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List of works by John Bagterp Jørgensen

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Model-based closed-loop glucose control in type 1 diabetes: the DiaCon experience

scientific article published on September 2013
Effects of everyday life events on glucose, insulin, and glucagon dynamics in continuous subcutaneous insulin infusion-treated type 1 diabetes: collection of clinical data for glucose modeling

scientific article
Model identification using stochastic differential equation grey-box models in diabetes

scientific article
An Artificial Pancreas for Automated Blood Glucose Control in Patients With Type 1 Diabetes

scientific article published on January 1, 2015
Cross-Validation of a Glucose-Insulin-Glucagon Pharmacodynamics Model for Simulation Using Data From Patients With Type 1 Diabetes.

scientific article
Relationship between Optimum Mini-doses of Glucagon and Insulin Levels when Treating Mild Hypoglycaemia in Patients with Type 1 Diabetes - A Simulation Study

scientific article
A generalized autocovariance least-squares method for Kalman filter tuning

article by Bernt M. Åkesson et al published August 2008 in Journal of Process Control
An Adaptive Nonlinear Basal-Bolus Calculator for Patients With Type 1 Diabetes.

scientific article published on 8 September 2016
A Bolus Calculator Based on Continuous-Discrete Unscented Kalman Filtering for Type 1 Diabetics

Predicting Plasma Glucose From Interstitial Glucose Observations Using Bayesian Methods

scientific article published on 6 March 2014
Adaptive control in an artificial pancreas for people with type 1 diabetes

scholarly article by Dimitri Boiroux et al published January 2017 in Control Engineering Practice
Comparison of Prediction Models for a Dual-Hormone Artificial Pancreas

Adaptive model predictive control for a dual-hormone artificial pancreas

Tuning SISO offset-free Model Predictive Control based on ARX models

article
Model Identification using Continuous Glucose Monitoring Data for Type 1 Diabetes

article
A Reduced Dantzig-Wolfe Decomposition for a Suboptimal Linear MPC

article published in 2014
The contribution of glucagon in an Artificial Pancreas for people with type 1 diabetes

Economic optimization of spray dryer operation using Nonlinear Model Predictive Control

Fault and meal detection by redundant continuous glucose monitors and the unscented Kalman filter

scholarly article by Zeinab Mahmoudi et al published September 2017 in Biomedical Signal Processing and Control
Comparison of Linear and Nonlinear Model Predictive Control for Optimization of Spray Dryer Operation

article published in 2015
Model Predictive Control for a Smart Solar Tank Based on Weather and Consumption Forecasts

article published in 2012
Model for Simulating Fasting Glucose in Type 2 Diabetes and the Effect of Adherence to Treatment 1 1This project is funded by Innovation Fund Denmark through the Industrial PhD project 5189-00033B, and the Danish Diabetes Academy supported by the Nov

article
Adaptive Unscented Kalman Filter using Maximum Likelihood Estimation

article by Zeinab Mahmoudi et al published July 2017 in IFAC Proceedings Volumes
Tuning of Controller for Type 1 Diabetes Treatment with Stochastic Differential Equations

Insulin Administration for People with Type 1 diabetes

An experimentally validated simulation model for a four-stage spray dryer

On the significance of the noise model for the performance of a linear MPC in closed-loop operation

Strategies for Glucose Control in People with Type 1 Diabetes

A Generalized Autocovariance Least-Squares Method for Covariance Estimation

article by Bernt M. Akesson et al published July 2007 in Proceedings of the ... American Control Conference. American Control Conference
Bihormonal model predictive control of blood glucose in people with type 1 diabetes

Distributed Model Predictive Control for Smart Energy Systems

Verification of Real-Time Optimization for Multi-Stage Spray Dryer Operation with Polynomial Optimization

Remarks on models for estimating the carbohydrate to insulin ratio and insulin sensitivity in T1DM

article
Decentralized large-scale power balancing

A Grey-Box Model for Spray Drying Plants

article
Comparison of three control strategies for optimization of spray dryer operation

High-performance small-scale solvers for linear Model Predictive Control

Evaluation of pharmacokinetic model designs for subcutaneous infusion of insulin aspart.

scientific article
Sensor-based detection and estimation of meal carbohydrates for people with diabetes

scholarly article by Zeinab Mahmoudi et al published February 2019 in Biomedical Signal Processing and Control
Modeling and Prediction Using Stochastic Differential Equations

Industrial application of model predictive control to a milk powder spray drying plant

article
C code generation applied to nonlinear model predictive control for an artificial pancreas

A decomposition algorithm for Mean-Variance Economic Model Predictive Control of stochastic linear systems

An automated meal detector and bolus calculator in combination with closed-loop blood glucose control

Overnight Control of Blood Glucose in People with Type 1 Diabetes

Application of constrained linear MPC to a spray dryer

article by Lars Norbert Petersen et al published October 2014 in 2014 IEEE Conference on Control Applications (CCA)
Comparison of three nonlinear filters for fault detection in continuous glucose monitors

scientific article published in August 2016
A Computationally Efficient and Robust Implementation of the Continuous-Discrete Extended Kalman Filter

A mean-variance criterion for economic model predictive control of stochastic linear systems

Overnight glucose control in people with type 1 diabetes

scholarly article by Dimitri Boiroux et al published January 2018 in Biomedical Signal Processing and Control

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