Neural Network-based Process Simulator
Material
Owens Corning OC-E701 polyester system
Architecture
Feed-forward network with
- 6 input neurons (5 cure cycle parameters, 1 laminate thickness); 5 output neurons (obj. function & constraints)
- 22 hidden neurons
Training
Using 5000 parametric data sets from the process model
Testing
5000 test cases; About 40% outside the training range