To address the issue of computational efficiency related to the modelling of blood flow in complex networks, we derive a family of nonlinear lumped-parameter models for blood flow in compliant vessels departing from a well-established one-dimensional model. These 0D models must preserve important nonlinear properties of the original 1D model: the nonlinearity of the pressure-area relation and the pressure-dependent parameters characterizing the 0D models, the resistance R and the inductance L, defined in terms of a time-dependent cross-sectional area subject to pressure changes. We introduce suitable coupling conditions to join 0D vessels through 0D junctions and construct 0D networks preserving the original 1D network topology. The newly derived nonlinear 0D models are then applied to several arterial networks and the predicted results are compared against (i) the reference 1D results, to validate the models and assess their ability to reproduce good approximations of pressure and flow waveforms in all vessels at a much lower computational cost, measured in terms of CPU time, and (ii) the linear 0D results, to evaluate the improvement gained by including certain nonlinearities in the 0D models, in terms of agreement with the 1D results.

Nonlinear lumped-parameter models for blood flow simulations in networks of vessels / Ghitti, B; Toro, Ef; Muller, Lo. - In: ESAIM. MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS. - ISSN 2822-7840. - 56:5(2022), pp. 1579-1627. [10.1051/m2an/2022052]

Nonlinear lumped-parameter models for blood flow simulations in networks of vessels

Ghitti, B;Toro, EF;Muller, LO
2022-01-01

Abstract

To address the issue of computational efficiency related to the modelling of blood flow in complex networks, we derive a family of nonlinear lumped-parameter models for blood flow in compliant vessels departing from a well-established one-dimensional model. These 0D models must preserve important nonlinear properties of the original 1D model: the nonlinearity of the pressure-area relation and the pressure-dependent parameters characterizing the 0D models, the resistance R and the inductance L, defined in terms of a time-dependent cross-sectional area subject to pressure changes. We introduce suitable coupling conditions to join 0D vessels through 0D junctions and construct 0D networks preserving the original 1D network topology. The newly derived nonlinear 0D models are then applied to several arterial networks and the predicted results are compared against (i) the reference 1D results, to validate the models and assess their ability to reproduce good approximations of pressure and flow waveforms in all vessels at a much lower computational cost, measured in terms of CPU time, and (ii) the linear 0D results, to evaluate the improvement gained by including certain nonlinearities in the 0D models, in terms of agreement with the 1D results.
2022
5
Ghitti, B; Toro, Ef; Muller, Lo
Nonlinear lumped-parameter models for blood flow simulations in networks of vessels / Ghitti, B; Toro, Ef; Muller, Lo. - In: ESAIM. MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS. - ISSN 2822-7840. - 56:5(2022), pp. 1579-1627. [10.1051/m2an/2022052]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/378176
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