TY - JOUR
T1 - The sobol sensitivity analysis of the pressure, stresses, and displacement arising from poroelastic modelling of hard mechanical systems
AU - Asghari, Hadi
AU - Miller, Laura
AU - Penta, Raimondo
AU - Melnikov, Andrey
AU - Spitas, Christos
AU - Merodio, Jose
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/12
Y1 - 2025/12
N2 - We perform a sensitivity analysis to investigate the influence of material input parameters on the pressure, stresses, and displacement of an isotropic porous solid cylinder representing hard mechanical systems such as the bone. We model the system using the governing equations of Biot’s poroelasticity in cylindrical polar coordinates, where the solutions are found by enforcing radial boundary conditions. The sensitivity analysis is carried out on the solutions for the pressure, stress components and displacement using ranges of the investigated parameters representative of the bone. Our study finds that the time has the highest influence on the pressure, the stress components and displacements. We find that the Poisson ratio plays a greater role than shear in the pressure response, and the shear counts more than the other parameters in the radial and circumferential stresses. There are key joint interactions between the Biot’s coefficient and the Poisson ratio, the non-dimensionalised radius of the bone, and the Biot’s modulus M when investigating interstitial pressure, which is a key value in bone remodelling and fracture healing. This study paves the way to a deeper understanding of the interplay of all the parameters that are necessary to capture the true behaviour of hard mechanical systems such as the bone and its potential remodelling.
AB - We perform a sensitivity analysis to investigate the influence of material input parameters on the pressure, stresses, and displacement of an isotropic porous solid cylinder representing hard mechanical systems such as the bone. We model the system using the governing equations of Biot’s poroelasticity in cylindrical polar coordinates, where the solutions are found by enforcing radial boundary conditions. The sensitivity analysis is carried out on the solutions for the pressure, stress components and displacement using ranges of the investigated parameters representative of the bone. Our study finds that the time has the highest influence on the pressure, the stress components and displacements. We find that the Poisson ratio plays a greater role than shear in the pressure response, and the shear counts more than the other parameters in the radial and circumferential stresses. There are key joint interactions between the Biot’s coefficient and the Poisson ratio, the non-dimensionalised radius of the bone, and the Biot’s modulus M when investigating interstitial pressure, which is a key value in bone remodelling and fracture healing. This study paves the way to a deeper understanding of the interplay of all the parameters that are necessary to capture the true behaviour of hard mechanical systems such as the bone and its potential remodelling.
KW - Biot’s poroelasticity
KW - Hard mechanical systems
KW - Sobol statistical method
UR - https://www.scopus.com/pages/publications/105025673940
U2 - 10.1038/s41598-025-28109-z
DO - 10.1038/s41598-025-28109-z
M3 - Article
C2 - 41436740
AN - SCOPUS:105025673940
SN - 2045-2322
VL - 15
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 44378
ER -