ADVANCE IN PREDICTION METHODS FOR SOLAR IRRADIANCE BASED ON MULTIPLE-FACTORS
Considering the instability and intermittent output of solar irradiance,the current research status of solar irradiance prediction was summarized and analyzed in this review paper.From the perspectives of prediction methods,fprediction procedures,input parameters,and evaluation metrics,this work conducts a detailed comparison and analysis of solar irradiance predictions across various regions and time scales.It has been found that the prediction methods based on time series,machine learning and hybrid system are the popular methods in the field of solar irradiance prediction.
solar irradiancepredictionmachine learningtime seriesdeterministic prediction
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万方数据
