A model based bolus calculator for blood glucose control in type 1 diabetes

Harald Kirchsteiger; Luigi Del Re

doi:10.1109/ACC.2014.6858980

A model based bolus calculator for blood glucose control in type 1 diabetes

Harald Kirchsteiger
, Luigi Del Re

Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

12 Citations (Scopus)

Abstract

We propose a model based bolus calculator which, based on an identified model, information on the carbohydrate content of the meals and an initial single glucose measurement, computes the optimal insulin bolus dose in order to minimize the blood glucose deviations. We use a simulation model for identification of models for control and closed-loop simulations. The performance of the proposed bolus calculator is compared with a model predictive control approach which uses continuous glucose information and insulin injection. Both methods achieve comparable performance for some patients while the insulin amount, number of injections and computational complexity is significantly reduced for the bolus calculator.

Original language	English
Title of host publication	2014 American Control Conference, ACC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5465-5470
Number of pages	6
ISBN (Print)	9781479932726
DOIs	https://doi.org/10.1109/ACC.2014.6858980
Publication status	Published - 2014
Externally published	Yes
Event	2014 American Control Conference, ACC 2014 - Portland, OR, United States Duration: 4 Jun 2014 → 6 Jun 2014

Publication series

Name	Proceedings of the American Control Conference
ISSN (Print)	0743-1619

Conference

Conference	2014 American Control Conference, ACC 2014
Country/Territory	United States
City	Portland, OR
Period	04.06.2014 → 06.06.2014

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Biomedical Systems
Blood Glucose Control
Type 1 Diabetes

Access to Document

10.1109/ACC.2014.6858980

Cite this

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title = "A model based bolus calculator for blood glucose control in type 1 diabetes",

abstract = "We propose a model based bolus calculator which, based on an identified model, information on the carbohydrate content of the meals and an initial single glucose measurement, computes the optimal insulin bolus dose in order to minimize the blood glucose deviations. We use a simulation model for identification of models for control and closed-loop simulations. The performance of the proposed bolus calculator is compared with a model predictive control approach which uses continuous glucose information and insulin injection. Both methods achieve comparable performance for some patients while the insulin amount, number of injections and computational complexity is significantly reduced for the bolus calculator.",

keywords = "Biomedical Systems, Blood Glucose Control, Type 1 Diabetes",

author = "Harald Kirchsteiger and \{Del Re\}, Luigi",

year = "2014",

doi = "10.1109/ACC.2014.6858980",

language = "English",

isbn = "9781479932726",

series = "Proceedings of the American Control Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "5465--5470",

booktitle = "2014 American Control Conference, ACC 2014",

address = "United States",

note = "2014 American Control Conference, ACC 2014 ; Conference date: 04-06-2014 Through 06-06-2014",

}

Kirchsteiger, H & Del Re, L 2014, A model based bolus calculator for blood glucose control in type 1 diabetes. in 2014 American Control Conference, ACC 2014., 6858980, Proceedings of the American Control Conference, Institute of Electrical and Electronics Engineers Inc., pp. 5465-5470, 2014 American Control Conference, ACC 2014, Portland, OR, United States, 04.06.2014. https://doi.org/10.1109/ACC.2014.6858980

A model based bolus calculator for blood glucose control in type 1 diabetes. / Kirchsteiger, Harald; Del Re, Luigi.
2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 5465-5470 6858980 (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

TY - GEN

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AU - Kirchsteiger, Harald

AU - Del Re, Luigi

PY - 2014

Y1 - 2014

N2 - We propose a model based bolus calculator which, based on an identified model, information on the carbohydrate content of the meals and an initial single glucose measurement, computes the optimal insulin bolus dose in order to minimize the blood glucose deviations. We use a simulation model for identification of models for control and closed-loop simulations. The performance of the proposed bolus calculator is compared with a model predictive control approach which uses continuous glucose information and insulin injection. Both methods achieve comparable performance for some patients while the insulin amount, number of injections and computational complexity is significantly reduced for the bolus calculator.

AB - We propose a model based bolus calculator which, based on an identified model, information on the carbohydrate content of the meals and an initial single glucose measurement, computes the optimal insulin bolus dose in order to minimize the blood glucose deviations. We use a simulation model for identification of models for control and closed-loop simulations. The performance of the proposed bolus calculator is compared with a model predictive control approach which uses continuous glucose information and insulin injection. Both methods achieve comparable performance for some patients while the insulin amount, number of injections and computational complexity is significantly reduced for the bolus calculator.

KW - Biomedical Systems

KW - Blood Glucose Control

KW - Type 1 Diabetes

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DO - 10.1109/ACC.2014.6858980

M3 - Conference contribution

AN - SCOPUS:84905686856

SN - 9781479932726

T3 - Proceedings of the American Control Conference

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BT - 2014 American Control Conference, ACC 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 American Control Conference, ACC 2014

Y2 - 4 June 2014 through 6 June 2014

ER -

A model based bolus calculator for blood glucose control in type 1 diabetes

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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