Short-term solar irradiance forecasting in streaming with deep learning.
Neurocomputing（2023）
Abstract
•Accurate solar irradiance forecasting with deep learning (DL) in an online learning scenario.•Convolutional neural networks provided great performance in adapting to abrupt concept drifts.•The model effectively captured the spatial and external-factors information such as wind speed
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Key words
Solar irradiance, Deep learning, Data stream, Short-term forecasting, Time series, Online learning
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