Comparison between PID-Fuzzy and Numerical Methods Based on Linear Algebra Controllers for Glucose Control in Type 1 Diabetes Treatment

Oscar Camacho, Danilo Chavez, Bryan Moreano, Juan Pumisacho

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

1 Cita (Scopus)

Resumen

The main problem of treatment in Type 1 Diabetes Mellitus is to maintain glycemia between Normal levels in order to reduce possible long-term nervous and vascular complications. A possible solution for this is an Artificial Pancreas because it automatically provide enough insulin amount during the day. In recent years, a variety of PIDs and MPC controllers have been developed for the proper functioning of the artificial pancreas. This paper presents the design and evaluation of two controllers, a Numerical Methods based on Linear Algebra and a PID-Fuzzy. The simulation is based on 3 meals per day and different parametric variations. The simulation analysis shows that PIDFuzzy maintains blood glucose levels better than the NMLA. The controllers are compared using several performance indexes such as: settling time, ISE and TVu. Finally, a noise source has been added to the glucose sensor in order to see how the controllers are affected.

Idioma originalInglés
Título de la publicación alojadaProceedings - 2019 International Conference on Information Systems and Computer Science, INCISCOS 2019
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas156-162
Número de páginas7
ISBN (versión digital)9781728155814
DOI
EstadoPublicada - nov. 2019
Publicado de forma externa
Evento4th International Conference on Information Systems and Computer Science, INCISCOS 2019 - Quito, Pichincha, Ecuador
Duración: 20 nov. 201922 nov. 2019

Serie de la publicación

NombreProceedings - 2019 International Conference on Information Systems and Computer Science, INCISCOS 2019

Conferencia

Conferencia4th International Conference on Information Systems and Computer Science, INCISCOS 2019
País/TerritorioEcuador
CiudadQuito, Pichincha
Período20/11/1922/11/19

Huella

Profundice en los temas de investigación de 'Comparison between PID-Fuzzy and Numerical Methods Based on Linear Algebra Controllers for Glucose Control in Type 1 Diabetes Treatment'. En conjunto forman una huella única.

Citar esto