Combined IXGBoost-KELM short-term photovoltaic power prediction model based on multidimensional similar day clustering and dual decomposition
Thomas Wu, Ruifeng Hu, Hongyu Zhu, Meihui Jiang, Kunye Lv, Yunxuan Dong, Dongdong Zhang
Topics & Concepts
Cluster analysisPhotovoltaic systemCorrelation coefficientComputer scienceGradient boostingPredictive modellingAlgorithmStatisticsMathematicsRandom forestArtificial intelligenceMachine learningEngineeringElectrical engineeringEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization Techniques