Zone Model Predictive Control: A Strategy to Minimize Hyper- and Hypoglycemic Events

2010205 citationsJournal Articlebronze Open Access

Authors

Benyamin Grosman · Sansum Diabetes Research Institute

Eyal Dassau · University of California, Santa Barbara

Howard Zisser · Sansum Diabetes Research Institute

Lois Jovanovič · University of California, Santa Barbara

Francis J. Doyle · University of California, Santa Barbara

Abstract

Zone-MPC reduces the variability of control moves over fixed set point control without the need to detune the controller. This strategy gives zone-MPC the ability to act quickly when needed and reduce unnecessary control moves in the euglycemic range.

Topics & Keywords

Diabetes Management and Research Pancreatic function and diabetes Advanced Control Systems Optimization

UN Sustainable Development Goals

Good health and well-being

Publication Details

Published in: Journal of Diabetes Science and Technology

Volume 4, Issue 4, pp. 961-975

DOI: 10.1177/193229681000400428

Field-Weighted Citation Impact: 8.14