2 papers
cs.LG2025
Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal Dependencies
Yanan Niu, Demetri Psaltis, Christophe Moser +1
Accurate solar forecasting underpins effective renewable energy management. We present SolarCAST, a causally informed model predicting future global horizontal irradiance (GHI) at…
cs.CV2025
Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series
Yanan Niu, Roy Sarkis, Demetri Psaltis +3
Accurate intraday solar irradiance forecasting is crucial for optimizing dispatch planning and electricity trading. For this purpose, we introduce a novel and effective approach th…