SOTAVerified

Solar Irradiance Forecasting

Papers

Showing 1120 of 22 papers

TitleStatusHype
Local-Global Methods for Generalised Solar Irradiance Forecasting0
A deep learning approach to solar-irradiance forecasting in sky-videos0
SPIRIT: Short-term Prediction of solar IRradIance for zero-shot Transfer learning using Foundation Models0
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping0
A review on physical and data-driven based nowcasting methods using sky images0
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models0
Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids0
Combined Machine Learning and Physics-Based Forecaster for Intra-day and 1-Week Ahead Solar Irradiance Forecasting Under Variable Weather Conditions0
Convolutional Graph Auto-encoder: A Deep Generative Neural Architecture for Probabilistic Spatio-temporal Solar Irradiance Forecasting0
Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MST-GCNAccuracy0.79Unverified