Rational macromodeling of 1D blood flow in the human cardiovascular system.

In this paper, we present a novel rational macromodeling approach for the description of 1D blood flow in the human cardiovascular system, which is suitable for time-domain simulations. Using the analogy of the blood flow propagation problem with transmission lines and considering the hypothesis of linearized Navier-Stokes equations, a frequency-domain rational macromodel for each arterial segment has been built. The poles and the residues of each arterial segment macromodel have been calculated by means of the Vector Fitting technique. Finally, the rational macromodel of the whole cardiovascular system is obtained by properly combining the macromodels of the single arterial segments using an interconnect matrix. The rational form of the proposed cardiovascular model leads to a state-space or electrical circuit model suitable for time-domain analysis. The stability and passivity properties of the global cardiovascular model are discussed to guarantee stable time-domain simulations. The proposed macromodeling approach has been validated by pertinent numerical results. Copyright © 2015 John Wiley & Sons, Ltd.

[1]  Madhavan Swaminathan,et al.  Power Integrity Modeling and Design for Semiconductors and Systems , 2007 .

[2]  D. F. Young,et al.  Computer simulation of arterial flow with applications to arterial and aortic stenoses. , 1992, Journal of biomechanics.

[3]  E. A. S Guillemin,et al.  Synthesis of Passive Networks , 1957 .

[4]  Alfio Quarteroni,et al.  Analysis of a Geometrical Multiscale Model Based on the Coupling of ODE and PDE for Blood Flow Simulations , 2003, Multiscale Model. Simul..

[5]  B. Gustavsen,et al.  A Half-Size Singularity Test Matrix for Fast and Reliable Passivity Assessment of Rational Models , 2009 .

[6]  L. Formaggia,et al.  Numerical modeling of 1D arterial networks coupled with a lumped parameters description of the heart , 2006, Computer methods in biomechanics and biomedical engineering.

[7]  M. Ronald Wohlers Lumped and Distributed Passive Networks: A Generalized and Advanced Viewpoint , 2013 .

[8]  Omer San,et al.  AN IMPROVED MODEL FOR REDUCED-ORDER PHYSIOLOGICAL FLUID FLOWS , 2012, 1212.0188.

[9]  A Noordergraaf,et al.  Analog studies of the human systemic arterial tree. , 1969, Journal of biomechanics.

[10]  A. Quarteroni,et al.  One-dimensional models for blood flow in arteries , 2003 .

[11]  Alfio Quarteroni,et al.  Analysis of a Geometrical Multiscale Blood Flow Model Based on the Coupling of ODEs and Hyperbolic PDEs , 2005, Multiscale Model. Simul..

[12]  Alfio Quarteroni,et al.  Computational vascular fluid dynamics: problems, models and methods , 2000 .

[13]  J K Raines,et al.  A computer simulation of arterial dynamics in the human leg. , 1974, Journal of biomechanics.

[14]  K. Takayama,et al.  A proposed parent vessel geometry-based categorization of saccular intracranial aneurysms: computational flow dynamics analysis of the risk factors for lesion rupture. , 2005, Journal of neurosurgery.

[15]  J. Nieto,et al.  Biomathematical modeling and analysis of blood flow in an intracranial aneurysm , 2003, Neurological research.

[16]  Zuochang Ye,et al.  Robust Passive Macro-Model Generation With Local Compensation , 2012, IEEE Transactions on Microwave Theory and Techniques.

[17]  Prashanta Kumar Mandal,et al.  An unsteady analysis of non-Newtonian blood flow through tapered arteries with a stenosis , 2005 .

[18]  A. Semlyen,et al.  Fast and accurate switching transient calculations on transmission lines with ground return using recursive convolutions , 1975, IEEE Transactions on Power Apparatus and Systems.

[19]  M. E. Clark,et al.  Global solution to a hyperbolic problem arising in the modeling of blood flow in circulatory systems , 2007 .

[20]  Suncica Canic,et al.  Self-Consistent Effective Equations Modeling Blood Flow in Medium-to-Large Compliant Arteries , 2005, Multiscale Model. Simul..

[21]  Gianluigi Rozza,et al.  Simulation‐based uncertainty quantification of human arterial network hemodynamics , 2013, International journal for numerical methods in biomedical engineering.

[22]  Louis Weinberg,et al.  Network Analysis and Synthesis , 1962 .

[23]  Alfio Quarteroni,et al.  Mathematical and Numerical Modeling of Solute Dynamics in Blood Flow and Arterial Walls , 2001, SIAM J. Numer. Anal..

