Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization

Daniel Mayfrank, Na Young Ahn, Alexander Mitsos +1

Mechanistic dynamic process models may be too computationally expensive to be usable as part of a real-time capable predictive controller. We present a method for end-to-end learni…