A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Impact Detection Using Artificial Neural Networks
In this work, a number of impacts on a composite stiffened panel fitted with piezoceramic sensors were simulated with the finite element (FE) method. During impacts, the contact force history and strains at the sensors were recorded. These data were used to train, validate and test two artificial neural networks (ANN) for the prediction of the impact position and the peak of the impact force. The performance of the network for location detection has been promising but the other network should be further improved to provide acceptable predictions about the peak force.
Impact Detection Using Artificial Neural Networks
In this work, a number of impacts on a composite stiffened panel fitted with piezoceramic sensors were simulated with the finite element (FE) method. During impacts, the contact force history and strains at the sensors were recorded. These data were used to train, validate and test two artificial neural networks (ANN) for the prediction of the impact position and the peak of the impact force. The performance of the network for location detection has been promising but the other network should be further improved to provide acceptable predictions about the peak force.
Impact Detection Using Artificial Neural Networks
Ghajari, M. (author) / Sharif Khodaei, Z. (author) / Aliabadi, M.H. (author)
2011
4 Seiten
Conference paper
English
Impact Detection Using Artificial Neural Networks
| British Library Online Contents | 2012
Structural Damage Detection Using Artificial Neural Networks
| Online Contents | 1998
Crack Detection in Concrete Using Artificial Neural Networks
| Springer Verlag | 2022
Damage detection under varying temperature using artificial neural networks
| Wiley | 2017
Artificial Neural Networks for Freeway Incident Detection
| British Library Online Contents | 1995