AU2015301146B2 - Moving-horizon state-initializer for control applications - Google Patents

Moving-horizon state-initializer for control applications Download PDF

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Publication number
AU2015301146B2
AU2015301146B2 AU2015301146A AU2015301146A AU2015301146B2 AU 2015301146 B2 AU2015301146 B2 AU 2015301146B2 AU 2015301146 A AU2015301146 A AU 2015301146A AU 2015301146 A AU2015301146 A AU 2015301146A AU 2015301146 B2 AU2015301146 B2 AU 2015301146B2
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state
model
time
function
sensor
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AU2015301146A1 (en
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Eyal Dassau
Francis J. Doyle Iii
Ravi L. Gondhalekar
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University of California San Diego UCSD
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University of California Berkeley
University of California San Diego UCSD
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16ZINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00Subject matter not provided for in other main groups of this subclass
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/168Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body
    • A61M5/172Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body electrical or electronic
    • A61M5/1723Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body electrical or electronic using feedback of body parameters, e.g. blood-sugar, pressure
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • G16H20/17ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients delivered via infusion or injection
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/142Pressure infusion, e.g. using pumps
    • A61M2005/14208Pressure infusion, e.g. using pumps with a programmable infusion control system, characterised by the infusion program
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/18General characteristics of the apparatus with alarm
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/50General characteristics of the apparatus with microprocessors or computers
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2230/00Measuring parameters of the user
    • A61M2230/20Blood composition characteristics
    • A61M2230/201Glucose concentration

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Hematology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Anesthesiology (AREA)
  • Vascular Medicine (AREA)
  • Diabetes (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medicinal Chemistry (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • External Artificial Organs (AREA)
  • Infusion, Injection, And Reservoir Apparatuses (AREA)
  • Feedback Control In General (AREA)
AU2015301146A 2014-08-06 2015-08-05 Moving-horizon state-initializer for control applications Active AU2015301146B2 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462034132P 2014-08-06 2014-08-06
US62/034,132 2014-08-06
PCT/US2015/043763 WO2016022650A1 (en) 2014-08-06 2015-08-05 Moving-horizon state-initializer for control applications

Publications (2)

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AU2015301146A1 AU2015301146A1 (en) 2017-03-16
AU2015301146B2 true AU2015301146B2 (en) 2020-06-25

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US (2) US9984773B2 (enExample)
EP (1) EP3177344B1 (enExample)
JP (1) JP6810991B2 (enExample)
CN (1) CN106714874B (enExample)
AU (1) AU2015301146B2 (enExample)
CA (1) CA2957432C (enExample)
WO (1) WO2016022650A1 (enExample)

