Machine learning-based model predictive control of diffusion-reaction processes
Aarsh Dodhia, Zhe Wu, Panagiotis D. Christofides
Topics & Concepts
Model predictive controlEigenfunctionNonlinear systemPartial differential equationParabolic partial differential equationGalerkin methodControl theory (sociology)Artificial neural networkReaction–diffusion systemMathematicsApplied mathematicsComputer scienceLyapunov functionMathematical optimizationArtificial intelligenceMathematical analysisControl (management)PhysicsEigenvalues and eigenvectorsQuantum mechanicsModel Reduction and Neural NetworksAdvanced Control Systems OptimizationControl Systems and Identification