CN106714874B - 用于控制应用的滚动时域状态初始化器 - Google Patents
用于控制应用的滚动时域状态初始化器 Download PDFInfo
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- CN106714874B CN106714874B CN201580051005.XA CN201580051005A CN106714874B CN 106714874 B CN106714874 B CN 106714874B CN 201580051005 A CN201580051005 A CN 201580051005A CN 106714874 B CN106714874 B CN 106714874B
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/50—ICT 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/14—Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
- A61M5/168—Means 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
- A61M5/172—Means 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
- A61M5/1723—Means 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
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/10—ICT 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
- G16H20/17—ICT 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
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT 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
- G16H40/60—ICT 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
- G16H40/63—ICT 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/14—Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
- A61M5/142—Pressure infusion, e.g. using pumps
- A61M2005/14208—Pressure infusion, e.g. using pumps with a programmable infusion control system, characterised by the infusion program
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M2205/00—General characteristics of the apparatus
- A61M2205/18—General characteristics of the apparatus with alarm
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M2205/00—General characteristics of the apparatus
- A61M2205/50—General characteristics of the apparatus with microprocessors or computers
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES 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
- A61M2230/00—Measuring parameters of the user
- A61M2230/20—Blood composition characteristics
- A61M2230/201—Glucose concentration
Landscapes
- 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)
- Diabetes (AREA)
- Veterinary Medicine (AREA)
- Animal Behavior & Ethology (AREA)
- Hematology (AREA)
- Heart & Thoracic Surgery (AREA)
- Anesthesiology (AREA)
- Vascular Medicine (AREA)
- Data Mining & Analysis (AREA)
- General Business, Economics & Management (AREA)
- Business, Economics & Management (AREA)
- Pathology (AREA)
- Databases & Information Systems (AREA)
- Medicinal Chemistry (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Chemical & Material Sciences (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)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201462034132P | 2014-08-06 | 2014-08-06 | |
| US62/034132 | 2014-08-06 | ||
| PCT/US2015/043763 WO2016022650A1 (en) | 2014-08-06 | 2015-08-05 | Moving-horizon state-initializer for control applications |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106714874A CN106714874A (zh) | 2017-05-24 |
| CN106714874B true CN106714874B (zh) | 2019-10-08 |
Family
ID=55264479
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201580051005.XA Active CN106714874B (zh) | 2014-08-06 | 2015-08-05 | 用于控制应用的滚动时域状态初始化器 |
Country Status (7)
| Country | Link |
|---|---|
| US (2) | US9984773B2 (https=) |
| EP (1) | EP3177344B1 (https=) |
| JP (1) | JP6810991B2 (https=) |
| CN (1) | CN106714874B (https=) |
| AU (1) | AU2015301146B2 (https=) |
| CA (1) | CA2957432C (https=) |
| WO (1) | WO2016022650A1 (https=) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12205718B2 (en) | 2020-05-27 | 2025-01-21 | Dexcom, Inc. | Glucose prediction using machine learning and time series glucose measurements |
| US12594040B2 (en) | 2021-01-25 | 2026-04-07 | Dexcom, Inc. | Bayesian framework for personalized model identification and prediction of future blood glucose in type 1 diabetes using easily accessible patient data |
Families Citing this family (61)
| 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 |
| WO2009049252A1 (en) | 2007-10-10 | 2009-04-16 | 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 |
| CN111905188B (zh) | 2015-02-18 | 2022-07-22 | 英赛罗公司 | 流体输送和输注装置及其使用方法 |
| US10275573B2 (en) | 2016-01-13 | 2019-04-30 | Bigfoot Biomedical, Inc. | User interface for diabetes management system |
| US10806859B2 (en) | 2016-01-14 | 2020-10-20 | Bigfoot Biomedical, Inc. | Adjusting insulin delivery rates |
| 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 |
| 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 |
| CA3037432A1 (en) | 2016-12-12 | 2018-06-21 | Bigfoot Biomedical, Inc. | Alarms and alerts for medication delivery devices and related systems and methods |
| US10583250B2 (en) | 2017-01-13 | 2020-03-10 | Bigfoot Biomedical, Inc. | System and method for adjusting insulin delivery |
| US10881793B2 (en) | 2017-01-13 | 2021-01-05 | Bigfoot Biomedical, Inc. | System and method for adjusting insulin delivery |
| EP4708311A2 (en) | 2017-01-13 | 2026-03-11 | Insulet Corporation | Insulin delivery methods, systems and devices |
| 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 |
| CA3198598A1 (en) | 2017-05-05 | 2018-11-08 | Eli Lilly And Company | Closed loop control of physiological glucose |
| EP3438858A1 (en) | 2017-08-02 | 2019-02-06 | Diabeloop | Closed-loop blood glucose control systems and methods |
| WO2019125932A1 (en) | 2017-12-21 | 2019-06-27 | Eli Lilly And Company | Closed loop control of physiological glucose |
| USD928199S1 (en) | 2018-04-02 | 2021-08-17 | Bigfoot Biomedical, Inc. | Medication delivery device with icons |
| EP3788628B1 (en) | 2018-05-04 | 2024-12-11 | Insulet Corporation | Safety constraints for a control algorithm-based drug delivery system |
