Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information

Stefany Villarreal; Diego Lombeida; Jenny Haro; Oscar Camacho

doi:10.1007/978-3-031-08942-8_9

Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information

Stefany Villarreal
, Diego Lombeida
, Jenny Haro
, Oscar Camacho^*

^*Corresponding author for this work

Ingeniería Electrónica y Automatización

Escuela Politecnica Nacional

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

3 Scopus citations

Abstract

This paper presents the simulation, design, and implementation of an insulin pump prototype for virtual patients with type 1 diabetes using an SMC controller, validated with the UVA/PADOVA simulator. The results obtained with an average adult patient with a scenario of 5 meals for one day offer 88.88% time in range.

Original language	English
Title of host publication	Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021
Editors	Miguel Botto-Tobar, Marcelo Zambrano Vizuete, Angela Diaz Cadena, Ana Zambrano Vizuete
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	115-128
Number of pages	14
ISBN (Print)	9783031089411
DOIs	https://doi.org/10.1007/978-3-031-08942-8_9
State	Published - 2022
Event	30th Conference on Electrical and Electronic Engineering, JIEE 2021 - Quito, Ecuador Duration: 15 Dec 2021 → 17 Dec 2021

Publication series

Name	Lecture Notes in Electrical Engineering
Volume	933 LNEE
ISSN (Print)	1876-1100
ISSN (Electronic)	1876-1119

Conference

Conference	30th Conference on Electrical and Electronic Engineering, JIEE 2021
Country/Territory	Ecuador
City	Quito
Period	15/12/21 → 17/12/21

UN SDGs

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

SDG 3 Good Health and Well-being

Keywords

Carbohydrates
Diabetes
Exogenous insulin
Glucose
Insulin pump
Prototype

Access to Document

10.1007/978-3-031-08942-8_9

Cite this

Villarreal, S., Lombeida, D., Haro, J., & Camacho, O. (2022). Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information. In M. Botto-Tobar, M. Zambrano Vizuete, A. Diaz Cadena, & A. Z. Vizuete (Eds.), Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021 (pp. 115-128). (Lecture Notes in Electrical Engineering; Vol. 933 LNEE). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-08942-8_9

Villarreal, Stefany ; Lombeida, Diego ; Haro, Jenny et al. / Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information. Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021. editor / Miguel Botto-Tobar ; Marcelo Zambrano Vizuete ; Angela Diaz Cadena ; Ana Zambrano Vizuete. Springer Science and Business Media Deutschland GmbH, 2022. pp. 115-128 (Lecture Notes in Electrical Engineering).

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title = "Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information",

abstract = "This paper presents the simulation, design, and implementation of an insulin pump prototype for virtual patients with type 1 diabetes using an SMC controller, validated with the UVA/PADOVA simulator. The results obtained with an average adult patient with a scenario of 5 meals for one day offer 88.88\% time in range.",

keywords = "Carbohydrates, Diabetes, Exogenous insulin, Glucose, Insulin pump, Prototype",

author = "Stefany Villarreal and Diego Lombeida and Jenny Haro and Oscar Camacho",

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editor = "Miguel Botto-Tobar and \{Zambrano Vizuete\}, Marcelo and \{Diaz Cadena\}, Angela and Vizuete, \{Ana Zambrano\}",

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Villarreal, S, Lombeida, D, Haro, J & Camacho, O 2022, Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information. in M Botto-Tobar, M Zambrano Vizuete, A Diaz Cadena & AZ Vizuete (eds), Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021. Lecture Notes in Electrical Engineering, vol. 933 LNEE, Springer Science and Business Media Deutschland GmbH, pp. 115-128, 30th Conference on Electrical and Electronic Engineering, JIEE 2021, Quito, Ecuador, 15/12/21. https://doi.org/10.1007/978-3-031-08942-8_9

Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information. / Villarreal, Stefany; Lombeida, Diego; Haro, Jenny et al.
Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021. ed. / Miguel Botto-Tobar; Marcelo Zambrano Vizuete; Angela Diaz Cadena; Ana Zambrano Vizuete. Springer Science and Business Media Deutschland GmbH, 2022. p. 115-128 (Lecture Notes in Electrical Engineering; Vol. 933 LNEE).

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

TY - GEN

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AU - Villarreal, Stefany

AU - Lombeida, Diego

AU - Haro, Jenny

AU - Camacho, Oscar

PY - 2022

Y1 - 2022

N2 - This paper presents the simulation, design, and implementation of an insulin pump prototype for virtual patients with type 1 diabetes using an SMC controller, validated with the UVA/PADOVA simulator. The results obtained with an average adult patient with a scenario of 5 meals for one day offer 88.88% time in range.

AB - This paper presents the simulation, design, and implementation of an insulin pump prototype for virtual patients with type 1 diabetes using an SMC controller, validated with the UVA/PADOVA simulator. The results obtained with an average adult patient with a scenario of 5 meals for one day offer 88.88% time in range.

KW - Carbohydrates

KW - Diabetes

KW - Exogenous insulin

KW - Glucose

KW - Insulin pump

KW - Prototype

UR - https://www.scopus.com/pages/publications/85135028931

U2 - 10.1007/978-3-031-08942-8_9

DO - 10.1007/978-3-031-08942-8_9

M3 - Contribución a la conferencia

AN - SCOPUS:85135028931

SN - 9783031089411

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BT - Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021

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A2 - Zambrano Vizuete, Marcelo

A2 - Diaz Cadena, Angela

A2 - Vizuete, Ana Zambrano

PB - Springer Science and Business Media Deutschland GmbH

T2 - 30th Conference on Electrical and Electronic Engineering, JIEE 2021

Y2 - 15 December 2021 through 17 December 2021

ER -

Villarreal S, Lombeida D, Haro J, Camacho O. Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information. In Botto-Tobar M, Zambrano Vizuete M, Diaz Cadena A, Vizuete AZ, editors, Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021. Springer Science and Business Media Deutschland GmbH. 2022. p. 115-128. (Lecture Notes in Electrical Engineering). doi: 10.1007/978-3-031-08942-8_9

Design, Simulation, and Implementation of an Artificial Pancreas Prototype for Virtual Patients with Type 1 Diabetes Applying SMC Controller with Anticipated Carbohydrate Information

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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