Families Citing this family (57)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8417311B2 (en) 2008-09-12 2013-04-09 Optiscan Biomedical Corporation Fluid component analysis system and method for glucose monitoring and control
US7959598B2 (en) 2008-08-20 2011-06-14 Asante Solutions, Inc. Infusion pump systems and methods
US9561324B2 (en) 2013-07-19 2017-02-07 Bigfoot Biomedical, Inc. Infusion pump system and method
GB2523989B (en) 2014-01-30 2020-07-29 Insulet Netherlands B V Therapeutic product delivery system and method of pairing
DE102015000845A1 (de) * 2015-01-27 2016-07-28 W.O.M. World Of Medicine Gmbh Verfahren und Vorrichtung zur Regelung der Temperatur des Gasstroms bei medizintechnischen Vorrichtungen
AU2016219961B2 (en) 2015-02-18 2020-07-02 Insulet Corporation Fluid delivery and infusion devices, and methods of use thereof
HK1257246A1 (zh) 2016-01-13 2019-10-18 Bigfoot Biomedical, Inc. 糖尿病管理系统的用户界面
HK1256995A1 (zh) 2016-01-14 2019-10-11 Bigfoot Biomedical, Inc. 药物输送设备、系统和方法中的阻塞解决方案
US10307538B2 (en) 2016-01-14 2019-06-04 Bigfoot Biomedical, Inc. Adjusting insulin delivery rates
US12383166B2 (en) 2016-05-23 2025-08-12 Insulet Corporation Insulin delivery system and methods with risk-based set points
WO2018058041A1 (en) 2016-09-23 2018-03-29 Insulet Corporation Fluid delivery device with sensor
US11096624B2 (en) 2016-12-12 2021-08-24 Bigfoot Biomedical, Inc. Alarms and alerts for medication delivery devices and systems
US11027063B2 (en) 2017-01-13 2021-06-08 Bigfoot Biomedical, Inc. Insulin delivery methods, systems and devices
US10881793B2 (en) 2017-01-13 2021-01-05 Bigfoot Biomedical, Inc. System and method for adjusting insulin delivery
US10758675B2 (en) 2017-01-13 2020-09-01 Bigfoot Biomedical, Inc. System and method for adjusting insulin delivery
US10500334B2 (en) 2017-01-13 2019-12-10 Bigfoot Biomedical, Inc. System and method for adjusting insulin delivery
EP3568860B1 (en) 2017-01-13 2025-12-10 Insulet Corporation Insulin delivery methods, systems and devices
CN116531603A (zh) 2017-05-05 2023-08-04 伊莱利利公司 生理葡萄糖的闭环控制
EP3438858A1 (en) 2017-08-02 2019-02-06 Diabeloop Closed-loop blood glucose control systems and methods
JP7133625B2 (ja) 2017-12-21 2022-09-08 イーライ リリー アンド カンパニー 生理的グルコースの閉ループ制御
USD928199S1 (en) 2018-04-02 2021-08-17 Bigfoot Biomedical, Inc. Medication delivery device with icons
US11565043B2 (en) 2018-05-04 2023-01-31 Insulet Corporation Safety constraints for a control algorithm based drug delivery system
CA3103479A1 (en) 2018-06-22 2019-12-26 Eli Lilly And Company Insulin and pramlintide delivery systems, methods, and devices
CN112789070A (zh) 2018-09-28 2021-05-11 英赛罗公司 人造胰腺系统的活动模式
US11565039B2 (en) 2018-10-11 2023-01-31 Insulet Corporation Event detection for drug delivery system
USD920343S1 (en) 2019-01-09 2021-05-25 Bigfoot Biomedical, Inc. Display screen or portion thereof with graphical user interface associated with insulin delivery
US11801344B2 (en) 2019-09-13 2023-10-31 Insulet Corporation Blood glucose rate of change modulation of meal and correction insulin bolus quantity
US11935637B2 (en) 2019-09-27 2024-03-19 Insulet Corporation Onboarding and total daily insulin adaptivity
EP4069082B1 (en) 2019-12-06 2024-06-05 Insulet Corporation Techniques and devices providing adaptivity and personalization in diabetes treatment
US11833329B2 (en) 2019-12-20 2023-12-05 Insulet Corporation Techniques for improved automatic drug delivery performance using delivery tendencies from past delivery history and use patterns
AU2021206190A1 (en) 2020-01-06 2022-08-18 Insulet Corporation Prediction of meal and/or exercise events based on persistent residuals
