As an important component of renewable energy,photovoltaic power generation has significant implications for the stable operation of the power system,energy scheduling,and market management through power forecasting.Statistical models,as a commonly used method for predicting photovoltaic power,have attracted much attention due to their simplicity and low dependence on data.The article explores the prediction methods of photovoltaic power statistical models,analyzes their challenges in practical prediction,and proposes corresponding improvement strategies to promote the development and application of photovoltaic power prediction technology.
关键词
光伏功率预测/统计模型/数据质量/预测精度
Key words
PV power prediction/statistical model/data quality/prediction accuracy