Assessment of solar irradiance forecasting utilizing attention-based bidirectional long short-term memory network

The modernization of the world has considerably reduced the prime sources of energy such as coal, diesel and gas. Thus, alternative energy sources based on renewable energy have been the main concentration nowadays to address the world’s energy demand as well as restrict global warming. Solar energy is the main source used to generate electricity through photovoltaic (PV) system. However, the output of PV power is normally intermittent.
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Assessment of solar irradiance forecasting utilizing attention-based bidirectional long short-term memory network