Adaptive zone model predictive control with a glucose and velocity dependent dynamic cost function for an artificial pancreas
US-12128212-B2 · Oct 29, 2024 · US
US9849239B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9849239-B2 |
| Application number | US-201313966120-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 13, 2013 |
| Priority date | Aug 30, 2012 |
| Publication date | Dec 26, 2017 |
| Grant date | Dec 26, 2017 |
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A controller for an insulin infusion device includes a processor device and a memory element that cooperate to provide a processor-implemented closed-loop insulin limit module. The insulin limit module is operated to obtain: a fasting blood glucose value of a user; a total daily insulin value of the user; and fasting insulin delivery data that is indicative of insulin delivered to the user during a fasting period. The insulin limit module calculates a maximum insulin infusion rate for the user based on the fasting blood glucose value, the total daily insulin value, and the fasting insulin delivery data. The maximum insulin infusion rate is applicable during a period of closed-loop operation of the insulin infusion device.
Opening claim text (preview).
What is claimed is: 1. An insulin infusion device comprising: an insulin reservoir for insulin to be delivered from the insulin infusion device to a user; a processor architecture comprising at least one processor device; and at least one memory element associated with the processor architecture, the at least one memory element storing processor-executable instructions that, when executed by the processor architecture, perform a method of controlling closed-loop delivery of insulin from the insulin reservoir to the user, the method comprising: calculating a maximum insulin infusion rate for the user based on a fasting blood glucose value associated with the user, a total daily insulin value associated with the user, and fasting insulin delivery data that is indicative of insulin delivered to the user during a fasting period, wherein the maximum insulin infusion rate is applicable during a period of closed-loop operation of the insulin infusion device; obtaining a first closed-loop insulin infusion rate for the user, wherein the first closed-loop insulin infusion rate is obtained for a current sampling point during the period of closed-loop operation; providing a second closed-loop insulin infusion rate for the user when the obtained first closed-loop insulin infusion rate is greater than the calculated maximum insulin infusion rate, wherein the second closed-loop insulin infusion rate is less than the first closed-loop insulin infusion rate; and operating the insulin infusion device in a closed-loop mode to continuously deliver insulin from the insulin reservoir to the user in accordance with either the first closed-loop insulin infusion rate or the second closed-loop insulin infusion rate. 2. The insulin infusion device of claim 1 , wherein the provided second closed-loop insulin infusion rate is equal to the calculated maximum insulin infusion rate. 3. The insulin infusion device of claim 1 , wherein: the first closed-loop insulin infusion rate is calculated in accordance with a proportional-integral-derivative insulin feedback (PID-IFB) control algorithm; and the method performed by the processor-executable instructions further comprises the step of inhibiting windup of an integral component of the PID-IFB control algorithm when the obtained first closed-loop insulin infusion rate is greater than the calculated maximum insulin infusion rate. 4. The insulin infusion device of claim 3 , wherein inhibiting windup of the integral component comprises: freezing the integral component while permitting continued updating of a proportional component of the PID-IFB control algorithm, and while permitting continued updating of a derivative component of the PID-IFB control algorithm. 5. The insulin infusion device of claim 4 , wherein the method performed by the processor-executable instructions further comprises: unfreezing the integral component when a third closed-loop insulin infusion rate for the user is less than or equal to the calculated maximum insulin infusion rate, wherein the third closed-loop insulin infusion rate is obtained for a subsequent sampling point during the period of closed-loop operation, the subsequent sampling point occurring after the current sampling point. 6. The insulin infusion device of claim 1 , wherein the fasting insulin delivery data is correlated to the fasting blood glucose value. 7. The insulin infusion device of claim 1 , wherein: the maximum insulin infusion rate is calculated in accordance with the expression Umax = I basal , 0 + BG LBL - FBG 0 KI ; Umax is the maximum insulin infusion rate, expressed in Units/hour; I basal,0 is an estimated basal rate that results in the fasting blood glucose value for the user, expressed in Units/hour; BG LBL is a lower blood glucose limit, expressed in mg/dL, and corresponding to operation of the insulin infusion device at Umax; FBG 0 is the fasting blood glucose value, expressed in mg/dL; and KI is an insulin gain value, expressed in mg dL per Units hour . 8. The insulin infusion device of claim 7 , wherein: KI = - IS * 3 ( mg dL per Units hour ) ; IS is an insulin sensitivity value for the user, expressed in mg/dL/Units; and IS is derived from the total daily insulin value obtained for the user. 9. The insulin infusion device of claim 8 , wherein: IS = 1800 TDI ; and TDI is the total daily insulin value obtained for the user, expressed in Units. 10. The insulin infusion device of claim 1 , wherein: the electronic device comprises a monitor device for the insulin infusion device; and the monitor device and the insulin infusion device are physically distinct hardware devices. 11. The electronic insulin infusion device of claim 1 , wherein the electronic device comprises the insulin infusion device. 12. The insulin infusion device of claim 1 , wherein: the electronic device comprises a portable wireless device; and the portable wireless device and the insulin infusion device are physically distinct hardware devices. 13. A tangible and non-transitory electronic storage medium having processor-executable instructi
Physics · mapped topic
invasive, e.g. introduced into the body by a catheter or needle or using implanted sensors (A61B5/1459, A61B5/1464, A61B5/1473, A61B5/1482, A61B5/14865 take precedence) · CPC title
combined with drug delivery · CPC title
for measuring glucose, e.g. by tissue impedance measurement · CPC title
using feedback of body parameters, e.g. blood-sugar, pressure (measurement of body parameters A61B5/00) · CPC title
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