Skip to main content
Erschienen in: Hydrogeology Journal 7/2010

01.11.2010 | Paper

A perturbation stochastic finite-element method for groundwater flow models based on an undetermined-coefficients approach

verfasst von: Leihua Yao, Pengpeng He, Shikun Song

Erschienen in: Hydrogeology Journal | Ausgabe 7/2010

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A new perturbation technique and finite-element method, which incorporates an undetermined-coefficients approach, is proposed to conduct stochastic simulation for problems of groundwater flow. Formulas of the mean value and variance of groundwater head are derived to exclude the process of computing the first and second-order derivatives of groundwater head with respect to stochastic variables (coefficient of transmissibility, storage coefficient, etc.) in the calculation process of common finite element methods. For ordinary stochastic groundwater problems, the statistical properties of groundwater head can be easily obtained by using the proposed method, which is especially efficient for the stochastic problems that have fewer input stochastic variables. A stochastic numerical simulation of a two-dimensional confined-groundwater flow problem has been conducted to validate effectiveness and determine the limitations of the proposed method. The results illustrate that the accuracy and efficiency of the method proposed are satisfactory, and that the computing time is shorter when there is a small number of input stochastic variables.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Aguirre CG, Haghighi K (2003) Stochastic modeling of transient contaminant transport. J Hydrol 276:224–239CrossRef Aguirre CG, Haghighi K (2003) Stochastic modeling of transient contaminant transport. J Hydrol 276:224–239CrossRef
Zurück zum Zitat Bark AA, Gelhar LW, Gutjahr AL, MacMillan JR (1978) Stochastic analysis of spatial variability in subsurface flows: 1. comparison of one- and three-dimensional flows. Water Resour Res 14(2):263–271CrossRef Bark AA, Gelhar LW, Gutjahr AL, MacMillan JR (1978) Stochastic analysis of spatial variability in subsurface flows: 1. comparison of one- and three-dimensional flows. Water Resour Res 14(2):263–271CrossRef
Zurück zum Zitat Chan YK, Mullineux N, Reed JR (1976) Analytic solutions for drawdowns in rectangular artesian aquifers. J Hydrol 31:151–160CrossRef Chan YK, Mullineux N, Reed JR (1976) Analytic solutions for drawdowns in rectangular artesian aquifers. J Hydrol 31:151–160CrossRef
Zurück zum Zitat Chang CM, Yeh H-D (2009) Stochastic analysis of bounded unsaturated flow in heterogeneous aquifers: spectral/perturbation approach. Adv Water Resour 32(1):120–126CrossRef Chang CM, Yeh H-D (2009) Stochastic analysis of bounded unsaturated flow in heterogeneous aquifers: spectral/perturbation approach. Adv Water Resour 32(1):120–126CrossRef
Zurück zum Zitat Gelhar LW, Axness CL (1983) Three-dimensional stochastic analysis of macrodispersion in aquifers. Water Resour Res 19(1):161–180CrossRef Gelhar LW, Axness CL (1983) Three-dimensional stochastic analysis of macrodispersion in aquifers. Water Resour Res 19(1):161–180CrossRef
Zurück zum Zitat Handa K, Anderson K (1981) Application of finite element methods in statistical analysis of structures. In: Proceedings of 3rd International Conference on Struct. Safety and Reliability, Trondheim, Norway, June 1981, pp 409-417 Handa K, Anderson K (1981) Application of finite element methods in statistical analysis of structures. In: Proceedings of 3rd International Conference on Struct. Safety and Reliability, Trondheim, Norway, June 1981, pp 409-417
Zurück zum Zitat Harter T, Yeh T-C (1998) Flow in unsaturated random porous media, nonlinear numerical analysis and comparison to analytical stochastic models. Adv Water Resour 22(3):185–195CrossRef Harter T, Yeh T-C (1998) Flow in unsaturated random porous media, nonlinear numerical analysis and comparison to analytical stochastic models. Adv Water Resour 22(3):185–195CrossRef
