Search Results for author: Hossein Sangrody

Found 4 papers, 0 papers with code

Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization

no code implementations11 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.

feature selection Load Forecasting +2

Weather Forecasting Error in Solar Energy Forecasting

no code implementations24 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.

Weather Forecasting

On the Performance of Forecasting Models in the Presence of Input Uncertainty

no code implementations15 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.

Reliability Assessment of Distribution System Using Fuzzy Logic for Modelling of Transformer and Line Uncertainties

no code implementations11 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.

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