• 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