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Updated: Aug 5, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
A nonlinear windkessel model for cardiovascular dynamics: Variable compliance and pathological simulations
Marcus Varanis1, Mateus Ferraz2, Daniel Longo2
1Nonlinear Dynamics and Signal Processing Group - Institute of Physics, Federal University of Mato Grosso do Sul, Bloco V - R. Ufms, Campo Grande, 79070900, MS, Brazil. marcus.varanis@ufms.br.
This study introduces a nonlinear cardiovascular model where aortic compliance depends on pressure. This novel approach improves physiological accuracy for arterial models, enhancing simulations of cardiovascular conditions.
Area of Science:
- Cardiovascular Physiology
- Computational Modeling
- Biomedical Engineering
Background:
- Traditional lumped-parameter cardiovascular models often assume linear arterial compliance.
- Pressure-independent arterial compliance limits physiological interpretability and accuracy.
- There is a need for more sophisticated models that capture nonlinear arterial dynamics.
Purpose of the Study:
- To introduce a nonlinear extension of the Windkessel model incorporating pressure-dependent aortic compliance.
- To develop a physiologically grounded cardiovascular model for improved simulation accuracy.
- To provide a platform for analyzing cardiovascular pathologies and model sensitivity.
Main Methods:
- A nonlinear extension of the closed-loop Windkessel model was developed.
- Aortic compliance was defined as an exponential function of aortic pressure.
- A twelve-state formulation using an RLC network and time-varying ventricular elastances was derived from Kirchhoff's laws.
Main Results:
- The nonlinear model accurately reproduced linear model results under nominal conditions.
- Pressure-dependent compliance selectively modulated proximal pulsatility away from nominal operating points.
- Mean arterial pressure, stroke volume, and cardiac output were largely preserved across conditions.
- Simulations showed distinct signatures for aortic regurgitation and arterial stiffening.
Conclusions:
- The proposed nonlinear cardiovascular model offers enhanced physiological realism and interpretability.
- This compact model serves as a valuable tool for cardiovascular research, including pathological emulation and sensitivity analysis.
- The formulation advances lumped-parameter modeling by incorporating key nonlinear arterial mechanics.
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