A comprehensive evaluation study of the performance of 140 separation models selected from the literature to predict direct normal irradiance (DNI) from global horizontal irradiance …
As the world looks for low-carbon sources of energy, solar power stands out as the single most abundant energy resource on Earth. Harnessing this energy is the challenge for this …
J Fan, L Wu, X Ma, H Zhou, F Zhang - Renewable Energy, 2020 - Elsevier
Increasing air pollutants significantly affect the proportion of diffuse (R d) to global (R s) solar radiation. This study proposed three new hybrid support vector machines (SVM) with particle …
Solar energy is clean, environmentally friendly and freely available over the planet earth. Life on earth also owes its existence to solar energy. Solar energy is used to produce …
The optimal design of the renewable energy system can significantly improve the economical and technical performance of power supply. In this paper, the technical …
To apply deep learning technique for estimating hourly global solar radiation (GSR) from geostationary satellite observations, a hybrid deep network is proposed, relying on …
An optimal sizing methodology based on an energy approach is described and applied to grid-connected photovoltaic systems taking into account the photovoltaic module technology …
AM Noorian, I Moradi, GA Kamali - Renewable energy, 2008 - Elsevier
This study evaluates the performance of 12 models to estimate hourly diffuse solar irradiation on inclined surfaces from those measured on horizontal surfaces. Total solar …
Hybrid energy systems (HESs) are becoming popular for standalone applications due to global concern regarding green house gas (GHG) emissions and depletion of fossil fuel …