The Impact of Decarbonization on Particulate Soiling of Solar Panels

Drew Shindell*, Ivan Petropoulos, Greg Faluvegi, Luke Parsons and Michael Bergin, 
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Abstract

Climate researchers have examined many impacts of climate change on energy supply and demand under various scenarios. However, the effect of changing particulate deposition onto solar panel surfaces on solar power production efficiency (i.e., soiling) has not been studied. We therefore characterize probabilistic outcomes across multiple climate models and scenarios. We find large current regional losses (up to 40% without manual cleaning, up to 20% with monthly cleaning and rain removal) in generation that grow slightly under a high-emission scenario, largely due to regional increases in windblown dust. In contrast, under a low-emissions scenario, potential production increases significantly (2–8% interquartile range with only rain removal) due to reduced soiling, especially in regions of Asia and Africa where anthropogenic aerosols are major contributors to soiling. Projected changes vary widely across models in many dusty areas outside of the Sahara and Arabia. Differences can also be large in regions dominated by anthropogenic aerosols, such as Nigeria, eastern China, and northern India, where the full range across modeled potential power production changes extends from −1 to +11% for the end of the century (without manual cleaning), underscoring the need to consider multiple climate models. With large increases in projected solar power deployment, the relatively small potential production increases reported here could nevertheless represent a large dividend in additional energy production. Hence, reductions in air pollution attributable to decarbonization could provide positive feedback under which a greater deployment of solar power (or other renewables) increases the production of solar power, facilitating the transition to renewable energy.

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脱碳对太阳能电池板微粒污染的影响
气候研究人员研究了不同情景下气候变化对能源供需的影响。然而,改变颗粒沉积在太阳能电池板表面对太阳能发电效率的影响(即污染)尚未得到研究。因此,我们描述了多种气候模式和情景的概率结果。我们发现,在高排放情景下,发电量的巨大区域损失(在没有人工清洁的情况下高达40%,在每月清洁和除雨的情况下高达20%)略有增长,这主要是由于区域风尘的增加。相比之下,在低排放情景下,由于污染减少,特别是在人为气溶胶是造成污染的主要原因的亚洲和非洲地区,潜在产量显著增加(仅雨水去除的四分位数范围为2-8%)。在撒哈拉和阿拉伯以外的许多多尘地区,不同模式预测的变化差别很大。在人为气溶胶占主导地位的地区,如尼日利亚、中国东部和印度北部,差异也可能很大,在这些地区,模拟的潜在发电量变化范围在本世纪末从- 1%到+11%之间(不进行人工清洁),这强调了考虑多种气候模式的必要性。随着预计太阳能部署的大幅增加,这里报告的相对较小的潜在产量增长可能代表着额外能源生产的巨大红利。因此,由于脱碳导致的空气污染减少可以提供正反馈,在此反馈下,太阳能(或其他可再生能源)的更多部署增加了太阳能的生产,促进了向可再生能源的过渡。
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