scholarly journals Application of the Elastic Waves and Neural Networks as a Tool of Damage Detection and Health Monitoring in Aircraft's Structures

2015 ◽  
Vol 114 ◽  
pp. 393-400 ◽  
Author(s):  
Piotr Nazarko ◽  
Leonard Ziemiański
Author(s):  
Dominika Ziaja ◽  
Bartosz Miller

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.


2021 ◽  
Vol 227 ◽  
pp. 108898
Author(s):  
Kanghyeok Lee ◽  
Minwoong Chung ◽  
Seungjun Kim ◽  
Do Hyoung Shin

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