Model Predictive Control of Blood Glucose for Type 1 Diabetic Rats in a Cyber-Physical System

Procedia Manufacturing ◽

10.1016/j.promfg.2020.01.366 ◽

2019 ◽

Vol 39 ◽

pp. 341-348

Author(s):

Hoo Sang Ko ◽

Ramin Balouchzadeh ◽

Guney Uzun ◽

H. Felix Lee ◽

Sarah Park ◽

...

Keyword(s):

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Physical System ◽

Diabetic Rats ◽

Cyber Physical System

Download Full-text

Multi-parametric model predictive control-based regulation of blood glucose in type 1 diabetics under unmeasured meal disturbances: a simulation study

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2014.059342 ◽

2014 ◽

Vol 14 (2) ◽

pp. 105 ◽

Cited By ~ 1

Author(s):

Velswamy Kirubakaran ◽

T.K. Radhakrishnan ◽

Natarajan Sivakumaran

Keyword(s):

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Simulation Study ◽

Parametric Model

Download Full-text

Simultaneous model predictive control and moving horizon estimation for blood glucose regulation in Type 1 diabetes

Optimal Control Applications and Methods ◽

10.1002/oca.2388 ◽

2017 ◽

Vol 39 (2) ◽

pp. 904-918 ◽

Cited By ~ 8

Author(s):

David A. Copp ◽

Ravi Gondhalekar ◽

João P. Hespanha

Keyword(s):

Type 1 Diabetes ◽

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Glucose Regulation ◽

Moving Horizon Estimation ◽

Blood Glucose Regulation ◽

Simultaneous Model

Download Full-text

An efficient nonlinear explicit model predictive control to regulate blood glucose in type-1 diabetic patient under parametric uncertainties

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103166 ◽

2022 ◽

Vol 71 ◽

pp. 103166

Author(s):

Debasis Acharya ◽

Dushmanta Kumar Das

Keyword(s):

Blood Glucose ◽

Model Predictive Control ◽

Diabetic Patient ◽

Predictive Control ◽

Parametric Uncertainties ◽

Explicit Model ◽

Explicit Model Predictive Control

Download Full-text

Modeling driver's car-following behavior based on hidden Markov model and model predictive control: A cyber-physical system approach

2017 11th Asian Control Conference (ASCC) ◽

10.1109/ascc.2017.8287152 ◽

2017 ◽

Author(s):

Ting Qu ◽

Shuyou Yu ◽

Zhuqing Shi ◽

Hong Chen

Keyword(s):

Model Predictive Control ◽

Markov Model ◽

Hidden Markov Model ◽

Predictive Control ◽

Physical System ◽

System Approach ◽

Hidden Markov ◽

Cyber Physical System ◽

Car Following ◽

Behavior Based

Download Full-text

Model Predictive Control of blood glucose in Type 1 diabetes: The Principal Dynamic Modes approach

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650451 ◽

2008 ◽

Cited By ~ 7

Author(s):

Mihalis G. Markakis ◽

Georgios D. Mitsis ◽

George P. Papavassilopoulos ◽

Vasilis Z. Marmarelis

Keyword(s):

Type 1 Diabetes ◽

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Principal Dynamic Modes

Download Full-text

Blood glucose concentration regulation in Type 1 diabetics using multi model multi parametric model predictive control: An empirical approach

IFAC Proceedings Volumes ◽

10.3182/20131216-3-in-2044.00008 ◽

2013 ◽

Vol 46 (31) ◽

pp. 291-296

Author(s):

V. Kirubakaran ◽

T.K. Radkakrishnan ◽

N. Sivakumaran

Keyword(s):

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Glucose Concentration ◽

Blood Glucose Concentration ◽

Parametric Model ◽

Empirical Approach

Download Full-text

Neural network-based model predictive control for type 1 diabetic rats on artificial pancreas system

Medical & Biological Engineering & Computing ◽

10.1007/s11517-018-1872-6 ◽

2018 ◽

Vol 57 (1) ◽

pp. 177-191 ◽

Cited By ~ 11

Author(s):

Saeid Bahremand ◽

Hoo Sang Ko ◽

Ramin Balouchzadeh ◽

H. Felix Lee ◽

Sarah Park ◽

...

Keyword(s):

Neural Network ◽

Model Predictive Control ◽

Predictive Control ◽

Artificial Pancreas ◽

Diabetic Rats

Download Full-text

Model predictive control considering cyber-physical system to dampen low frequency oscillation of interconnected power systems

2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) ◽

10.1109/appeec.2015.7380996 ◽

2015 ◽

Cited By ~ 1

Author(s):

Xingyu Shi ◽

Yong Li ◽

Yijia Cao ◽

Yi Tan ◽

Zhisheng Xu ◽

...

Keyword(s):

Model Predictive Control ◽

Power Systems ◽

Predictive Control ◽

Physical System ◽

Low Frequency ◽

Cyber Physical System ◽

Frequency Oscillation ◽

Low Frequency Oscillation ◽

Interconnected Power Systems

Download Full-text

Blood Glucose Regulation in Patients with Type 1 Diabetes Using Model Predictive Control and Data Reconciliation

IEEE Latin America Transactions ◽

10.1109/tla.2018.8804251 ◽

2018 ◽

Vol 16 (12) ◽

pp. 2872-2880

Author(s):

Matheus Canuto Oliveira ◽

Edward David Moreno ◽

Guilherme Moura Afonso da Silva ◽

Oscar Alberto Zanabria Sotomayor

Keyword(s):

Type 1 Diabetes ◽

Blood Glucose ◽

Model Predictive Control ◽

Predictive Control ◽

Data Reconciliation ◽

Glucose Regulation ◽

Blood Glucose Regulation

Download Full-text

Gaussian process-based model predictive control of blood glucose for patients with type 1 diabetes mellitus

2017 11th Asian Control Conference (ASCC) ◽

10.1109/ascc.2017.8287323 ◽

2017 ◽

Cited By ~ 2

Author(s):

Lukas Ortmann ◽

Dawei Shi ◽

Eyal Dassau ◽

Francis J. Doyle ◽

Steffen Leonhardt ◽

...

Keyword(s):

Diabetes Mellitus ◽

Type 1 Diabetes ◽

Blood Glucose ◽

Model Predictive Control ◽

Gaussian Process ◽

Type 1 Diabetes Mellitus ◽

Predictive Control

Download Full-text