天气参数对萨赫勒地区太阳能光伏电池板效率影响的数据驱动分析:未来展望

IF 1.204 Q3 Energy
Abdelhamid Issa Hassane, Samba Aime Herve, Houwe Alphonse, Dawaye Eguessa Todou, Yeremou Aurelien, Meskeoule Vondou Fidel, Idellette Judith Hermine Som, Mouangue Ruben, Nsoundele Jean Luc
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引用次数: 0

摘要

摘要 本作品研究了环境变化对光伏板系统效率的影响。为了分析这种影响,我们首先研究了当前气候参数对两个太阳能光伏组件输出能量变化的影响,如辐照度、温度和风速。我们使用特定的温度、辐照度和风速传感器获取气象数据;这些数据通过 34972A LXI 数据采集器进行初步处理,然后通过 IEEE 488.2 通用接口总线(GPIB)与个人电脑连接。我们使用 LabVIEW 实时界面将采集到的数据显示并存储在 PC 中。最后,根据所存储的数据,我们利用聚类热图对基于实验结果的数据驱动分析进行了讨论,该热图支持利用气候预测和策略来批准这种影响,以便在气候限制条件下高效、经济地使用太阳能光伏能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Data Driven Analysis of the Impact of Weather Parameters on Solar Photovoltaic Panels Efficiency in a Sahel Region: Future Prospects

Data Driven Analysis of the Impact of Weather Parameters on Solar Photovoltaic Panels Efficiency in a Sahel Region: Future Prospects

Data Driven Analysis of the Impact of Weather Parameters on Solar Photovoltaic Panels Efficiency in a Sahel Region: Future Prospects

This work investigates the impact of environmental changes on the efficiency of the photovoltaic panel system. To analyze the impact, we first study the effect of the current climatic parameters on the evolution of the output energy of two solar photovoltaic modules, such as irradiance, temperature and wind speed. Meteorological data was acquired using specific sensors for temperature, irradiance, and wind speed; these data have been initially conditioned by using of 34972A LXI data acquisition and thereafter, interfaced to a PC using IEEE 488.2 general purpose interface bus (GPIB). We use the LabVIEW real-time interface to display and store the collected data in the PC. Finally, from the data stored, we have carried out the discussions on the experimental results-based data driven analysis using clustered heatmap which supports the approval of this impact using climate forecasts and strategy to adopt for an efficient and economical used and consequently a solar photovoltaic energy under climatic constraints is proposed.

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来源期刊
Applied Solar Energy
Applied Solar Energy Energy-Renewable Energy, Sustainability and the Environment
CiteScore
2.50
自引率
0.00%
发文量
0
期刊介绍: Applied Solar Energy  is an international peer reviewed journal covers various topics of research and development studies on solar energy conversion and use: photovoltaics, thermophotovoltaics, water heaters, passive solar heating systems, drying of agricultural production, water desalination, solar radiation condensers, operation of Big Solar Oven, combined use of solar energy and traditional energy sources, new semiconductors for solar cells and thermophotovoltaic system photocells, engines for autonomous solar stations.
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