Methodology Based on BERT (Bidirectional Encoder Representations from Transformers) to Improve Solar Irradiance Prediction of Deep Learning Models Trained with Time Series of Spatiotemporal Meteorological Information

Forecasting - 17/1/2025

10.3390/forecast7010005 View at source

• ISSN 25719394

• iMarina

Solar Irradiance Ramp Classification Using the IBEDI (Irradiance-Based Extreme Day Identification) Method

Energies - 1/1/2025

10.3390/en18020243 View at source

• ISSN 19961073

• iMarina

Three Novel Artificial Neural Network Architectures Based on Convolutional Neural Networks for the Spatio-Temporal Processing of Solar Forecasting Data

Applied Sciences-Basel - 1/7/2024

10.3390/app14135955 View at source

• ISSN 20763417

• iMarina

Impact of Stationarizing Solar Inputs on Very-Short-Term Spatio-Temporal Global Horizontal Irradiance (GHI) Forecasting

Energies - 1/7/2024

10.3390/en17143527 View at source

• ISSN 19961073

• iMarina

BERT (Bidirectional Encoder Representations from Transformers) for Missing Data Imputation in Solar Irradiance Time Series †

Engineering Proceedings - 1/1/2023

10.3390/engproc2023039026 View at source

• ISSN 26734591

• iMarina

Wind Influence on the Spatiotemporal Forecast of Global Horizontal Irradiance

Environmental Sciences Proceedings - 1/1/2023

• iMarina

Review on Spatio-Temporal Solar Forecasting Methods Driven by In Situ Measurements or Their Combination with Satellite and Numerical Weather Prediction (NWP) Estimates

Energies - 1/6/2022

10.3390/en15124341 View at source

• ISSN 19961073

• iMarina

Two Novel Deep Learning Models for Short-term Forecasting of Solar Radiation Using Meteorological Variables

8th Iberian Conference On Information Systems And Technologies, Cisti 2013 - 1/1/2022

10.23919/cisti54924.2022.9820421 View at source

• ISSN 21660727

• iMarina
• iMarina