Proceedings of the Korean Society for Technology of Plasticity Conference (한국소성가공학회:학술대회논문집)
- 2005.10a
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- Pages.231-234
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- 2005
High temperature deformation behaviors of AZ31 Mg alloy by Artificial Neural Network
인공 신경망을 이용한 AZ31 Mg 합금의 고온 변형 거동연구
Abstract
The high temperature deformation behavior of AZ 31 Mg alloy was investigated by designing a back propagation neural network that uses a gradient descent-learning algorithm. A neural network modeling is an intelligent technique that can solve non-linear and complex problems by learning from the samples. Therefore, some experimental data have been firstly obtained from continuous compression tests performed on a thermo-mechanical simulator over a range of temperatures
Keywords
- AZ31 magnesium alloy;
- Artificial neural network;
- Processing map;
- Workability;
- Temperature compensation