Estimation of System Parameters in Ground Water Systems: Application of Optimization Techniques to Estimate Flow and Solute Transport Parameters in Groundwater Systems

 
9783639207361: Estimation of System Parameters in Ground Water Systems: Application of Optimization Techniques to Estimate Flow and Solute Transport Parameters in Groundwater Systems

This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem.

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Prof. V.P. Huggi obtained Ph.D. Degree in Civil Engg. from the IIT Bombay, India in 2006. He has special interest in application of Inverse Modeling Techniques to estimate system parameters of Civil Engineering systems. He has published several papers in refereed International journals. He is Fellow/Member of several professional organizations.

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Huggi, Venkappa
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Book Description Book Condition: New. Publisher/Verlag: VDM Verlag Dr. Müller | Application of Optimization Techniques to Estimate Flow and Solute Transport Parameters in Groundwater Systems | This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem. | Format: Paperback | Language/Sprache: english | 360 pp. Bookseller Inventory # K9783639207361

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Venkappa Huggi
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Book Description VDM Verlag Okt 2009, 2009. Taschenbuch. Book Condition: Neu. Neuware - This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem. 360 pp. Englisch. Bookseller Inventory # 9783639207361

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Book Description VDM Verlag Okt 2009, 2009. Taschenbuch. Book Condition: Neu. Neuware - This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem. 360 pp. Englisch. Bookseller Inventory # 9783639207361

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Book Description VDM Verlag Okt 2009, 2009. Taschenbuch. Book Condition: Neu. This item is printed on demand - Print on Demand Neuware - This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem. 360 pp. Englisch. Bookseller Inventory # 9783639207361

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Book Description VDM Verlag, Russian Federation, 2012. Paperback. Book Condition: New. Language: English . Brand New Book. This study deals with the formulation of a coupled flow-mass transport inverse problem using the weighted least squares (WLS) estimation concept. The parameters of coupled flow-mass transport model are identified based on GNM, SA, and GA. The resulting parameter estimation entails inversion of spatial and temporal distribution of head and concentration. An FEM model is developed for computing the distribution of head and concentration in a confined aquifer. The inverse model based upon GNM, SA, and GA approaches identifies flow and transport parameters within each zone. Aquifer parameters estimated by GNM are compared with those obtained by SA and GA. Reliability of the estimated parameters is assessed using sensitivity and variance-covariance analysis. An optimum parameter structure is identified by computing and analyzing the sum of squared head and concentration residuals for different alternate model structure. GNM, SA, and GA inverse models are adequately modified for their application to the field problem. This book was created using print-on-demand technology. Bookseller Inventory # KNV9783639207361

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