Machine Learning · Computer Science
Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy
Robin Spiess, Felix Berkenkamp, Jan Poland, Andreas Krause
2018-11-15
Computer Vision and Pattern Recognition · Computer Science
Sky Imager-Based Forecast of Solar Irradiance Using Machine Learning
Anas Al-lahham, Obaidah Theeb, Khaled Elalem, Tariq A. Alshawi +1
2023-10-27
Machine Learning · Computer Science
Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants
Lorenzo Gigoni, Alessandro Betti, Emanuele Crisostomi, Alessandro Franco +3
2019-03-19
Signal Processing · Electrical Eng. & Systems
Signal Processing on PV Time-Series Data: Robust Degradation Analysis without Physical Models
Bennet Meyers, Michael Deceglie, Chris Deline, Dirk Jordan
2019-12-03
Applications · Statistics
Post-processing of ensemble photovoltaic power forecasts with distributional and quantile regression methods
Martin János Mayer, Ágnes Baran, Sebastian Lerch, Nina Horat +2
2025-08-22
Applications · Statistics
A Bayesian Approach to Probabilistic Solar Irradiance Forecasting
Kwasi Opoku, Svetlana Lucemo, Qun Zhou Sun, Aleksandar Dimitrovski
2022-09-05
Systems and Control · Electrical Eng. & Systems
Feature Construction and Selection for PV Solar Power Modeling
Yu Yang, Jia Mao, Richard Nguyen, Annas Tohmeh +1
2022-05-17
Systems and Control · Electrical Eng. & Systems
Enhancing Power Prediction of Photovoltaic Systems: Leveraging Dynamic Physical Model for Irradiance-to-Power Conversion
Baojie Li, Xin Chen, Anubhav Jain
2024-02-20
Signal Processing · Electrical Eng. & Systems
PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method
Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi +2
2019-10-22
Systems and Control · Electrical Eng. & Systems
Assessing the impact of weather-induced uncertainties in large-scale electricity systems
Jan Peper, David Kröger, Jonathan Kipp, Florian Ziel +1
2024-05-31
Atmospheric and Oceanic Physics · Physics
Study of Clear Sky Models for Singapore
Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler
2017-08-30