Neural networks in process control

Deterministic global nonlinear model predictive control with neural networks embedded

Nonlinear model predictive control requires the solution of nonlinear programs with potentially multiple local solutions. Here, deterministic global optimization can guarantee to find a global optimum. However, its application is currently severely …