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Modeling and control of an invasive mechanical ventilation system using the active disturbances rejection control structure

Authors :
David I. Rosas Almeida
Armando Cantú Cárdenas
Iván Olaf Hernández Fuentes
Rosa Citlalli Anguiano Cota
Laura Ocotlán Orea León
David Rafael Cañez Martínez
Angélica María Martínez Contreras
Source :
ISA Transactions
Publication Year :
2022
Publisher :
Elsevier BV, 2022.

Abstract

We propose a mandatory invasive mechanical ventilator prototype for severe COVID-19 patients with volume and pressure control operation modes. This system comprises basic pneumatic elements and sensors. Its performance is similar to commercial equipment, and it presents robustness to external disturbances and parametric uncertainties. To develop a control strategy, we propose a mathematical model with a variable structure that incorporates the dead zone phenomenon of the proportional valve, and considers external disturbances and parametric uncertainties. Based on this model, we propose a global control strategy that is based on pressure and flow regulation controllers, which use the active disturbances rejection control structure (ADRC). In this strategy, we propose robust state observers to estimate disturbances and the signals necessary for implementing the controllers. We illustrate the performance of the prototype and the control strategy through numerical simulations and experiments. We also compare its performance with PID controllers. These results corroborate its effectiveness and the possibility of its application in invasive mechanical ventilators with a simple structure, which can significantly help critical care of COVID-19 inpatients.

Details

ISSN :
00190578
Volume :
129
Database :
OpenAIRE
Journal :
ISA Transactions
Accession number :
edsair.doi.dedup.....d0668a8f9864d1ef380fc0de3b8c155c