Mechanical ventilation represents a fundamentalmode of therapy for severely ill patients who cannot breathe autonomously. At the same time, it has the potential of determining Ventilator-Induced Lung Injury (VILI) and further damaging the patient’s respiratory system. In thisworkwe present a model-based approach for pressure delivery optimization in the context of pressure-control mechanical ventilation, with the aim of maintaining oxygenation while minimizing barotrauma. A simple compartmental model of respiration describes both mechanical ventilation, alveolar oxygen exchange and blood oxygen transport. Model Predictive Control is used to optimize delivered air pressure at the mouth at each inspiration, optimizing a trade-off between oxygenation and barotrauma. Numerical simulations with different values of the trade-off parameter 𝛼 and in two emblematic pulmonary disease scenarios

Mathematical modeling of lung mechanics and pressure-controlled ventilation design for barotrauma minimization: A numerical simulation study

D'Orsi L.;Borri A.
;
De Gaetano A.
2024

Abstract

Mechanical ventilation represents a fundamentalmode of therapy for severely ill patients who cannot breathe autonomously. At the same time, it has the potential of determining Ventilator-Induced Lung Injury (VILI) and further damaging the patient’s respiratory system. In thisworkwe present a model-based approach for pressure delivery optimization in the context of pressure-control mechanical ventilation, with the aim of maintaining oxygenation while minimizing barotrauma. A simple compartmental model of respiration describes both mechanical ventilation, alveolar oxygen exchange and blood oxygen transport. Model Predictive Control is used to optimize delivered air pressure at the mouth at each inspiration, optimizing a trade-off between oxygenation and barotrauma. Numerical simulations with different values of the trade-off parameter 𝛼 and in two emblematic pulmonary disease scenarios
2024
Istituto di Analisi dei Sistemi ed Informatica ''Antonio Ruberti'' - IASI
Istituto per la Ricerca e l'Innovazione Biomedica -IRIB
mathematical modeling, mechanical ventilation, model-predictive control, numerical simulation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/517050
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