Membrane oxygenators facilitate extracorporeal gas exchange, necessitating the monitoring of blood gas. Recent advances in normothermic machine perfusion (NMP) for exvivo liver offer solutions to the shortage of donor liver. However, maintaining physiological blood gas levels during prolonged NMP is complex and costly. We introduce a noninvasive and economical approach for regulating the blood gas during NMP of exvivo porcine livers. By monitoring gas fractions at the outlet of oxygenator, real-time adjustments of blood gas can be made without the online blood gas analyzer. The method involves constructing multivariate linear regression (MLR) models, aligning target setpoints of gas, and employing active disturbance rejection control (ADRC) to achieve closed-loop regulation. Ex vivo porcine liver perfusion experiments demonstrated the effectiveness of the method, maintaining blood gas within physiological levels over 24 h (oxygen partial pressure: 150.36 ± 3.33 mmHg, carbon dioxide partial pressure: 41.34 ± 0.91 mmHg). ADRC-based continuous regulation of gas fraction at the outlet of oxygenator is a feasible and effective approach for managing blood gas during exvivo porcine liver perfusion.
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