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Identification of the Exchange Coefficient from Indirect Data for a Coupled Continuum Pipe-Flow Model

Identification of the Exchange Coefficient from Indirect Data for a Coupled Continuum Pipe-Flow Model
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摘要 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. 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.
出处 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2014年第3期483-500,共18页 数学年刊(B辑英文版)
基金 supported by the National Natural Science Foundation of China(Nos.91330202,11301089,91130004) Chinese Ministry of Education(No.20110071120001) the Programme of Introducing Talents of Discipline to Universities of China(No.B08018)
关键词 Landweber迭代法 模型辨识 管流 耦合 非线性算子方程 岩溶含水层 间接 管道网络 CCPF model, Landweber iteration, Levenberg-Marquardt method
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参考文献21

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