A sliding mode control approach for patients with type 1 diabetes

Eduardo Álvaro; Sebastián Rivadeneira; Danilo Chávez; Oscar Camacho; Pablo S. Rivadeneira

doi:10.1109/CCAC.2017.8276445

A sliding mode control approach for patients with type 1 diabetes

Eduardo Álvaro, Sebastián Rivadeneira, Danilo Chávez, Oscar Camacho, Pablo S. Rivadeneira

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

5 Citas (Scopus)

Resumen

Type 1 diabetes is a chronic disease with high mortality rates around the world, and its treatment is not already satisfactory in all patients, in consequence, they have a poor quality of life. In this paper, an insulin treatment for type 1 diabetes patients is analyzed by means of sliding mode control strategies based on the Bergman's minimal model. A meal model is also presented as disturbances affecting the blood glucose. These equations are used with nominal parameters, accepted values for describing a patient with type 1 diabetes. The benefits of using this robust type control is that the system becomes insusceptible to parametric variation, one of the main difficulties to control this illness in real life. The results shown that instead of the parametric variation, the control is able to steer the blood glucose to the accepted range, known as normoglycemia, defined by the American Diabetes Association.

Idioma original	Inglés
Título de la publicación alojada	2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings
Editores	Diego Patino, Eugenio Yime
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	1-6
Número de páginas	6
ISBN (versión digital)	9781538603987
DOI	https://doi.org/10.1109/CCAC.2017.8276445
Estado	Publicada - 2 jul. 2017
Publicado de forma externa	Sí
Evento	3rd IEEE Colombian Conference on Automatic Control, CCAC 2017 - Cartagena, Colombia Duración: 18 oct. 2017 → 20 oct. 2017

Serie de la publicación

Nombre	2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings
Volumen	2018-January

Conferencia

Conferencia	3rd IEEE Colombian Conference on Automatic Control, CCAC 2017
País/Territorio	Colombia
Ciudad	Cartagena
Período	18/10/17 → 20/10/17

ODS de las Naciones Unidas

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10.1109/CCAC.2017.8276445

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Álvaro, E., Rivadeneira, S., Chávez, D., Camacho, O., & Rivadeneira, P. S. (2017). A sliding mode control approach for patients with type 1 diabetes. En D. Patino, & E. Yime (Eds.), 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings (pp. 1-6). (2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCAC.2017.8276445

Álvaro, Eduardo ; Rivadeneira, Sebastián ; Chávez, Danilo et al. / A sliding mode control approach for patients with type 1 diabetes. 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. editor / Diego Patino ; Eugenio Yime. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1-6 (2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings).

@inproceedings{8f2d275ba7ab4f629a831d7a242a577b,

title = "A sliding mode control approach for patients with type 1 diabetes",

abstract = "Type 1 diabetes is a chronic disease with high mortality rates around the world, and its treatment is not already satisfactory in all patients, in consequence, they have a poor quality of life. In this paper, an insulin treatment for type 1 diabetes patients is analyzed by means of sliding mode control strategies based on the Bergman's minimal model. A meal model is also presented as disturbances affecting the blood glucose. These equations are used with nominal parameters, accepted values for describing a patient with type 1 diabetes. The benefits of using this robust type control is that the system becomes insusceptible to parametric variation, one of the main difficulties to control this illness in real life. The results shown that instead of the parametric variation, the control is able to steer the blood glucose to the accepted range, known as normoglycemia, defined by the American Diabetes Association.",

keywords = "Blood glucose concentration, diabetes type 1 model, sliding mode control",

author = "Eduardo {\'A}lvaro and Sebasti{\'a}n Rivadeneira and Danilo Ch{\'a}vez and Oscar Camacho and Rivadeneira, {Pablo S.}",

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Álvaro, E, Rivadeneira, S, Chávez, D, Camacho, O & Rivadeneira, PS 2017, A sliding mode control approach for patients with type 1 diabetes. En D Patino & E Yime (eds.), 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-6, 3rd IEEE Colombian Conference on Automatic Control, CCAC 2017, Cartagena, Colombia, 18/10/17. https://doi.org/10.1109/CCAC.2017.8276445

A sliding mode control approach for patients with type 1 diabetes. / Álvaro, Eduardo; Rivadeneira, Sebastián; Chávez, Danilo et al.
2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. ed. / Diego Patino; Eugenio Yime. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-6 (2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings; Vol. 2018-January).

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

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T1 - A sliding mode control approach for patients with type 1 diabetes

AU - Álvaro, Eduardo

AU - Rivadeneira, Sebastián

AU - Chávez, Danilo

AU - Camacho, Oscar

AU - Rivadeneira, Pablo S.

PY - 2017/7/2

Y1 - 2017/7/2

N2 - Type 1 diabetes is a chronic disease with high mortality rates around the world, and its treatment is not already satisfactory in all patients, in consequence, they have a poor quality of life. In this paper, an insulin treatment for type 1 diabetes patients is analyzed by means of sliding mode control strategies based on the Bergman's minimal model. A meal model is also presented as disturbances affecting the blood glucose. These equations are used with nominal parameters, accepted values for describing a patient with type 1 diabetes. The benefits of using this robust type control is that the system becomes insusceptible to parametric variation, one of the main difficulties to control this illness in real life. The results shown that instead of the parametric variation, the control is able to steer the blood glucose to the accepted range, known as normoglycemia, defined by the American Diabetes Association.

AB - Type 1 diabetes is a chronic disease with high mortality rates around the world, and its treatment is not already satisfactory in all patients, in consequence, they have a poor quality of life. In this paper, an insulin treatment for type 1 diabetes patients is analyzed by means of sliding mode control strategies based on the Bergman's minimal model. A meal model is also presented as disturbances affecting the blood glucose. These equations are used with nominal parameters, accepted values for describing a patient with type 1 diabetes. The benefits of using this robust type control is that the system becomes insusceptible to parametric variation, one of the main difficulties to control this illness in real life. The results shown that instead of the parametric variation, the control is able to steer the blood glucose to the accepted range, known as normoglycemia, defined by the American Diabetes Association.

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KW - diabetes type 1 model

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Álvaro E, Rivadeneira S, Chávez D, Camacho O, Rivadeneira PS. A sliding mode control approach for patients with type 1 diabetes. En Patino D, Yime E, editores, 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-6. (2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings). doi: 10.1109/CCAC.2017.8276445

A sliding mode control approach for patients with type 1 diabetes

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