Tustin neural networks: a class of recurrent nets for adaptive MPC of mechanical systems

Simone Pozzoli, Marco Gallieri, Riccardo Scattolini

The use of recurrent neural networks to represent the dynamics of unstable systems is difficult due to the need to properly initialize their internal states, which in most of the c…