等效电路
光伏系统
电子线路
计算机科学
二极管
太阳能电池
电子工程
功能(生物学)
超越函数
超越方程
算法
电压
拓扑(电路)
数学
控制理论(社会学)
工程类
数值分析
电气工程
数学分析
进化生物学
生物
组合数学
人工智能
控制(管理)
作者
Ziad M. Ali,Martin Ćalasan,Mostafa H. Mostafa,Shady H. E. Abdel Aleem
出处
期刊:PLOS ONE
[Public Library of Science]
日期:2024-11-14
卷期号:19 (11): e0313713-e0313713
被引量:3
标识
DOI:10.1371/journal.pone.0313713
摘要
Solar photovoltaic (PV) cell modeling is crucial to understanding and optimizing solar energy systems. While the single-diode model (PV SDM ) is commonly used, the double-diode model (PV DDM ) offers improved accuracy at a reasonable level of complexity. However, finding analytical closed-form solutions for the current-voltage ( I - U ) dependency in PV DDM circuits has remained a challenge. This work proposes two novel configurations of PV DDM equivalent circuits and derives their analytical closed-form solutions. The solutions are expressed in terms of the Lambert W function and solved using a special transcendental function approach called Special Trans Function Theory (STFT). The accuracy of the proposed equivalent circuits is demonstrated on two solar cells/modules, RTC-F and MSX-60, showing equal or better performance than the standard PV DDM equivalent circuit. Further testing on a commercial solar panel under different irradiance and temperature conditions confirms the applicability of the proposed models. To address the parameter estimation problem, a novel metaheuristic algorithm, the chaotic honey-badger algorithm, is developed and evaluated. The results obtained validate the accuracy and practicality of the proposed PV DDM equivalent circuit configurations.
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