Design and Evaluation of a Robust PID Controller for a Fully Implantable Artificial Pancreas

被引:62
作者
Huyett, Lauren M. [1 ]
Dassau, Eyal [1 ]
Zisser, Howard C. [1 ]
Doyle, Francis J., III [1 ]
机构
[1] Univ Calif Santa Barbara, Dept Chem Engn, Santa Barbara, CA 93106 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
INSULIN-PUMP THERAPY; CLOSED-LOOP SYSTEM; SUBCUTANEOUS INSULIN; GLYCEMIC CONTROL; INTRAPERITONEAL; GLUCOSE; DELIVERY; INFUSION; HYPOGLYCEMIA; FEASIBILITY;
D O I
10.1021/acs.iecr.5b01237
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Treatment of type 1 diabetes mellitus could be greatly improved by applying a closed-loop control strategy to insulin delivery, also known as an artificial pancreas (AP). In this work, we outline the design of a fully implantable AP using intraperitoneal (IP) insulin delivery and glucose sensing. The design process utilizes the rapid glucose sensing and insulin action offered by the IP space to tune a PM controller with insulin feedback to provide safe and effective insulin delivery. The controller was tuned to meet robust performance and stability specifications. An anti-reset windup strategy was introduced to prevent dangerous undershoot toward hypoglycemia after a large meal disturbance. The final controller design achieved 78% of time within the tight glycemic range of 80-140 mg/dL, with no time spent in hypoglycemia. The next step is to test this controller design in an animal model to evaluate the in vivo performance.
引用
收藏
页码:10311 / 10321
页数:11
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