Paletta, Quentin

1. Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting
   2020/05/22 by Quentin Paletta, Joan Lasenby, Paletta, Quentin +1 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Grey System Theory Applications #I.2.10 #I.4.9 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Solar Radiation and Photovoltaics #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
2. Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images -- an in-depth Analysis
   2021/02/01 by Quentin Paletta, Paletta, Quentin, Guillaume Arbod +3 · 1 citation
   Computer Science · Engineering · Environmental Science · #68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.8 #Image and Video Processing (eess.IV) #Impact of Light on Environment and Health #Remote Sensing in Agriculture #Solar Radiation and Photovoltaics #acm:68T45 #cs.CV #eess.IV #electronic engineering #information engineering #msc:68T45
3. ECLIPSE : Envisioning CLoud Induced Perturbations in Solar Energy
   2021/04/26 by Quentin Paletta, Anthony Hu, Paletta, Quentin +5 · 1 citation
   Computer Science · Engineering · Environmental Science · #68T45 #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.8 #I.4.9 #Machine Learning (cs.LG) #Solar Radiation and Photovoltaics
4. SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting
   2021/11/29 by Paletta, Quentin, Hu, Anthony, Arbod, Guillaume +2 · 1 citation
   #68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.8 #I.4.9
5. Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?
   2022/11/03 by Yuhao Nie, Quentin Paletta, Nie, Yuhao +13 · 1 citation
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Solar Radiation and Photovoltaics
6. Open-Source Ground-based Sky Image Datasets for Very Short-term Solar Forecasting, Cloud Analysis and Modeling: A Comprehensive Survey
   2022/11/27 by Yuhao Nie, Xiatong Li, Nie, Yuhao +9 · 1 citation
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Solar Radiation and Photovoltaics