738
Author(s):  
Yujue Zhou ◽  
Yonglai Zheng ◽  
Yongcheng Liu ◽  
Tanbo Pan ◽  
Yubao Zhou
Keyword(s):  
Damage Detection ◽  
Structure Damage ◽  
Hybrid Methodology

Structure Damage Detection Using Neural Network with Multi-Stage Substructuring

2010 ◽  
Vol 13 (1) ◽  
pp. 95-110 ◽  
Author(s):  
Norhisham Bakhary ◽  
Hong Hao ◽  
Andrew J. Deeks
Keyword(s):  
Neural Network ◽  
Damage Detection ◽  
Structure Damage ◽  
Multi Stage

Yet Another Deep Learning Approach for Road Damage Detection using Ensemble Learning

2020 ◽  
Author(s):  
Vinuta Hegde ◽  
Dweep Trivedi ◽  
Abdullah Alfarrarjeh ◽  
Aditi Deepak ◽  
Seon Ho Kim ◽  
...  
Keyword(s):  
Deep Learning ◽  
Damage Detection ◽  
Ensemble Learning ◽  
Learning Approach
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