MATERIAL PROPERTIES
Forming properties
- Post-processing of plastometric experiments
- Database of metal forming properties
- Steel flow stress predictor
Thermo-physical properties
Steel flow stress predictor
NEUFC Software module: Hot rolled steels flow stress curves calculation from their chemical composition by the help of neural network
![Neural network basic scheme](https://www.ita-tech.cz/wp-content/uploads/2022/05/NEUFC_01.png)
Software module creation procedure:
- sorting of information on flow stress curves of various grades steels according to their chemical composition,
- creating of universal software module for data analysis with a help of neural network,
- neural network learning with a help of various steel grades flow stress curves file,
- software module implementation into the rolling mill control system (Level 2).
![Steel chemical composition and set of flow stress curves assigned for neural network learning](https://www.ita-tech.cz/wp-content/uploads/2022/05/NEUFC_02.png)
References:
Steel flow stress predictor from chemical composition based on neural networks (GE Power Conversion, Berlin, Germany)
Models of steel forming and thermo-physical properties predictors (Železiarne Podbrezová, Slovakia, 2013)