Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis

1 February 2021

Papers citing "Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis"

5 / 5 papers shown

Title
Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning Nils Lehmann Jakob Gawlikowski Adam J. Stewart Vytautas Jancauskas Stefan Depeweg Eric T. Nalisnick N. Gottschling 42 0 0 04 Oct 2024
Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints Joshua Edward Hammond Ricardo A. Lara Orozco Michael Baldea Sciences The University of Texas at Austin 26 2 0 19 Mar 2024
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
Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning? Yuhao Nie Quentin Paletta Andea Scotta L. Pomares Guillaume Arbod S. Sgouridis Joan Lasenby A. Brandt 16 7 0 03 Nov 2022
ECLIPSE : Envisioning CLoud Induced Perturbations in Solar Energy Quentin Paletta Anthony Hu Guillaume Arbod Joan Lasenby 38 34 0 26 Apr 2021