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Quentin Paletta

SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPT

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Jun 20, 2023
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Open-Source Ground-based Sky Image Datasets for Very Short-term Solar Forecasting, Cloud Analysis and Modeling: A Comprehensive Survey

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Dec 01, 2022
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Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?

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Nov 03, 2022
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Omnivision forecasting: combining satellite observations with sky images for improved intra-hour solar energy predictions

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Jun 07, 2022
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SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting

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Nov 29, 2021
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ECLIPSE : Envisioning Cloud Induced Perturbations in Solar Energy

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Apr 26, 2021
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Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis

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Feb 02, 2021
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A Temporally Consistent Image-based Sun Tracking Algorithm for Solar Energy Forecasting Applications

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Dec 02, 2020
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Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting

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May 22, 2020
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