Quentin PALETTA
University of Cambridge
H-index: 8
Europe-United Kingdom
Top articles of Quentin PALETTA
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Improving cross-site generalisability of vision-based solar forecasting models with physics-informed transfer learning | Energy Conversion and Management | Quentin Paletta Yuhao Nie Yves-Marie Saint-Drenan Bertrand Le Saux | 2024/6/1 |
SkyGPT: Probabilistic Ultra-short-term Solar Forecasting Using Synthetic Sky Images from Physics-constrained VideoGPT | Advances in Applied Energy | Yuhao Nie Eric Zelikman Andea Scott Quentin Paletta Adam Brandt | 2024/4/10 |
Open-source sky image datasets for solar forecasting with deep learning: A comprehensive survey | Yuhao Nie Xiatong Li Quentin Paletta Max Aragon Andea Scott | 2024/1/1 | |
Omnivision forecasting: Combining satellite and sky images for improved deterministic and probabilistic intra-hour solar energy predictions | Applied Energy | Quentin Paletta Guillaume Arbod Joan Lasenby | 2023/4/15 |
Advances in solar forecasting: Computer vision with deep learning | Quentin Paletta Guillermo Terrén-Serrano Yuhao Nie Binghui Li Jacob Bieker | 2023/8/7 | |
Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning? | arXiv preprint arXiv:2211.02108 | Yuhao Nie Quentin Paletta Andea Scott Luis Martin Pomares Guillaume Arbod | 2022/11/3 |
Cloud flow centring in sky and satellite images for deep solar forecasting | Quentin Paletta Guillaume Arbod Joan Lasenby | 2022/9 | |
SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting | Quentin Paletta Anthony Hu Guillaume Arbod Philippe Blanc Joan Lasenby | 2022/6 | |
ECLIPSE: Envisioning CLoud Induced Perturbations in Solar Energy | Applied Energy | Quentin Paletta Anthony Hu Guillaume Arbod Joan Lasenby | 2022 |
Benchmarking of Deep Learning Irradiance Forecasting Models from Sky Images - An in-depth Analysis | Solar Energy | Quentin Paletta Guillaume Arbod Joan Lasenby | 2021/8 |
Deep learning applied to sea surface semantic segmentation: Filtering sunglint from aerial imagery | Teodor Vrecica Quentin Paletta Luc Lenain | 2021/7 | |
A Temporally Consistent Image-based Sun Tracking Algorithm for Solar Energy Forecasting Applications | Quentin Paletta Joan Lasenby | 2020/12 | |
Convolutional neural networks applied to sky images for short-term solar irradiance forecasting | Quentin Paletta Joan Lasenby | 2020/9 |
Co-Authors
