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      KCI등재 SCIE SCOPUS

      Integral-event-triggered H∞ Blood Glucose Control of Type 1 Diabetes via Artificial Pancreas

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      https://www.riss.kr/link?id=A109009050

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      다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

      This technical note is concerned with the event-triggered H∞ blood glucose regulation issue of type 1 diabetes by using networked artificial pancreas (AP). In order to improve the service life of AP, an integral-eventtriggered scheme (IETS) is presented to reduce the releasing rate of control signal and the updating times of insulin pump. Compared with the normal event-triggered scheme (ETS), the proposed scheme can generate a larger interevent time by utilizing the integration of the triggering condition in normal ETS. To maintain the blood glucose concentration (BGC) within standard range, the co-design conditions of triggering parameter and H∞ controller are derived by linear matrix inequalities (LMIs). Finally, the validity of the developed strategy is verified through some simulation results.
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      This technical note is concerned with the event-triggered H∞ blood glucose regulation issue of type 1 diabetes by using networked artificial pancreas (AP). In order to improve the service life of AP, an integral-eventtriggered scheme (IETS) is prese...

      This technical note is concerned with the event-triggered H∞ blood glucose regulation issue of type 1 diabetes by using networked artificial pancreas (AP). In order to improve the service life of AP, an integral-eventtriggered scheme (IETS) is presented to reduce the releasing rate of control signal and the updating times of insulin pump. Compared with the normal event-triggered scheme (ETS), the proposed scheme can generate a larger interevent time by utilizing the integration of the triggering condition in normal ETS. To maintain the blood glucose concentration (BGC) within standard range, the co-design conditions of triggering parameter and H∞ controller are derived by linear matrix inequalities (LMIs). Finally, the validity of the developed strategy is verified through some simulation results.

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      참고문헌 (Reference)

      1 S. Yan, "Synchronization of delayed fuzzy neural networks with probabilistic communication delay and its application to image encryption" 31 (31): 930-940, 2023

      2 Ibrahima N’Doye ; Holger Voos ; Mohamed Darouach ; Jochen G. Schneider, "Static output feedback H∞ control for a fractional-order glucose-insulin system" 13 (13): 798-807, 2015

      3 S. Yan, "Sampled memoryevent-triggered fuzzy load frequency control for wind power systems subject to outliers and transmission delays" 31 (31): 930-940, 2023

      4 S. Yan, "Robust H∞ control of T–S fuzzy blood glucose regulation system via adaptive eventtriggered scheme" 83 : 104643-, 2023

      5 R. N. Bergman, "Physiologic evaluation of factors controlling glucose tolerance in man : Measurement of insulin sensitivity and beta-cell glucose sensitivity from the response to intravenous glucose" 68 (68): 1456-1467, 1981

      6 I. M. Tolic, "Modeling the insulin–glucose feedback system : The significance of pulsatile insulin secretion" 207 (207): 361-375, 2000

      7 P. Dua, "Model-based blood glucose control for type 1 diabetes via parametric programming" 53 (53): 1478-1491, 2006

      8 Z. Gu, "Memory-eventtriggered fault detection of networked IT2 TS fuzzy systems" 53 (53): 743-752, 2022

      9 K. Levente, "Glucose-insulin control of type1 diabetic patients in H2/H∞ space via computer algebra" Springer 95-109, 2007

      10 A. Borri, "Finite-dimensional periodic event-triggered control of nonlinear time-delay systems with an application to the artificial pancreas" 5 (5): 31-36, 2021

      1 S. Yan, "Synchronization of delayed fuzzy neural networks with probabilistic communication delay and its application to image encryption" 31 (31): 930-940, 2023

      2 Ibrahima N’Doye ; Holger Voos ; Mohamed Darouach ; Jochen G. Schneider, "Static output feedback H∞ control for a fractional-order glucose-insulin system" 13 (13): 798-807, 2015

      3 S. Yan, "Sampled memoryevent-triggered fuzzy load frequency control for wind power systems subject to outliers and transmission delays" 31 (31): 930-940, 2023

      4 S. Yan, "Robust H∞ control of T–S fuzzy blood glucose regulation system via adaptive eventtriggered scheme" 83 : 104643-, 2023

      5 R. N. Bergman, "Physiologic evaluation of factors controlling glucose tolerance in man : Measurement of insulin sensitivity and beta-cell glucose sensitivity from the response to intravenous glucose" 68 (68): 1456-1467, 1981

      6 I. M. Tolic, "Modeling the insulin–glucose feedback system : The significance of pulsatile insulin secretion" 207 (207): 361-375, 2000

      7 P. Dua, "Model-based blood glucose control for type 1 diabetes via parametric programming" 53 (53): 1478-1491, 2006

      8 Z. Gu, "Memory-eventtriggered fault detection of networked IT2 TS fuzzy systems" 53 (53): 743-752, 2022

      9 K. Levente, "Glucose-insulin control of type1 diabetic patients in H2/H∞ space via computer algebra" Springer 95-109, 2007

      10 A. Borri, "Finite-dimensional periodic event-triggered control of nonlinear time-delay systems with an application to the artificial pancreas" 5 (5): 31-36, 2021

      11 P. Tabuada, "Event-triggered real-time scheduling of stabilizing control tasks" 52 : 1680-1685, 2007

      12 A. Chakrabarty, "Event-triggered model predictive control for embedded artificial pancreas systems" 65 (65): 575-586, 2017

      13 Pan Yang ; An Zhang ; Ding Zhou, "Event-triggered finitetime formation control for multiple unmanned aerial vehicles with input saturation" 19 (19): 1760-1773, 2021

      14 X. Sun, "Event-triggered H∞filtering for cyber–physical systems against DoS attacks" 53 (53): 2705-2715, 2023

      15 T. Yin, "Event-based intermittent formation control of multi-UAV systems under deception attacks" 1-12, 2022

      16 H. Li, "Event triggered control for Markovian jump systems with partially unknown transition probabilities and actuator saturation" 353 : 1848-1861, 2016

      17 F. Golestani, "Delay-independent regulation of blood glucose for type-1 diabetes mellitus patients via an observer-based predictor feedback approach by considering quantization constraints" 63 : 240-252, 2022

      18 Shiyu Jiao ; Jianwei Xia ; Zhen Wang ; Xiangyong Chen ; Jing Wang ; Hao Shen, "An improved result on stability analysis of delayed load frequency control power systems" 19 (19): 1633-1639, 2021

      19 S. Yan, "Adaptive memoryevent-triggered static output control of TS fuzzy wind turbine systems" 30 (30): 3894-3904, 2022

      20 E. D. Lehmann, "A physiological model of glucose-insulin interaction in type 1 diabetes mellitus" 14 (14): 235-242, 1992

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