Identification of the Exchange Coefficient from IndirectData for a Coupled Continuum Pipe-Flow Model?

Citation:

Xinming WU,Philipp KUGLER,Shuai LU.Identification of the Exchange Coefficient from IndirectData for a Coupled Continuum Pipe-Flow Model?[J].Chinese Annals of Mathematics B,2014,35(3):483~500
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Authors:

Xinming WU; Philipp KUGLER; Shuai LU;

Foundation:

National Natural Science Foundation of China (Nos. 91330202,11301089, 91130004), Chinese Ministry of Education (No. 20110071120001) and the Programme of IntroducingTalents of Discipline to Universities of China (No. B08018).
Abstract: Calibration and identification of the exchange effect between the karst aquifers and the underlying conduit network are important issues in order to gain a better understanding of these hydraulic systems. Based on a coupled continuum pipe-flow (CCPF for short) model describing flows in karst aquifers, this paper is devoted to the identification of an exchange rate function, which models the hydraulic interaction between the fissured volume (matrix) and the conduit, from the Neumann boundary data, i.e., matrix/conduit seepage velocity. The authors formulate this parameter identification problem as a nonlinear operator equation and prove the compactness of the forward mapping. The stable approximate solution is obtained by two classic iterative regularization methods, namely, the Landweber iteration and Levenberg-Marquardt method. Numerical examples on noisefree and noisy data shed light on the appropriateness of the proposed approaches.

Keywords:

CCPF model, Landweber iteration, Levenberg-Marquardt method

Classification:

65N21, 65J20, 65J22
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