@inproceedings{31bcb24398894bde85ec36f5955066f9,
title = "Hypo/hyperglycemic constrained design of IV insulin control for type 1 diabetic patients with meal and initial condition uncertainties using sequential quadratic programming",
abstract = "The focus of this paper is on the development of an open loop controller for type 1 diabetic patients which is robust to meal and initial condition uncertainties in the presence of hypoand hyperglycemic constraints. Bernstein polynomials are used to parametrize the evolving uncertain blood-glucose. The unique bounding properties of these polynomials are then used to enforce the desired glycemic constraints. A convex optimization problem is posed in the perturbation space of the model and is solved repeatedly to sequentially converge on a sub-optimal solution. The proposed approach is demonstrated on the classic Bergman model for Type 1 diabetic patients.",
author = "Souransu Nandi and Tarunraj Singh",
note = "Publisher Copyright: {\textcopyright} 2018 ASME.; ASME 2018 International Mechanical Engineering Congress and Exposition, IMECE 2018 ; Conference date: 09-11-2018 Through 15-11-2018",
year = "2018",
doi = "10.1115/IMECE201887742",
language = "English",
series = "ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)",
publisher = "American Society of Mechanical Engineers (ASME)",
booktitle = "Biomedical and Biotechnology Engineering",
address = "United States",
}