List of works - John Bagterp Jørgensen

A Bolus Calculator Based on Continuous-Discrete Unscented Kalman Filtering for Type 1 Diabetics

A Computationally Efficient and Robust Implementation of the Continuous-Discrete Extended Kalman Filter

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

A Grey-Box Model for Spray Drying Plants

article

A Reduced Dantzig-Wolfe Decomposition for a Suboptimal Linear MPC

article published in 2014

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

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

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

A tool for kalman filter tuning

Adaptive Unscented Kalman Filter using Maximum Likelihood Estimation * *This work is funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

article by Zeinab Mahmoudi et al published July 2017 in IFAC Proceedings Volumes

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

Adaptive model predictive control for a dual-hormone artificial pancreas

An Adaptive Nonlinear Basal-Bolus Calculator for Patients With Type 1 Diabetes.

scientific article published on 8 September 2016

An artificial pancreas for automated blood glucose control in patients with Type 1 diabetes

scientific article published on May 2015

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

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

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)

Bihormonal model predictive control of blood glucose in people with type 1 diabetes

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

Comparison of Continuous Glucose Monitoring Accuracy Between Abdominal and Upper Arm Insertion Sites

scientific article published on 17 April 2019

Comparison of Linear and Nonlinear Model Predictive Control for Optimization of Spray Dryer Operation

article published in 2015

Comparison of Prediction Models for a Dual-Hormone Artificial Pancreas

Comparison of three control strategies for optimization of spray dryer operation

Comparison of three nonlinear filters for fault detection in continuous glucose monitors

scientific article published in August 2016

Computational efficiency of economic MPC for power systems operation

Cross-Validation of a Glucose-Insulin-Glucagon Pharmacodynamics Model for Simulation Using Data From Patients With Type 1 Diabetes.

scientific article

Decentralized large-scale power balancing

Distributed Model Predictive Control for Smart Energy Systems

Economic MPC based on LPV model for thermostatically controlled loads

Economic MPC for a linear stochastic system of energy units

Economic Model Predictive Control for building climate control in a Smart Grid

Economic optimization of spray dryer operation using Nonlinear Model Predictive Control

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

Electric vehicle charge planning using Economic Model Predictive Control

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

scientific article

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

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

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

article

Insulin Administration for People with Type 1 diabetes

Model Identification using Continuous Glucose Monitoring Data for Type 1 Diabetes**This work has been funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

article

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

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

scientific article

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

scientific article published on September 2013

Modeling and Prediction Using Stochastic Differential Equations

Nonlinear Model Predictive Control for Stochastic Differential Equation Systems

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

Overnight Control of Blood Glucose in People with Type 1 Diabetes

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

Predicting Plasma Glucose From Interstitial Glucose Observations Using Bayesian Methods ⬇️

scientific article published on 6 March 2014

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

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

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

Strategies for Glucose Control in People with Type 1 Diabetes

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

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

article

List of works by John Bagterp Jørgensen

A Bolus Calculator Based on Continuous-Discrete Unscented Kalman Filtering for Type 1 Diabetics

A Computationally Efficient and Robust Implementation of the Continuous-Discrete Extended Kalman Filter

A Generalized Autocovariance Least-Squares Method for Covariance Estimation

A Grey-Box Model for Spray Drying Plants

A Reduced Dantzig-Wolfe Decomposition for a Suboptimal Linear MPC

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

A generalized autocovariance least-squares method for Kalman filter tuning

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

A tool for kalman filter tuning

Adaptive Unscented Kalman Filter using Maximum Likelihood Estimation * *This work is funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

Adaptive control in an artificial pancreas for people with type 1 diabetes

Adaptive model predictive control for a dual-hormone artificial pancreas

An Adaptive Nonlinear Basal-Bolus Calculator for Patients With Type 1 Diabetes.

An artificial pancreas for automated blood glucose control in patients with Type 1 diabetes

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

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

Application of constrained linear MPC to a spray dryer

Bihormonal model predictive control of blood glucose in people with type 1 diabetes

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

Comparison of Continuous Glucose Monitoring Accuracy Between Abdominal and Upper Arm Insertion Sites

Comparison of Linear and Nonlinear Model Predictive Control for Optimization of Spray Dryer Operation

Comparison of Prediction Models for a Dual-Hormone Artificial Pancreas

Comparison of three control strategies for optimization of spray dryer operation

Comparison of three nonlinear filters for fault detection in continuous glucose monitors

Computational efficiency of economic MPC for power systems operation

Cross-Validation of a Glucose-Insulin-Glucagon Pharmacodynamics Model for Simulation Using Data From Patients With Type 1 Diabetes.

Decentralized large-scale power balancing

Distributed Model Predictive Control for Smart Energy Systems

Economic MPC based on LPV model for thermostatically controlled loads

Economic MPC for a linear stochastic system of energy units

Economic Model Predictive Control for building climate control in a Smart Grid

Economic optimization of spray dryer operation using Nonlinear Model Predictive Control

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

Electric vehicle charge planning using Economic Model Predictive Control

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

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

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

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

Insulin Administration for People with Type 1 diabetes

Model Identification using Continuous Glucose Monitoring Data for Type 1 Diabetes**This work has been funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

Model Predictive Control for a Smart Solar Tank Based on Weather and Consumption Forecasts

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

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

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

Modeling and Prediction Using Stochastic Differential Equations

Nonlinear Model Predictive Control for Stochastic Differential Equation Systems

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

Overnight Control of Blood Glucose in People with Type 1 Diabetes

Overnight glucose control in people with type 1 diabetes

Predicting Plasma Glucose From Interstitial Glucose Observations Using Bayesian Methods ⬇️

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

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

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

Strategies for Glucose Control in People with Type 1 Diabetes

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

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

Tuning of Controller for Type 1 Diabetes Treatment with Stochastic Differential Equations

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