Master Thesis: Unsupervised Learning of a Dynamic Surrogate Model using DAE-PINNs applied to a dynamic flash model
equation system (DAE), hence preventing the computation of an optimal control sequence in real-time [2]. A common solution is to use a dynamic surrogate model in the optimization to reduce the computational [...] Nonlinear model predictive control, Second Edition. Cham, Switzerland: Springer Berlin Heidelberg, 2017. [2] P. Kumar, J. B. Rawlings, and S. J. Wright, “Industrial, large-scale model predictive control with …
