Publication

Real time neural fuzzy system for rainfall-runoff modeling.

Talei A., Chua L.H.C., Quek C., 10th Intenrational Conference on Hydroscience & Engineering, 4-7 Nov 2012, Orlando, Florida, US. , 2012

Real Time Dynamic Evolving Neural Fuzzy Inference System (RT-DENFIS) has been developed in this study. RT-DENFIS is a Takagi-Sugeno-type fuzzy inference system and utilizes online learning. This model was applied for a discharge forecasting in catchment in Sweden. Results showed that RT-DENFIS gave consistently better results without the need for retraining; however, the batch models such as ANFIS trained with historical data had to be retrained periodically in order to achieve similar results.