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

3 November 2022

Papers citing "Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?"

6 / 6 papers shown

Title
SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPT Yuhao Nie E. Zelikman Andea Scott Quentin Paletta A. Brandt 38 3 0 20 Jun 2023
Open-Source Ground-based Sky Image Datasets for Very Short-term Solar Forecasting, Cloud Analysis and Modeling: A Comprehensive Survey Yuhao Nie Xiatong Li Quentin Paletta Max Aragon Andea Scott A. Brandt 11 9 0 27 Nov 2022
ECLIPSE : Envisioning CLoud Induced Perturbations in Solar Energy Quentin Paletta Anthony Hu Guillaume Arbod Joan Lasenby 38 34 0 26 Apr 2021
Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis Quentin Paletta Guillaume Arbod Joan Lasenby 31 65 0 01 Feb 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 312 36,381 0 25 Aug 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,906 0 13 Jun 2015