Constraints-Informed Neural-Laguerre Approximation of Nonlinear MPC with Application in Power Electronics

Duo Xu, Rody Aerts, Petros Karamanakos +1

This paper considers learning online (implicit) nonlinear model predictive control (MPC) laws using neural networks and Laguerre functions. Firstly, we parameterize the control seq…