Innovative Production Machines and Systems Conference

Stress-strain curves for NN training set formation

• 256 data point stress-strain curve vectors for each test condition (temperature, strain rate) were built by a fitting method of the original experimental data

• The 3-parameter regression equation is: y = y₀ + a* (1- e^-bx)

• The 32 curves obtained compose the training set for NN learning