摘要
由于全球能源危机,光伏发电发展迅猛,规模不断扩大。然而,我国的雾霾天气日益增多,雾霾对光伏发电系统的整体发电能力有着非常明显的不利影响。基于光伏实证基地实测的光伏发电数据与上海地区公开空气质量数据,利用Java Script库Highcharts等图表工具包为用户提供图形化呈现方式,Math.Net开源类库计算关联系数,实现了针对研究雾霾影响光伏发电系统的可视化分析平台。平台可直观高效地进行数据的可视化展示和关联性分析,使用户能定性和定量得分析空气污染物对光伏发电量的影响。
As a result of the global energy crisis,photovoltaic power generation is developing rapidly and the scale is expanding. However,the hazy weather frequently appears in China. Haze has a significant negative impact on the overall generation capacity of photovoltaic power generation system. In this paper,a platform which is exclusively for visual analysis research for the influence of hazy weather on photovoltaic power generation system is built. The platform is based on the measured data from photovoltaic demonstration base and the open air quality data of Shanghai from website,using Java Script library Highcharts chart toolkit to provide a graphical presentation for users and open source library Mat. Net to calculate the correlation coefficient. The platform is able to efficiently perform data visualization and correlation analysis,so that users can qualitatively and quantitatively analyze the impact of air pollutants on photovoltaic power generation.
作者
裴雨清
李松丽
孔华锋
姚文勇
Pei Yuqing;Li Songli;Kong Huafeng;Yao Wenyong(Shanghai Institute of Quality Inspection and Technical Research, Shanghai 201114,China;Institute of The Ministry of Public Security, Shanghai 201204, China)
出处
《计算机应用与软件》
北大核心
2018年第6期88-90,106,共4页
Computer Applications and Software
基金
上海市质量技术监督局科研项目(2017-26)
