Meteorological characteristics are the main factor affecting distributed photovoltaic power generation.In order to im-prove the monitoring efficiency of photovoltaic power generation,a photovoltaic power generation monitoring method based on meteorological characteristics is proposed.Analyzing the correlation between meteorological characteristics and photovoltaic power generation,the most important meteorological characteristics are identified,and their impact is quantified to establish corresponding monitoring models.Research shows that the actual values and predicted values of the four types of weather are basically close,with an accuracy rate of over 90％,indicating the effectiveness and feasibility of improving the optimization model in photovoltaic power generation monitoring.It can be seen that the research results provide a theoretical basis for real-time monitoring and analysis of meteorological environment,ensure the efficient operation and maximum efficiency of photovol-taic power generation,and facilitate timely adjustment and optimization of the operating status of power plants.
关键词
光伏发电/气象特征/相关性分析/信息熵
Key words
photovoltaic power generation/meteorological characteristic/correlation analysis/information entropy
维普
万方数据