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

• المؤلفون الرئيسيون: Dullah H., Ahmed A.N., Kumar P., Elshafie A.
• مؤلفون آخرون: 57199323863
• التنسيق: مقال
• منشور في: Springer Science and Business Media Deutschland GmbH 2024
• الموضوعات: 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

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...