Advances in River Engineering
Online ISSN : 2436-6714
DEVELOPMENT OF FLOOD FORECASTING MODEL WITH UNSCENTED KALMAN FILTER AND APPLICATION FOR SMALL-MEDIUM RIVERS
Hiroki TSUJIKURAKohji TANAKAMasayuki SUGIURA
Author information
JOURNAL FREE ACCESS

2013 Volume 19 Pages 253-258

Details
Abstract

This paper is discussed to make possibility to the flood forecasting system with small-medium river. Equation of relation between precipitation and water surface level is led by combination with basic equation of reserved function model and equation of HQ curve. Temporal series of constants in equation is analyzed by self regression equation.

Unscented Kalman Filter was employed with complicated non-linear model in order to assume suitable constants in equation. We applied flood forecasting model with Unscented Kalman Filter for actual flood data of River Doki and River Old-Yoshino , and the result of the numerical experiment gave good agreement with the value that had been obtained by the observed water level of two rivers.

Content from these authors
© 2013 Japan Society of Civil Engineers
Previous article Next article
feedback
Top