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光伏发电技术 ★ 5.0

积尘对光伏和光热发电系统的影响:半干旱气候下的实验分析与模拟研究

Impact of dust accumulation on PV and CSP systems: Experimental analysis and simulation insights in semi-arid climate

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中文摘要

摘要 积尘(“污秽”)显著降低了光伏(PV)和聚光太阳能热发电(CSP)系统的能量输出,尤其是在干旱和半干旱气候条件下。尽管其影响显著,但积尘造成的能量损失常常被低估,且区域性和季节性差异常被忽视。本研究在摩洛哥绿色能源公园(GEP)的相同环境条件下,评估了积尘对大规模光伏和光热发电系统的影响。研究对象包括三种光伏技术(单晶硅、多晶硅、碲化镉)以及一种CSP技术(菲涅尔式),每种光伏技术设置两套系统,其中一套每两天清洁一次,另一套则长期不清洁。通过高精度测量手段,包括用于CSP系统的跟踪清洁度系统(TraCS)和反射仪系统,以及用于PV系统的MPP电表卡对最大功率输出进行连续监测,在四个月内测定了清洁度指数。结果表明,不同光伏技术的平均每日积尘衰减率存在差异:单晶硅、碲化镉和多晶硅分别为−0.44%、−0.51%和−0.47%每天。CSP系统在干燥期间的日均衰减率达到−1.99%,是光伏系统的4至5倍。结合当地气象数据,采用SAM软件对半干旱气候下1 MWe规模的光伏和光热电站进行了模拟,时间范围为2022年6月6日至10月6日。模拟结果显示,在清洁条件下,光伏和光热系统的发电量分别为584 MWh和886 MWh;而在积尘条件下,发电量分别下降至552 MWh(光伏)和632 MWh(CSP)。因此,由于积尘导致的电力生产损失为:光伏系统32 MWh,光热系统254 MWh,表明光热系统的发电量减少程度约为光伏系统的八倍。

English Abstract

Abstract Dust accumulation “soiling” significantly diminishes the energy output of Photovoltaic (PV) and Concentrated Solar Power (CSP) systems, especially in arid and semi-arid climates. Despite its impact, soiling losses are often underreported, with regional and seasonal variations frequently overlooked. This study evaluates soiling’s impact on large-scale PV and CSP systems under identical conditions at Green Energy Park (GEP), Morocco. Three PV technologies (Mono-crystalline, Polycrystalline, Cadmium Telluride) and CSP (Fresnel) were examined, with two PV systems per technology—one cleaned every two days and the other left uncleaned. High-precision techniques, including Tracking Cleanliness System (TraCS) and reflectometer systems for CSP and continuous monitoring of maximal power output with an MPP meter card for PV, measured Cleanliness Index over four months. The Results showed varying average daily soiling rates: −0.44%, −0.51%, and −0.47% per day for Mono-crystalline, Cadmium Telluride, and Polycrystalline PV, respectively. The CSP system exhibited −1.99% per day during dry periods, 4 to 5 times greater than PV systems. Using local meteorological data, SAM software simulated 1 MWe PV and CSP plants in a semi-arid climate from 6 June to 6 October 2022. Simulations reveal that energy generation in clean conditions yielded 584 MWh (PV) and 886 MWh (CSP), while soiled conditions reduced output to 552 MWh (PV) and 632 MWh (CSP). Consequently, the electrical production loss due to soiling amounted to 32 MWh for PV and 254 MWh for CSP, indicating that energy reduction is approximately eight times more pronounced for CSP than for PV systems.
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SunView 深度解读

该研究揭示光伏与CSP系统积灰损失差异,对阳光电源SG系列逆变器及iSolarCloud平台具有重要价值。研究显示PV日均污损率0.44-0.51%,CSP达1.99%,四个月累计PV损失5.5%而CSP达28.7%。可启发iSolarCloud平台集成基于气象数据的智能清洗预警算法,结合MPPT优化技术实时监测功率衰减特征,识别积灰模式。针对半干旱地区项目,建议在逆变器监控系统中嵌入区域化污损模型,动态优化清洗周期,平衡清洗成本与发电损失,提升SG逆变器系统全生命周期收益率。