Integrated nonlinear autoregressive neural network and Holt winters exponential smoothing for river streaming flow forecasting at Aswan High

• Main Authors: Dullah H., Ahmed A.N., Kumar P., Elshafie A.
• Other Authors: 57199323863
• Format: Article
• Published: Springer Science and Business Media Deutschland GmbH 2024
• Subjects: Aswan high dam; Exponential smoothing; Forecasting; Holt-winters; Machine learning; Nonlinear autoregressive neural network; Aswan Dam; Nile River; artificial neural network; dam; forecasting method; inflow; nonlinearity; river discharge; smoothing; streamflow; winter
• Institution: Universiti Tenaga Nasional

Streamflow forecasting process exhibited highly nonstationary and stochastic pattern, thus not easy to be done with simple models. There is a need to develop an efficient and precise streamflow forecasting system which is vital for water management at hydrological infrastructures like Aswan High Dam...