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Solar Irradiance Forecasting

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–22 of 22 papers

TitleStatusHype
Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal ContextCode1
Solar Irradiance Anticipative TransformerCode1
Solar Irradiance Forecasting with Transformer ModelCode1
Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series—0
SPIRIT: Short-term Prediction of solar IRradIance for zero-shot Transfer learning using Foundation Models—0
Large width penalization for neural network-based prediction interval estimationCode0
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping—0
Short-Term Solar Irradiance Forecasting Under Data Transmission ConstraintsCode0
Input Convex Lipschitz RNN: A Fast and Robust Approach for Engineering TasksCode0
Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids—0
Combined Machine Learning and Physics-Based Forecaster for Intra-day and 1-Week Ahead Solar Irradiance Forecasting Under Variable Weather Conditions—0
Local-Global Methods for Generalised Solar Irradiance Forecasting—0
Day-Ahead Hourly Solar Irradiance Forecasting Based on Multi-Attributed Spatio-Temporal Graph Convolutional NetworkCode0
SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting—0
Detection of Clouds in Multiple Wind Velocity Fields using Ground-based Infrared Sky ImagesCode0
A review on physical and data-driven based nowcasting methods using sky images—0
Comparative Analysis of Methods for Cloud Segmentation in Ground-Based Infrared ImagesCode0
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models—0
Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting—0
An Integrated Multi-Time-Scale Modeling for Solar Irradiance Forecasting Using Deep LearningCode0
A deep learning approach to solar-irradiance forecasting in sky-videos—0
Convolutional Graph Auto-encoder: A Deep Generative Neural Architecture for Probabilistic Spatio-temporal Solar Irradiance Forecasting—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MST-GCNAccuracy0.79—Unverified