DocumentCode :
1326598
Title :
Measurement of Fractional Order Model Parameters of Respiratory Mechanical Impedance in Total Liquid Ventilation
Author :
Beaulieu, Alexandre ; Bossé, Dominick ; Micheau, Philippe ; Avoine, Olivier ; Praud, Jean-Paul ; Walti, Herve
Author_Institution :
Dept. of Mech. Eng., Univ. de Sherbrooke, Sherbrooke, QC, Canada
Volume :
59
Issue :
2
fYear :
2012
Firstpage :
323
Lastpage :
331
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.
Keywords :
biomechanics; biomedical measurement; lung; medical information systems; pneumodynamics; airway pressure; computer-generated dataset; forced-oscillation technique; fractional order lung model; fractional order model parameter; impedance spectra; liquid ventilator; newborn lamb; patient respiratory parameter monitoring; pressure controller; respiratory mechanical impedance; respiratory system; respiratory system frequency response; single-compartment mechanical lung model; sinusoidal volumetric excitation; statistical data; total liquid ventilation; total liquid ventilation treatment; Data models; Electron tubes; Impedance; Impedance measurement; Lungs; Mathematical model; Ventilation; Biomedical systems; forced oscillation technique; frequency-domain system identification; lung mechanics; signal processing; Animals; Animals, Newborn; Computer Simulation; Equipment Design; Liquid Ventilation; Models, Biological; Reproducibility of Results; Respiratory Mechanics; Sheep; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2011.2169257
Filename :
6025273
Link To Document :
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