Treatment for T1DM patients by a neuro-fuzzy inverse optimal controller including multi-step prediction

YY Rios, JA García-Rodríguez, EN Sanchez, AY Alanis… - ISA transactions, 2022 - Elsevier
Diabetes Mellitus is a serious metabolic condition for global health associations. Recently,
the number of adults, adolescents and children who have developed Type 1 Diabetes …

Neural inverse optimal control applied to design therapeutic options for patients with COVID-19

VM Chan, EA Hernández-Vargas… - 2021 International joint …, 2021 - ieeexplore.ieee.org
In this paper we apply an inverse optimal controller (IOC) based on a control Lyapunov
function (CLF) to schedule theoretical therapies for the novel coronavirus disease (COVID …

Rapid prototyping of neuro-fuzzy inverse optimal control as applied to T1DM patients

YY Rios, JA García-Rodríguez… - 2018 IEEE Latin …, 2018 - ieeexplore.ieee.org
The Type 1 Diabetes Mellitus (T1DM) disease appears due to a pancreas atypical failure,
which precludes insulin production. Hence, glucose is not metabolized to become a natural …

Neural identification of Type 1 Diabetes Mellitus for care and forecasting of risk events

OD Sanchez, AY Alanis, ER Velázquez… - Expert Systems with …, 2021 - Elsevier
Glucose–insulin models, testing glucose sensors and support systems for health care
decisions play an important role in synthesis of glucose control algorithms. In this work we …

Control neuro-fuzzy para páncreas artificial: desarrollo y validación in-silico

Y Rios, J García-Rodríguez, E Sanchez… - … de Automática e …, 2020 - riunet.upv.es
[ES] La Diabetes Mellitus Tipo 1 (DMT1) es una de las enfermedades actuales más dañinas
que afectan a personas de cualquier edad incluyendo niños desde el nacimiento. Las …

[PDF][PDF] On Board Neuro Fuzzy Inverse Optimal Control for Type 1 Diabetes Mellitus Treatment: In-Silico Testing.

Y Rios, J Garcia-Rodriguez, E Sanchez… - Advances in Electrical …, 2022 - researchgate.net
Type 1 Diabetes Mellitus (T1DM) is one of the most adverse diseases in the modern era; its
treatment is mainly based on exogenous insulin injections. The scientific community has …

Real‐time implementation of battery bank charge–discharge based on neural inverse optimal control

TB Lopez‐Garcia, EN Sanchez… - IET Renewable Power …, 2019 - Wiley Online Library
In a renewable energy generation system, the batteries are one of the main components for
energy storage. To maximise the useful life of batteries, it is important to ensure a safe and …

Neuro-fuzzy control for artificial pancreas: In silico development and validation

Y Rios, J García-Rodríguez, E Sanchez, A Alanis… - 2020 - repositorio.utb.edu.co
Resumen La Diabetes Mellitus Tipo 1 (DMT1) es una de las enfermedades actuales más
daninas que afectan a personas de cualquier edad incluyendo ninos desde el nacimiento …

Tratamiento de pacientes T1DM utilizando un algoritmo neuro-difuso de control óptimo inverso: un enfoque de prototipado rápido

Y Rios, JA García-Rodríguez… - REVISTA …, 2018 - revistas.unipamplona.edu.co
La condición de Diabetes Mellitus Tipo 1 (DMT1) ocurre cuando el páncreas se comporta
de manera anormal e impide la producción de insulina parcialmente o totalmente. Por lo …

[引用][C] Treatment for T1DM patients by a neuro-fuzzy inverse optimal controller including multi-step prediction

JA García Rodríguez, AY Alanis - 2021 - Cartagena de Indias