Publication: Research - peer-review › Article in proceedings – Annual report year: 2011
It is shown how artificial neural networks can be trained to predict dynamic response of a simple nonlinear structure. Data generated using a nonlinear finite element model of a simplified wind turbine is used to train a one layer artificial neural network. When trained properly the network is able to perform accurate response prediction much faster than the corresponding finite element model. Initial result indicate a reduction in cpu time by two orders of magnitude.
|Title||Proceedings of the 24th Nordic Seminar on Computational Mechanics|
|Period||01/01/11 → …|
- Nonlinear structural dynamics, Artificial neural networks
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