Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT

被引:15
作者
Mahmoud, Mahmoud F. [1 ]
Mohamed, Ahmed T. [1 ]
Swief, R. A. [2 ]
Said, Lobna A. [1 ]
Radwan, Ahmed G. [3 ,4 ]
机构
[1] Nile Univ, Nanoelect Integrated Syst Ctr NISC, Giza, Egypt
[2] Ain Shams Univ, Fac Engn, Cairo, Egypt
[3] Cairo Univ, Fac Engn, Engn Math & Phys Dept, Giza 12613, Egypt
[4] Nile Univ, Sch Engn & Appl Sci, Giza, Egypt
关键词
Photo-voltaic; Boost converter; Optimization algorithms; AOA; MPPT algorithms; Fractional order circuits; FOPID; PID; ALGORITHM; EXTRACTION; DESIGN;
D O I
10.1016/j.asej.2021.10.007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Maximum Power Point Tracker (MPPT) provides the most efficient use of a Photo-voltaic system independent of irradiance or temperature fluctuations. This paper introduces the modeling and control of a photo-voltaic system operating at MPPT using the arithmetic optimization algorithm (AOA). The single and double Photo-voltaic models are investigated. Their optimal unknown parameters are extracted using AOA based on commercial Photo-voltaic datasheets. A comparison is performed between these optimal parameters extracted by AOA and other optimization techniques presented in the literature. These parameters generate the P - V and I - V curves for the studied models considering the temperature factor. A good match is achieved relative to the manufacturer data. A DC-DC boost converter is used as a link between the PV modules and the load. The converter duty cycle is adjusted, varying the climatic conditions using three cases: without a controller, using PI controller, and using the fractional-order PI controller (FOPI). The AOA is employed to set the optimum controllers parameters to maintain the impedance matching between the PV modules and the load. The FOPI shows a significant improvement in controlling the system performance.(c) 2021 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Ain Shams University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/ by-nc-nd/4.0/).
引用
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页数:19
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