污垢
光伏系统
降额
符号
均方误差
数学
计算机科学
统计
可靠性工程
算法
功率(物理)
应用数学
电气工程
工程类
物理
机械工程
热力学
算术
作者
Astitva Kumar,Muhannad Alaraj,M. Rizwan,Ibrahim Alsaidan,Majid Jamil
标识
DOI:10.1109/jphotov.2022.3220923
摘要
The power generation capability of the photovoltaic (PV) system crucially depends on the soiling of the modules, especially for a hot arid desert in a semi-tropical region. This article focuses to develop a robust and accurate model to estimate PV power loss due to soiling. The proposed article aims to analyze the performance of the newly installed PV system. This involves assessment of reduction in PV power generation due to various derating factors, especially dirt derating factor $({{K}_d}).$ In addition, the impact of dirt, dust, and soiling on the system is studied and a robust empirical model has been developed. Moreover, a simpler model considering module temperature $({{T}_{\text{mod}}})$ has been developed to estimate the power loss due to dirt and dust accumulated on the modules. This article further compares the performance of the two developed models using performance indices. The performance indices, such as root mean squared error and mean absolute percentage error, are admissible with 0.57% and 4.71%, respectively.
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