[24]  P. Blanco,et al.  On the potentialities of 3D-1D coupled models in hemodynamics simulations. , 2009, Journal of biomechanics.

[25]  Spencer J. Sherwin,et al.  Computational modelling of 1D blood flow with variable mechanical properties and its application to the simulation of wave propagation in the human arterial system , 2003 .

[26]  M Zagzoule,et al.  A global mathematical model of the cerebral circulation in man. , 1986, Journal of biomechanics.

[27]  Ramachandra Achar,et al.  Simulation of high-speed interconnects , 2001, Proc. IEEE.

[28]  T. Dhaene,et al.  Variance Weighted Vector Fitting for Noisy Frequency Responses , 2010, IEEE Microwave and Wireless Components Letters.

[29]  Michel S. Nakhla,et al.  Global passivity enforcement algorithm for macromodels of interconnect subnetworks characterized by tabulated data , 2005, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[30]  Mette S. Olufsen,et al.  Linear and Nonlinear Viscoelastic Modeling of Aorta and Carotid Pressure–Area Dynamics Under In Vivo and Ex Vivo Conditions , 2011, Annals of Biomedical Engineering.

[31]  Giulio Antonini,et al.  SPICE equivalent circuits of frequency-domain responses , 2003 .

[32]  A. Cangellaris,et al.  Evaluation of layered media Green's functions via rational function fitting , 2004, IEEE Microwave and Wireless Components Letters.

[33]  S. Sherwin,et al.  One-dimensional modelling of a vascular network in space-time variables , 2003 .

[34]  A. Semlyen,et al.  Rational approximation of frequency domain responses by vector fitting , 1999 .

[35]  P. Blanco,et al.  A unified variational approach for coupling 3D-1D models and its blood flow applications , 2007 .

[36]  S. Sherwin,et al.  Analysing the pattern of pulse waves in arterial networks: a time-domain study , 2009 .

[37]  Alfio Quarteroni,et al.  A 3D/1D geometrical multiscale model of cerebral vasculature , 2009 .

[38]  Joaquim Peiró,et al.  Physical determining factors of the arterial pulse waveform: theoretical analysis and calculation using the 1-D formulation , 2012, Journal of Engineering Mathematics.

[39]  K. Parker,et al.  Wave propagation in a model of the arterial circulation. , 2004, Journal of biomechanics.

[40]  David A. Steinman,et al.  Image-Based Computational Fluid Dynamics Modeling in Realistic Arterial Geometries , 2002, Annals of Biomedical Engineering.

[41]  Clayton R. Paul,et al.  Analysis of Multiconductor Transmission Lines , 1994 .

[42]  A. Quarteroni,et al.  Analysis of lumped parameter models for blood flow simulations and their relation with 1D models , 2004 .

[43]  Larry Pileggi,et al.  IC Interconnect Analysis , 2002 .

[44]  Girija Jayaraman,et al.  Nonlinear analysis of arterial blood flow- : steady streaming effect , 2005 .

[45]  B. Gustavsen,et al.  Improving the pole relocating properties of vector fitting , 2006, 2006 IEEE Power Engineering Society General Meeting.

[46]  D. F. Young,et al.  A finite-element model of blood flow in arteries including taper, branches, and obstructions. , 1986, Journal of biomechanical engineering.

[47]  Juan J. Nieto,et al.  Approximation of solutions for nonlinear problems with an applications to the study of aneurysms of the circle of Willis , 2000 .

[48]  V. Rideout,et al.  Difference-differential equations for fluid flow in distensible tubes. , 1967, IEEE transactions on bio-medical engineering.

[49]  Josip Tambača,et al.  Effective Model of the Fluid Flow through Elastic Tube with Variable Radius , 2005 .

[50]  Alfio Quarteroni,et al.  A Domain Decomposition Method for Advection-Diffusion Processes with Application to Blood Solutes , 2002, SIAM J. Sci. Comput..

[51]  Tom Dhaene,et al.  Spectral models for 1D blood flow simulations , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[52]  N. Stergiopulos,et al.  Validation of a one-dimensional model of the systemic arterial tree. , 2009, American journal of physiology. Heart and circulatory physiology.

[53]  T David,et al.  3D models of blood flow in the cerebral vasculature. , 2006, Journal of biomechanics.

[54]  M E Clark,et al.  A circle of Willis simulation using distensible vessels and pulsatile flow. , 1985, Journal of biomechanical engineering.

[55]  B. Gustavsen Fast Passivity Enforcement for Pole-Residue Models by Perturbation of Residue Matrix Eigenvalues , 2008, IEEE Transactions on Power Delivery.