Hydrograph synthesis based on basin geomorphology

By: Call Number: AIT Thesis no.WA-85-30 Contributor(s): Material type: TextSeries: Asian Institute of Technology. Thesis ; no. WA-85-30Publication details: Bangkok : Asian Institute of Technology, 1984Description: 106, [131] pSubject(s): Online resources: Dissertation note: Thesis (M.Eng.) - Asian Institute of Technology, 1984 Summary: A nonlinear, deterministic, lumped-parameter model for the combined overland and channel flow phases is developed. The main objective of these study is to optimize the parameters of this nonlinear storage function model. Model parameters could be related to the physical characteristics of the Basin. A Newton-Raphson algorithm coupled with sensitivity analysis is used in the optimization technique. The sensitivity analysis includes techniques of the principal components regression. The parameters are optimized using the above technique for both discharge and storage with realistic initial values chosen. The proposed model can be applied satisfactorily with minimum computational time and effort to an actual system if realistic initial values of parameters are know. The main difficulty is how to use the search technique to find initial values of parameters.
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20-AIT Publication Asian Institute of Technology Library AIT Publications AIT Thesis no.WA-85-30 (Browse shelf(Opens below)) 1 Available 30050003051314
20-AIT Publication Asian Institute of Technology Library AIT Publications AIT Thesis no.WA-85-30 (Browse shelf(Opens below)) 2 Available 30050003051322
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A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Engineering and Technology

Thesis (M.Eng.) - Asian Institute of Technology, 1984

A nonlinear, deterministic, lumped-parameter model for the combined overland and channel flow phases is developed. The main objective of these study is to optimize the parameters of this nonlinear storage function model. Model parameters could be related to the physical characteristics of the Basin. A Newton-Raphson algorithm coupled with sensitivity analysis is used in the optimization technique. The sensitivity analysis includes techniques of the principal components regression. The parameters are optimized using the above technique for both discharge and storage with realistic initial values chosen. The proposed model can be applied satisfactorily with minimum computational time and effort to an actual system if realistic initial values of parameters are know. The main difficulty is how to use the search technique to find initial values of parameters.

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