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基于透光率损失效应的光伏组件积污损失建模。

Modeling of soiling losses on photovoltaic module based on transmittance loss effect.

机构信息

School of Advanced Technologies, Iran University of Science and Technology, Tehran, Iran.

出版信息

Environ Sci Pollut Res Int. 2023 Oct;30(49):107733-107745. doi: 10.1007/s11356-023-29901-y. Epub 2023 Sep 23.

Abstract

The photovoltaic modules are mostly installed outdoors, exposing them to different conditions. These conditions significantly affect their performance. One of the most influential factors on photovoltaic modules is the soiling phenomenon from dust deposition. Dust deposition on the surface of the modules causes transmittance loss. Some studies in different parts of the world have tried to find mathematical correlations between particulate deposition and transmittance. These correlations are a function of dust characteristics and environmental factors. This study proposes a new methodology to mathematically combine the photovoltaic model and transmittance loss correlations. The proposed model could examine and predict the effect of soiling on photovoltaic modules' performance. Three photovoltaic modules with different capacities are selected. Using the proposed model, they are modeled by assuming clean and dirty photovoltaic surfaces depending on the installation conditions. This study is based on actual data from the center of Tehran, located at 35° 41' north latitude and 51° 23' east longitude for 12 months in the year 2020. The module's performance was investigated in the presence of dust. The presented results are validated by comparing them with other studies. The results show that the soiling effect is not dependent on the modules' capacity.

摘要

光伏组件大多安装在户外,暴露于不同的环境条件下。这些条件会显著影响它们的性能。对光伏组件影响最大的因素之一是灰尘沉积导致的积污现象。模块表面的灰尘沉积会导致透光率损失。世界上不同地区的一些研究试图找到颗粒物沉积与透光率之间的数学相关性。这些相关性是灰尘特性和环境因素的函数。本研究提出了一种新的方法,用于数学组合光伏模型和透光率损失相关性。所提出的模型可以检查和预测积污对光伏组件性能的影响。选择了三个具有不同容量的光伏模块。根据安装条件,假设清洁和脏污的光伏表面,使用所提出的模型对它们进行建模。本研究基于 2020 年在德黑兰中心的实际数据,该中心位于北纬 35°41',东经 51°23'。研究了在存在灰尘的情况下模块的性能。通过与其他研究进行比较,验证了所提出的结果。结果表明,积污效应不取决于模块的容量。

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