Fast and Accurate GMPPT Based on Modified P&O Algorithm

被引:1
作者
Viet Anh, Truong [1 ]
Ngoc Trieu, Ton [2 ]
Vo Hong Nghi, Pham [1 ]
Hien, Bui Van [3 ]
机构
[1] Ho Chi Minh City Univ Technol & Educ, Fac Elect & Elect Engn, Ho Chi Minh City 700000, Vietnam
[2] Thu Duc Coll Technol, Ho Chi Minh City 721400, Vietnam
[3] Van Lang Univ, Fac Mech Elect & Comp Engn, Sch Technol, Ho Chi Minh City 700000, Vietnam
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Convergence; Voltage control; Maximum power point trackers; Voltage measurement; Urban areas; Radiation effects; Short-circuit currents; P&O algorithm; partial shade conditions; photovoltaic system; GMPPT; open-circuit voltage; short-circuit current; POWER-POINT-TRACKING; PARTIAL SHADING CONDITIONS;
D O I
10.1109/ACCESS.2024.3457825
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The most significant challenge the maximum power point tracking (MPPT) algorithms face is reaching the global MPPT under partial shading conditions (PSC). In this case, the power-voltage (P-V) and current-voltage (I-V) characteristic curves of the photovoltaic (PV) system produce many maximum power points, which is the reason that the algorithms often trapped in local maximum power point (LMPP). The Perturbation and Observation (P&O) algorithm is simple and effective for finding MPP on a mono-extreme graph. Under PSC with many extremes, it is necessary to limit the range of potential GMPP so that this algorithm can avoid the LMPP trap. This paper introduces a global MPPT (GMPPT) method based on the combination of modified P&O and simulates the behavior of the I-V curve under PSC. In particular, the starting parameters of the algorithm are adjusted in the potential GMPP region to exploit simplicity and efficiency to increase performance and convergence speed. The proposed method determines the area where the GMPP is potentially found more accurately, and this contribution is crucial for increasing the efficiency of the strings of PV arrays under partial shading conditions. By comparing results with other algorithms, such as Modified P&O, Adaptive Jaya (Ajaya), and Jaya, the proposed algorithm has verified its outstanding advantages in MPPT performance and search time under the same test conditions.
引用
收藏
页码:129588 / 129600
页数:13
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