Title :
Simplified approach for flood estimation and propagation
Author :
Drobot, Radu ; Dinu, Cristian ; Draghia, Aurelian ; Adler, Mary Jeanne ; Corbus, Ciprian ; Matreata, Marius
Author_Institution :
Dept. of Hydrotechnic Eng., Tech. Univ. of Civil Eng., Bucharest, Romania
Abstract :
The river basins and water management systems are characterized by a high degree of complexity. In order to find the best operation rules of the reservoirs during floods all other time consuming data processing (like flood wave propagation) should be simplified at maximum. For this purpose, the Genetic Programming (GP) approach was used. The GP transfer functions derived for flood propagation provide an excellent agreement with the floods propagation based on Saint Venant equations, but without time and other resources consuming. The synthetic floods of the ungauged tributaries keeping the same probability of exceedance along the main river were derived using regionalization studies. The proposed approach was tested for Sitna and Miletin river, two main tributaries of Jijia river.
Keywords :
environmental management; floods; genetic algorithms; reservoirs; rivers; shallow water equations; transfer functions; GP transfer functions; Miletin river; Saint Venant equations; Sitna river; flood estimation; flood management; flood propagation; genetic programming; reservoir operation rules; river basins system; river tributaries; water management system; Discharges (electric); Floods; Genetic programming; Mathematical model; Reservoirs; Rivers; Transfer functions; Genetic Programming; floods; parameters; propagation; regionalisation;
Conference_Titel :
Automation, Quality and Testing, Robotics, 2014 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4799-3731-8
DOI :
10.1109/AQTR.2014.6857921