Unsteady flow generated by a point-like source takes place into a -dimensional porous formation where the spatial variability of the hydraulic conductivity is modelled within a stochastic framework that regards as a stationary, normally distributed random space function (rsf). As a consequence, the hydraulic head becomes also stochastic, and we aim at quantifying its uncertainty. Towards this aim, we have derived the head covariance by means of a perturbation expansion which regards the variance of the zero mean rsf (hereafter being the ensemble average operator) as a small parameter. The analytical results are expressed in terms of multiple quadratures which are markedly reduced after adopting specific autocorrelation for . This enables one to obtain simple results providing straightforward physical insight into the spatial distribution of as a consequence of the heterogeneity of . In view of those applications (pumping tests) aiming at the identification of the hydraulic properties of geological formations, we have focused on a flow generated by a source of instantaneous and constant strength. The attainment of the large time (steady-state) regime is studied in detail.
Uncertainty quantification of unsteady source flows in heterogeneous porous media / Severino, Gerardo; Leveque, Santolo; Toraldo, Gerardo. - In: JOURNAL OF FLUID MECHANICS. - ISSN 0022-1120. - 870:(2019), pp. 5-26. [10.1017/jfm.2019.203]
Uncertainty quantification of unsteady source flows in heterogeneous porous media
Severino, Gerardo;Toraldo, Gerardo
2019
Abstract
Unsteady flow generated by a point-like source takes place into a -dimensional porous formation where the spatial variability of the hydraulic conductivity is modelled within a stochastic framework that regards as a stationary, normally distributed random space function (rsf). As a consequence, the hydraulic head becomes also stochastic, and we aim at quantifying its uncertainty. Towards this aim, we have derived the head covariance by means of a perturbation expansion which regards the variance of the zero mean rsf (hereafter being the ensemble average operator) as a small parameter. The analytical results are expressed in terms of multiple quadratures which are markedly reduced after adopting specific autocorrelation for . This enables one to obtain simple results providing straightforward physical insight into the spatial distribution of as a consequence of the heterogeneity of . In view of those applications (pumping tests) aiming at the identification of the hydraulic properties of geological formations, we have focused on a flow generated by a source of instantaneous and constant strength. The attainment of the large time (steady-state) regime is studied in detail.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.