Fuzzy Model Use for Evaluation of Peak Outflow from a River Basin during Flash Flood

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F09%3APU81905" target="_blank" >RIV/00216305:26110/09:PU81905 - isvavai.cz</a>
Alternative codes found
RIV/00020699:_____/09:N0000001
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Fuzzy Model Use for Evaluation of Peak Outflow from a River Basin during Flash Flood
Original language description
One of the most difficult tasks in field of the operative hydrology is the prediction of occurrence and course of the flash floods. It is difficult to predict torrential rain falls because their character. Usage of the nowcasting methods holds hope. Thetorrential rainfall prediction should be followed by suitable hydrological model able to estimate at least the resultant peak outflow. The hydrological models construction interferes with high measure of uncertainty, inherent in the rainfall prediction,rainfall-runoff process and its simulation. The way how to eliminate influence of uncertainty is to use the fuzzy logic and other artificial intelligence methods. The fuzzy model was compiled through the Fuzzy Logic Toolbox in the developmental environment of MATLAB. A model was calibrated with the help of genetic algorithm, neural networks and different optimization methods.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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