EP4100958A1 (en) 2020-02-03 2022-12-14 Insulet Corporation Use of fuzzy logic in predicting user behavior affecting blood glucose concentration
US11551802B2 (en) 2020-02-11 2023-01-10 Insulet Corporation Early meal detection and calorie intake detection
US11986630B2 (en) 2020-02-12 2024-05-21 Insulet Corporation Dual hormone delivery system for reducing impending hypoglycemia and/or hyperglycemia risk
US11547800B2 (en) 2020-02-12 2023-01-10 Insulet Corporation User parameter dependent cost function for personalized reduction of hypoglycemia and/or hyperglycemia in a closed loop artificial pancreas system
US11324889B2 (en) 2020-02-14 2022-05-10 Insulet Corporation Compensation for missing readings from a glucose monitor in an automated insulin delivery system
US12495994B2 (en) 2020-02-20 2025-12-16 Insulet Corporation Meal bolus subcategories in model based insulin therapy
US11607493B2 (en) 2020-04-06 2023-03-21 Insulet Corporation Initial total daily insulin setting for user onboarding
US11132352B1 (en) 2020-05-13 2021-09-28 International Business Machines Corporation Utilizing local IoT devices to reconcile data mismatches
CA3176599A1 (en) 2020-05-27 2021-12-02 Dexcom, Inc. Glucose prediction using machine learning and time series glucose measurements
US12121700B2 (en) 2020-07-22 2024-10-22 Insulet Corporation Open-loop insulin delivery basal parameters based on insulin delivery records
US11684716B2 (en) 2020-07-31 2023-06-27 Insulet Corporation Techniques to reduce risk of occlusions in drug delivery systems
US12128215B2 (en) 2020-09-30 2024-10-29 Insulet Corporation Drug delivery device with integrated optical-based glucose monitor
WO2022072618A1 (en) 2020-09-30 2022-04-07 Insulet Corporation Secure wireless communications between a glucose monitor and other devices
CA3191704A1 (en) * 2021-01-25 2022-07-28 Dexcom, Inc. Bayesian framework for personalized model identification and prediction of future blood glucose in type 1 diabetes using easily accessible patient data
US11160925B1 (en) 2021-01-29 2021-11-02 Insulet Corporation Automatic drug delivery system for delivery of a GLP-1 therapeutic
US12431229B2 (en) 2021-03-10 2025-09-30 Insulet Corporation Medicament delivery device with an adjustable and piecewise analyte level cost component to address persistent positive analyte level excursions
US11904140B2 (en) 2021-03-10 2024-02-20 Insulet Corporation Adaptable asymmetric medicament cost component in a control system for medicament delivery
CN113223721B (zh) * 2021-03-23 2022-07-12 杭州电子科技大学 一种新型冠状病毒肺炎的预测控制模型
US12496398B2 (en) 2021-05-28 2025-12-16 Insulet Corporation Threshold based automatic glucose control response
US12406760B2 (en) 2021-06-07 2025-09-02 Insulet Corporation Exercise safety prediction based on physiological conditions
US12514980B2 (en) 2021-06-30 2026-01-06 Insulet Corporation Adjustment of medicament delivery by a medicament delivery device based on menstrual cycle phase
US12521486B2 (en) 2021-07-16 2026-01-13 Insulet Corporation Method for modification of insulin delivery during pregnancy in automatic insulin delivery systems
US11738144B2 (en) 2021-09-27 2023-08-29 Insulet Corporation Techniques enabling adaptation of parameters in aid systems by user input
US11439754B1 (en) 2021-12-01 2022-09-13 Insulet Corporation Optimizing embedded formulations for drug delivery
WO2024147928A1 (en) 2023-01-06 2024-07-11 Insulet Corporation Automatically or manually initiated meal bolus delivery with subsequent automatic safety constraint relaxation
CN117170238B (zh) * 2023-09-15 2024-04-16 四川大学 基于协作分布式mpc的异构无人机集群搜索算法

