Comparative study of machine learning approaches for predicting short-term photovoltaic power output based on weather type classification
Xiaoyang Wang, Yunlin Sun, Duo Luo, Jinqing Peng
Topics & Concepts
Photovoltaic systemRandom forestGradient boostingSupport vector machineComputer scienceSolar powerPower (physics)MeteorologyArtificial intelligenceStatisticsEnvironmental scienceMathematicsEngineeringGeographyQuantum mechanicsPhysicsElectrical engineeringSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesEnergy Load and Power Forecasting