On feedforward control using physics-guided neural networks: Training cost regularization and optimized initialization

Max Bolderman, Mircea Lazar, Hans Butler

Performance of model-based feedforward controllers is typically limited by the accuracy of the inverse system dynamics model. Physics-guided neural networks (PGNN), where a known p…