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

Ingeniería Electrónica y Automatización

Escuela Politecnica Nacional

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

3 Citas (Scopus)

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	Latest Advances in Electrical Engineering, and Electronics - Proceedings of the JIEE 2021
Editores	Miguel Botto-Tobar, Marcelo Zambrano Vizuete, Angela Diaz Cadena, Ana Zambrano Vizuete
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	115-128
Número de páginas	14
ISBN (versión impresa)	9783031089411
DOI	https://doi.org/10.1007/978-3-031-08942-8_9
Estado	Publicada - 2022
Evento	30th Conference on Electrical and Electronic Engineering, JIEE 2021 - Quito, Ecuador Duración: 15 dic. 2021 → 17 dic. 2021

Serie de la publicación

Nombre	Lecture Notes in Electrical Engineering
Volumen	933 LNEE
ISSN (versión impresa)	1876-1100
ISSN (versión digital)	1876-1119

Conferencia

Conferencia	30th Conference on Electrical and Electronic Engineering, JIEE 2021
País/Territorio	Ecuador
Ciudad	Quito
Período	15/12/21 → 17/12/21

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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

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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. En 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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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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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. En 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).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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AU - Camacho, Oscar

PY - 2022

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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

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KW - Exogenous insulin

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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. En Botto-Tobar M, Zambrano Vizuete M, Diaz Cadena A, Vizuete AZ, editores, 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

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