Data-driven short-term photovoltaic power forecasting under extreme weather conditions using GRU-KAN model
Jingjing Lyu, Guanghui Zhu, Chuanjiang He
Topics & Concepts
Photovoltaic systemExtreme weatherComputer scienceFeature selectionMeteorologyEnvironmental scienceGrey relational analysisNonlinear systemOvercastPower (physics)Key (lock)Weather forecastingExtreme learning machineConstruct (python library)Extreme value theoryMean squared errorData miningWeather predictionData modelingElectric power systemSelection (genetic algorithm)Feature (linguistics)Model output statisticsTropical cyclone forecast modelProbabilistic forecastingSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques