Multi-step solar radiation prediction using transformer: A case study from solar radiation data in Tokyo
Huagang Dong,
Pengwei Tang,
Bo He
et al.
Abstract:The widespread advancement of computer technology resulted in the increasing usage of deep learning models for predicting solar radiation. Numerous studies have been conducted to explore their research potential. Nevertheless, the application of deep learning models in optimizing building energy systems, particularly in a multi-step solar radiation prediction model for model predictive control (MPC), remains a challenging task. This is mainly due to the intricacy of the time series and the possibility of accum… Show more
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