TY - GEN
T1 - Estimating interval process models for type 1 diabetes for robust control design
AU - Kirchsteiger, Harald
AU - Castillo Estrada, Giovanna
AU - Pölzer, Stephan
AU - Renard, Eric
AU - Del Re, Luigi
N1 - Funding Information:
The authors gratefully acknowledge the sponsoring of this work by the European Commision through the Information Society Technologies (IST) programme under the Seventh Framework Programme (FP7) n° 216592 in the context of the DIAdvisorTM project. www.diadvisor.eu
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2011
Y1 - 2011
N2 - A linear transfer function model comprising 4 parameters is used to describe the post-prandial breakfast excursions of a group of 10 type 1 diabetes patients who are treated with multiple daily insulin injections. The model is able to simulate the glucose concentration in blood and uses the information of carbohydrate content of the breakfast and the administered insulin injections as inputs. Additionally, a measurement of the actual blood glucose concentration at the time when the breakfast occurs is required. No additional information, in particular the use of a continuous glucose monitoring system is necessary. Based on a 3 day observational period, parameter intervals are calculated such that the measured glucose responses are inside the bounds given by the output of the model. The model together with the parameter intervals can be used for robust control design.
AB - A linear transfer function model comprising 4 parameters is used to describe the post-prandial breakfast excursions of a group of 10 type 1 diabetes patients who are treated with multiple daily insulin injections. The model is able to simulate the glucose concentration in blood and uses the information of carbohydrate content of the breakfast and the administered insulin injections as inputs. Additionally, a measurement of the actual blood glucose concentration at the time when the breakfast occurs is required. No additional information, in particular the use of a continuous glucose monitoring system is necessary. Based on a 3 day observational period, parameter intervals are calculated such that the measured glucose responses are inside the bounds given by the output of the model. The model together with the parameter intervals can be used for robust control design.
UR - http://www.scopus.com/inward/record.url?scp=84860672102&partnerID=8YFLogxK
U2 - 10.3182/20110828-6-IT-1002.03770
DO - 10.3182/20110828-6-IT-1002.03770
M3 - Conference contribution
AN - SCOPUS:84860672102
SN - 9783902661937
T3 - IFAC Proceedings Volumes (IFAC-PapersOnline)
SP - 11761
EP - 11766
BT - Proceedings of the 18th IFAC World Congress
PB - IFAC Secretariat
ER -