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100262117A1 (en) * 2007-11-02 2010-10-14 University Of Virginia Patent Foundation Predictive control based system and method for control of insulin delivery in diabetes using glucose sensing
US20120215087A1 (en) * 2009-11-02 2012-08-23 Universita Degli Studi Di Padova Method to recalibrate continuous glucose monitoring data on-line

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8774886B2 (en) * 2006-10-04 2014-07-08 Dexcom, Inc. Analyte sensor
US8364231B2 (en) * 2006-10-04 2013-01-29 Dexcom, Inc. Analyte sensor
US20080269714A1 (en) * 2007-04-25 2008-10-30 Medtronic Minimed, Inc. Closed loop/semi-closed loop therapy modification system
US7717903B2 (en) * 2007-09-06 2010-05-18 M2 Group Holdings, Inc. Operating an infusion pump system
US7695434B2 (en) * 2007-10-19 2010-04-13 Lifescan Scotland, Ltd. Medical device for predicting a user's future glycemic state
DE112009000224T5 (de) * 2008-01-31 2011-01-05 Fisher-Rosemount Systems, Inc., Austin Robuster andaptiver modellprädiktiver Regler mit Abstimmung zum Ausgleich einer Modellfehlanpassung
US8734422B2 (en) * 2008-08-31 2014-05-27 Abbott Diabetes Care Inc. Closed loop control with improved alarm functions
US20100057040A1 (en) * 2008-08-31 2010-03-04 Abbott Diabetes Care, Inc. Robust Closed Loop Control And Methods
US8062249B2 (en) * 2009-03-31 2011-11-22 Abbott Diabetes Care Inc. Overnight closed-loop insulin delivery with model predictive control and glucose measurement error model
WO2010135654A2 (en) * 2009-05-22 2010-11-25 Abbott Diabetes Care Inc. Safety features for integrated insulin delivery system
US8597274B2 (en) * 2009-05-22 2013-12-03 Abbott Diabetes Care Inc. Usability features for integrated insulin delivery system
EP2432393A2 (en) * 2009-05-22 2012-03-28 Abbott Diabetes Care, Inc. Method and system for reducing false hypoglycemia alarm occurrence
WO2011014851A1 (en) * 2009-07-31 2011-02-03 Abbott Diabetes Care Inc. Method and apparatus for providing analyte monitoring system calibration accuracy
US20110313680A1 (en) * 2010-06-22 2011-12-22 Doyle Iii Francis J Health Monitoring System
EP2628115B1 (en) * 2010-10-12 2015-06-03 The Regents of The University of California Insulin delivery device
CA3101645A1 (en) * 2011-09-28 2013-04-04 Abbott Diabetes Care, Inc. Methods, devices and systems for analyte monitoring management
WO2013104006A2 (en) * 2012-01-08 2013-07-11 Sensor Platforms, Inc. System and method for calibrating sensors for different operating environments
US9907909B2 (en) * 2012-12-20 2018-03-06 Animas Corporation Method and system for a hybrid control-to-target and control-to-range model predictive control of an artificial pancreas
EP2943150B1 (en) * 2013-01-14 2018-12-05 The Regents of The University of California Daily periodic target-zone modulation in the model predictive control problem for artificial pancreas for type i diabetes applications
US9486171B2 (en) * 2013-03-15 2016-11-08 Tandem Diabetes Care, Inc. Predictive calibration
CN103605878B (zh) * 2013-08-19 2016-03-30 浙江大学 一种基于数据建模和模型移植的通用血糖预测方法
CN103793594A (zh) * 2013-12-30 2014-05-14 上海交通大学医学院附属瑞金医院 一种构建肠道-胰岛调控轴相关功能评估模型的方法与应用
US10314547B2 (en) * 2014-04-09 2019-06-11 Halo Wearables LLC Calibration of a wearable medical device
US9949673B2 (en) * 2014-08-26 2018-04-24 MAXIM lNTEGRATED PRODUCTS, INC. System, method and apparatus with multiple reservoirs for in situ calibration of implantable sensors

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100262117A1 (en) * 2007-11-02 2010-10-14 University Of Virginia Patent Foundation Predictive control based system and method for control of insulin delivery in diabetes using glucose sensing
US20120215087A1 (en) * 2009-11-02 2012-08-23 Universita Degli Studi Di Padova Method to recalibrate continuous glucose monitoring data on-line

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
GONDHALEKAR, R. et al., "MPC design for rapid pump-attenuation and expedited hyperglycemia response to treat T1DM with an Artificial Pancreas", 2013 AMERICAN CONTROL CONFERENCE, 4 June 2014, pages 4224 - 4230. *

Also Published As

Publication number Publication date
CA2957432C (en) 2017-07-25
US9984773B2 (en) 2018-05-29
CA2957432A1 (en) 2016-02-11
AU2015301146A1 (en) 2017-03-16
US11189381B2 (en) 2021-11-30
JP2017523852A (ja) 2017-08-24
WO2016022650A1 (en) 2016-02-11
EP3177344B1 (en) 2023-06-28
JP6810991B2 (ja) 2021-01-13
CN106714874B (zh) 2019-10-08
EP3177344A1 (en) 2017-06-14
US20170147781A1 (en) 2017-05-25
EP3177344A4 (en) 2017-08-09
US20180277253A1 (en) 2018-09-27
CN106714874A (zh) 2017-05-24

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