Plasma-insulin-cognizant adaptive model predictive control for artificial pancreas systems

• Published in: Journal of process control Vol. 77; pp. 97 - 113
• Main Authors: Hajizadeh, Iman, Rashid, Mudassir, Cinar, Ali
• Format: Journal Article
• Language: English
• Published: England Elsevier Ltd 01.05.2019
• Subjects: Adaptive model predictive control; Artificial pancreas system; Dynamic constraint adjustment; Insulin on board; Plasma insulin concentration; Recursive subspace identification; Recursive subspace identification; Insulin on board; Adaptive model predictive control; Artificial pancreas system; Plasma insulin concentration; Dynamic constraint adjustment; recursive subspace identification; plasma insulin concentration; dynamic constraint adjustment; adaptive model predictive control; artificial pancreas system; insulin on board

•An adaptive model predictive control (MPC) with dynamic safety constraint.•Recursive subspace-based system identification to identify stable, high-fidelity linear time-varying models from closed-loop data.•Artificial pancreas system with plasma insulin concentration estimation to prevent insulin ov...