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Online Estimation Method for Respiratory Parameters Based on a Pneumatic Model

机译:基于气动模型的呼吸参数在线估计方法

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摘要

Mechanical ventilation is an important method to help people breathe. Respiratory parameters of ventilated patients are usually tracked for pulmonary diagnostics and respiratory treatment assessment. In this paper, to improve the estimation accuracy of respiratory parameters, a pneumatic model for mechanical ventilation was proposed. Furthermore, based on the mathematical model, a recursive least-squares algorithm was adopted to estimate the respiratory parameters. Finally, through experimental and numerical study, it was demonstrated that the proposed estimation method was effective and the method can be used in pulmonary diagnostics and treatment.
机译:机械通风是帮助人们呼吸的重要方法。通常跟踪通气患者的呼吸参数,以进行肺部诊断和呼吸治疗评估。为了提高呼吸参数的估计精度,提出了一种机械通气的气动模型。此外,基于数学模型,采用递推最小二乘算法估计呼吸参数。最后,通过实验和数值研究表明,该估计方法是有效的,可用于肺部诊断和治疗。

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