Zurück zum Zitat Hisada T, Nakagiri S (1982) Stochastic finite element analysis of uncertain structures system, In: Proceedings of the 4th International Conference on FEM, Brisbane, Australia, August 1982, pp 133-138 Hisada T, Nakagiri S (1982) Stochastic finite element analysis of uncertain structures system, In: Proceedings of the 4th International Conference on FEM, Brisbane, Australia, August 1982, pp 133-138
Zurück zum Zitat Jang Y-S, Sitar N, Der KA (1994) Reliability approach to probabilistic modeling of contaminant transport. Water Resour Res 30(8):2435–2448CrossRef Jang Y-S, Sitar N, Der KA (1994) Reliability approach to probabilistic modeling of contaminant transport. Water Resour Res 30(8):2435–2448CrossRef
Zurück zum Zitat Liu N, Lv T (1995) Stochastic FEM and its applications in engineering. Adv Mech 1:114–125 Liu N, Lv T (1995) Stochastic FEM and its applications in engineering. Adv Mech 1:114–125
Zurück zum Zitat Mantoglou A, Gelhar LW (1987) Stochastic modeling of large-scale transient unsaturated flow systems. Water Resour Res 23(1):37–46CrossRef Mantoglou A, Gelhar LW (1987) Stochastic modeling of large-scale transient unsaturated flow systems. Water Resour Res 23(1):37–46CrossRef
Zurück zum Zitat Osnes H, Langtangen HP (1998) An efficient probabilistic finite element method for stochastic groundwater flow. Adv Water Resour 22(2):185–195CrossRef Osnes H, Langtangen HP (1998) An efficient probabilistic finite element method for stochastic groundwater flow. Adv Water Resour 22(2):185–195CrossRef
Zurück zum Zitat Russo D, Bouton M (1992) Statistical analysis of spatial variability in unsaturated flow parameters. Water Resour Res 28(7):1911–1925CrossRef Russo D, Bouton M (1992) Statistical analysis of spatial variability in unsaturated flow parameters. Water Resour Res 28(7):1911–1925CrossRef
Zurück zum Zitat Russo D, Russo I, Laufer A (1997) On the spatial variability of parameters of the unsaturated hydraulic conductivity. Water Resour Res 33(5):947–956CrossRef Russo D, Russo I, Laufer A (1997) On the spatial variability of parameters of the unsaturated hydraulic conductivity. Water Resour Res 33(5):947–956CrossRef
Zurück zum Zitat Satish MG, Zhu J (1992) Stochastic approach for groundwater flow in a semiconfined aquifer subject to random boundary conditions. Adv Water Resour 15:329–339CrossRef Satish MG, Zhu J (1992) Stochastic approach for groundwater flow in a semiconfined aquifer subject to random boundary conditions. Adv Water Resour 15:329–339CrossRef
Zurück zum Zitat Tang DH, Pinder GF (1977) Simulation of groundwater flow and mass transport under uncertainty. Adv Water Resour 1(1):25–30CrossRef Tang DH, Pinder GF (1977) Simulation of groundwater flow and mass transport under uncertainty. Adv Water Resour 1(1):25–30CrossRef
Zurück zum Zitat Yao L (1995) Study of stochastic numerical simulation for groundwater flow (in Chinese). PhD Thesis, Institute of Geology, China Yao L (1995) Study of stochastic numerical simulation for groundwater flow (in Chinese). PhD Thesis, Institute of Geology, China
Zurück zum Zitat Yao L (1996) Taylor series expansion stochastic finite element method for models of groundwater flow. J China Coal Soc 21(6):566–570 Yao L (1996) Taylor series expansion stochastic finite element method for models of groundwater flow. J China Coal Soc 21(6):566–570
Zurück zum Zitat Zhou Y (1993) Foreign simulation of groundwater flow and substance transmission: current situations and trends. In: Proceedings of engineering geology, hydrogeology and environmental geology. Seismological Press, Beijing Zhou Y (1993) Foreign simulation of groundwater flow and substance transmission: current situations and trends. In: Proceedings of engineering geology, hydrogeology and environmental geology. Seismological Press, Beijing
Metadaten
Titel
A perturbation stochastic finite-element method for groundwater flow models based on an undetermined-coefficients approach
verfasst von
Leihua Yao
Pengpeng He
Shikun Song
Publikationsdatum
01.11.2010
Verlag
Springer-Verlag
Erschienen in
Hydrogeology Journal / Ausgabe 7/2010
Print ISSN: 1431-2174
Elektronische ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-010-0639-4

Weitere Artikel der Ausgabe 7/2010

Hydrogeology Journal 7/2010 Zur Ausgabe