风速
光伏系统
能量转换效率
沉积(地质)
粒子(生态学)
环境科学
计算流体力学
湍流
机械
气象学
涡流
材料科学
大气科学
物理
工程类
电气工程
光电子学
地质学
古生物学
海洋学
沉积物
作者
Siyuan Fan,Xiao Wang,Shengxian Cao,Yu Wang,Yanhui Zhang,Bingzheng Liu
出处
期刊:Energy
[Elsevier]
日期:2022-08-01
卷期号:252: 123927-123927
被引量:69
标识
DOI:10.1016/j.energy.2022.123927
摘要
Dust accumulation reduces the energy conversion efficiency of photovoltaic (PV) panels and their safe operation. In this paper, a novel dust concentration and energy conversion efficiency (DC-ECE) model is proposed to estimate the effect of dust accumulation on PV generation performance. The effects of wind, particle flow, and dust deposition on the PV panels are investigated by computational fluid dynamics (CFD). The realizable k-ϵ model and discrete phase model (DPM) are used to predict the turbulent flow and dust deposition, respectively. An on-site wind tunnel experiment is designed to verify the effectiveness of the CFD simulation. Moreover, an expression of the deposition rate is developed to analyze the effects of wind speed and particle diameter on dust concentration. The results indicate that the spiral vortex of the dust particles becomes more pronounced and gradually diffuses as the installation angle increases. The length and angle of the vortex at the rear of the PV panel reach the maximum at a wind speed of 3.9 m/s and an installation angle of 45°. When the dust particle diameter is less than 120 μm, the wind speed has the largest impact on the conversion efficiency of the PV panels, and the conversion efficiency has a linear relationship with the deposition time. The conversion efficiency loss increases with an increase in the dust particle diameter and the wind speed. The maximum conversion efficiency loss of the PV panels is 72.9%.
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