| US12562251B1 (en) | 2018-05-09 | 2026-02-24 | Bigfoot Biomedical, Inc. | Computing architecture for assuring the provenance of medication therapy related parameters, and related systems, methods and devices |
| CN112313754A (zh) | 2018-06-22 | 2021-02-02 | 伊莱利利公司 | 胰岛素和普兰林肽输送系统、方法和设备 |
| US11628251B2 (en) | 2018-09-28 | 2023-04-18 | Insulet Corporation | Activity mode for artificial pancreas system |
| EP3864668A1 (en) | 2018-10-11 | 2021-08-18 | 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 |
| WO2021113647A1 (en) | 2019-12-06 | 2021-06-10 | 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 |
| JP7512395B2 (ja) | 2020-01-06 | 2024-07-08 | インスレット コーポレイション | 持続する残差に基づく食事および/または運動行為の予測 |
| US12370307B2 (en) | 2020-02-03 | 2025-07-29 | Insulet Corporation | Use of fuzzy logic in predicting user behavior affecting blood glucose concentration in a closed loop control system of an automated insulin delivery device |
| US11551802B2 (en) | 2020-02-11 | 2023-01-10 | Insulet Corporation | Early meal detection and calorie intake detection |
| 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 |
| US11986630B2 (en) | 2020-02-12 | 2024-05-21 | Insulet Corporation | Dual hormone delivery system for reducing impending hypoglycemia and/or hyperglycemia risk |
| 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 |
| WO2022020197A1 (en) | 2020-07-22 | 2022-01-27 | 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 |
| US12569619B2 (en) | 2020-09-21 | 2026-03-10 | Insulet Corporation | Techniques for determining automated insulin delivery dosages |
| EP4221588A1 (en) | 2020-09-30 | 2023-08-09 | Insulet Corporation | Secure wireless communications between a glucose monitor and other devices |
| WO2022072332A1 (en) | 2020-09-30 | 2022-04-07 | Insulet Corporation | Drug delivery device with integrated optical-based glucose monitor |
| US11160925B1 (en) | 2021-01-29 | 2021-11-02 | Insulet Corporation | Automatic drug delivery system for delivery of a GLP-1 therapeutic |
| EP4305636A1 (en) | 2021-03-10 | 2024-01-17 | Insulet Corporation | A 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 |
| US12592306B2 (en) | 2021-04-28 | 2026-03-31 | Insulet Corporation | Devices and methods for initialization of drug delivery devices using measured analyte sensor information |
| US12496398B2 (en) | 2021-05-28 | 2025-12-16 | Insulet Corporation | Threshold based automatic glucose control response |
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| 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 |
| WO2023049900A1 (en) | 2021-09-27 | 2023-03-30 | 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 |
| EP4243030A1 (en) | 2022-03-09 | 2023-09-13 | Insulet Corporation | Adjusting medicament delivery parameters in an open loop medicament delivery mode |
| CN120457493A (zh) | 2023-01-06 | 2025-08-08 | 英赛罗公司 | 自动或手动启动的随餐推注输送及随后的自动安全约束放宽 |
| 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 (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2010114929A1 (en) * | 2009-03-31 | 2010-10-07 | Abbott Diabetes Care Inc. | Overnight closed-loop insulin delivery with model predictive control and glucose measurement error model |
| CN103605878A (zh) * | 2013-08-19 | 2014-02-26 | 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 |
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| WO2012051344A2 (en) * | 2010-10-12 | 2012-04-19 | Regents Of The University Of California, The | Maintaining multiple defined physiological zones using model predictive control |
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-
2015
- 2015-08-05 AU AU2015301146A patent/AU2015301146B2/en active Active
- 2015-08-05 WO PCT/US2015/043763 patent/WO2016022650A1/en not_active Ceased
- 2015-08-05 JP JP2017506924A patent/JP6810991B2/ja active Active
- 2015-08-05 CA CA2957432A patent/CA2957432C/en active Active
- 2015-08-05 EP EP15829714.3A patent/EP3177344B1/en active Active
- 2015-08-05 CN CN201580051005.XA patent/CN106714874B/zh active Active
-
2017
- 2017-02-04 US US15/424,824 patent/US9984773B2/en active Active
-
2018
- 2018-05-27 US US15/990,634 patent/US11189381B2/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2010114929A1 (en) * | 2009-03-31 | 2010-10-07 | Abbott Diabetes Care Inc. | Overnight closed-loop insulin delivery with model predictive control and glucose measurement error model |
| CN103605878A (zh) * | 2013-08-19 | 2014-02-26 | 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 |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12205718B2 (en) | 2020-05-27 | 2025-01-21 | Dexcom, Inc. | Glucose prediction using machine learning and time series glucose measurements |
| US12354742B2 (en) | 2020-05-27 | 2025-07-08 | Dexcom, Inc. | Glucose prediction using machine learning and time series glucose measurements |
| US12594040B2 (en) | 2021-01-25 | 2026-04-07 | Dexcom, Inc. | Bayesian framework for personalized model identification and prediction of future blood glucose in type 1 diabetes using easily accessible patient data |
Also Published As
| Publication number | Publication date |
|---|---|
| EP3177344A4 (en) | 2017-08-09 |
| EP3177344B1 (en) | 2023-06-28 |
| US11189381B2 (en) | 2021-11-30 |
| AU2015301146B2 (en) | 2020-06-25 |
| JP2017523852A (ja) | 2017-08-24 |
| WO2016022650A1 (en) | 2016-02-11 |
| US9984773B2 (en) | 2018-05-29 |
| US20170147781A1 (en) | 2017-05-25 |
| EP3177344A1 (en) | 2017-06-14 |
| US20180277253A1 (en) | 2018-09-27 |
| CN106714874A (zh) | 2017-05-24 |
| JP6810991B2 (ja) | 2021-01-13 |
| CA2957432A1 (en) | 2016-02-11 |
| CA2957432C (en) | 2017-07-25 |
| AU2015301146A1 (en) | 2017-03-16 |
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