no code implementations • 11 Jun 2019 • Arghavan Zare-Noghabi, Morteza Shabanzadeh, Hossein Sangrody
In the proposed forecasting model, SVR is the main part of the forecasting algorithm while SOSO is embedded into it to optimize the parameters of SVR.
no code implementations • 24 Sep 2017 • Hossein Sangrody, Morteza Sarailoo, Ning Zhou, Nhu Tran, Mahdi Motalleb, Elham Foruzan
Generally, observed weather data are applied in the solar PV generation forecasting model while in practice the energy forecasting is based on forecasted weather data.
no code implementations • 15 Jul 2017 • Hossein Sangrody, Morteza Sarailoo, Ning Zhou, Ahmad Shokrollahi, Elham Foruzan
Generally, forecasting models are trained using observed weather data while the trained models are applied for energy forecasting using forecasted weather data.
no code implementations • 11 Jul 2017 • Ahmad Shokrollahi, Hossein Sangrody, Mahdi Motalleb, Mandana Rezaeiahari, Elham Foruzan, Fattah Hassanzadeh
Reliability assessment of distribution system, based on historical data and probabilistic methods, leads to an unreliable estimation of reliability indices since the data for the distribution components are usually inaccurate or unavailable.