MPC-based artificial pancreas: Strategies for individualization and meal compensation

Model-predictive control (MPC) algorithms have shown encouraging results for use in a closed-loop artificial pancreas system. This article describes a linear-MPC structure that can incorporate knowledge from conventional insulin therapy into a closed-loop AP.