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全液体通气中呼吸力学阻抗分数阶模型参数的测量。

Measurement of fractional order model parameters of respiratory mechanical impedance in total liquid ventilation.

机构信息

Department ofMechanical Engineering, Université de Sherbrooke, Sherbrooke, QC J1K 2R1, Canada.

出版信息

IEEE Trans Biomed Eng. 2012 Feb;59(2):323-31. doi: 10.1109/TBME.2011.2169257. Epub 2011 Sep 23.

Abstract

This study presents a methodology for applying the forced-oscillation technique in total liquid ventilation. It mainly consists of applying sinusoidal volumetric excitation to the respiratory system, and determining the transfer function between the delivered flow rate and resulting airway pressure. The investigated frequency range was f ∈ [0.05, 4] Hz at a constant flow amplitude of 7.5 mL/s. The five parameters of a fractional order lung model, the existing "5-parameter constant-phase model," were identified based on measured impedance spectra. The identification method was validated in silico on computer-generated datasets and the overall process was validated in vitro on a simplified single-compartment mechanical lung model. In vivo data on ten newborn lambs suggested the appropriateness of a fractional-order compliance term to the mechanical impedance to describe the low-frequency behavior of the lung, but did not demonstrate the relevance of a fractional-order inertance term. Typical respiratory system frequency response is presented together with statistical data of the measured in vivo impedance model parameters. This information will be useful for both the design of a robust pressure controller for total liquid ventilators and the monitoring of the patient's respiratory parameters during total liquid ventilation treatment.

摘要

本研究提出了一种在全液体通气中应用强制振荡技术的方法。它主要包括对呼吸系统施加正弦体积激励,并确定输送流量和气道压力之间的传递函数。研究的频率范围为 f ∈ [0.05, 4] Hz,流量幅度为 7.5 mL/s。基于测量的阻抗谱,确定了分数阶肺模型的五个参数,即现有的“5 参数常相位模型”。该识别方法在计算机生成的数据集上进行了仿真验证,在简化的单室机械肺模型上进行了体外验证。对十只新生羔羊的体内数据表明,分数阶顺应性项对机械阻抗的描述适用于低频行为的肺,但没有证明分数阶惯性项的相关性。本文还给出了典型的呼吸系统频率响应以及测量的体内阻抗模型参数的统计数据。这些信息对于全液体通气机的压力控制器的设计和全液体通气治疗过程中患者呼吸参数的监测都非常有用。

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