Aşağı Sakarya Nehri akımlarının yapay sinir ağları ile tahmin edilmesi

OpenAlex Türkçe

Sakarya River is located in Sakarya Basin which determined by DSI,is 12th of 26 basin. Sakarya River basin, which is the most important river in the region, is an important source of natural energy. With the dams built on the area provides drinking and irrigation water. In this study, the amount of Lower Sakarya River’s flow estimated from Artificial Neural Networks (ANN) models using Feed Forward Backpropagation Neural Networks. Time shift done under a variety of scenarios, the best scenario to be determined from results. In scenarios Flow Observation Station No. 1221 Doağançay flow data used. Obtained results are evaluated the four day time shift scenario has the highest coefficient of determination (R) value. The study on Sakarya River will be helpful to future studies in energy and flood.