A Comparative Study on Maximum Power Point Tracking Techniques of Photovoltaic Systems

被引:4
作者
Badis, Afef [1 ]
Boujmil, Mohamed Habib [2 ]
Mansouri, Mohamed Nejib [1 ]
机构
[1] Natl Sch Engineers Monastr, Monastr, Tunisia
[2] Higher Inst Technol Studies Nabeul, Kelibia, Tunisia
关键词
Evolutionary Algorithms; Genetic Algorithm; Maximum Power Point Tracking; Partial Shading Conditions; Particle Swarm Optimization; Perturb & Observe; Photovoltaic System;
D O I
10.4018/IJEOE.2018010104
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This article concerns maximizing the energy reproduced from the photovoltaic (PV) system, ensured by using an efficient Maximum Power Point Tracking (MPPT) process. The process should be fast, rigorous and simple for implementation because the PV characteristics are extremely affected by fast changing conditions and Partial Shading (PS). PV systems are popularly known to have many peaks (one Global Peak (GP) and several local peaks). Therefore, the MPPT algorithm should be able to accurately detect the unique GP as the maximum power point (MPP), and avoid any other peak to mitigate the effect of (PS). Usually, with no shading, nearly all the conventional methods can easily reach the MPP with high efficiency. Nonetheless, they fail to extract the GP when PS occurs. To overcome this problem, Evolutionary Algorithms (AEs), namely the Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) are simulated and compared to the conventional methods (Perturb & Observe) under the same software.
引用
收藏
页码:66 / 85
页数:20
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