Attention mechanism

SolarFusionNet: Enhanced Solar Irradiance Forecasting via Automated Multi-Modal Feature Selection and Cross-Modal Fusion

Solar forecasting has emerged as a cost-effective technology to mitigate the negative impacts of intermittent solar power on the power grid. Despite the multitude of deep learning methodologies available for forecasting solar irradiance, there is a …

Self-attention mechanism to enhance the generalizability of data-driven time-series prediction: A case study of intra-hour power forecasting of urban distributed photovoltaic systems

The emergence of small-scale urban distributed solar generation (DSG) has urged the exploration of site-adaptive forecasting models designed to accurately predict future power outputs for unseen DSGs. In such scenarios, with numerous DSGs spread …