Stability Analysis and Design of Variable Step-Size P&O Algorithm Based on Fuzzy Robust Tracking of MPPT for Standalone/Grid Connected Power System

被引:14
|
作者
Sibtain, Daud [1 ]
Gulzar, Muhammad Majid [1 ]
Shahid, Kamal [2 ]
Javed, Imran [3 ]
Murawwat, Sadia [4 ]
Hussain, Muhammad Majid [5 ]
机构
[1] Univ Cent Punjab, Dept Elect Engn, Lahore 54000, Pakistan
[2] Univ Punjab, Inst Elect Elect & Comp Engn, Lahore 54590, Pakistan
[3] Univ Engn & Technol Lahore, Dept Elect Engn, Narowal Campus, Narowal 39161, Pakistan
[4] Lahore Coll Women Univ, Dept Elect Engn, Lahore 54000, Pakistan
[5] Univ South Wales, Dept Elect & Elect Engn, Pontypridd CF37 1DL, M Glam, Wales
关键词
perturbation and observation; maximum power point tracking; fuzzy logic controller; variable step size; OPTIMIZATION ALGORITHM; PHOTOVOLTAIC SYSTEMS; COLONY;
D O I
10.3390/su14158986
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This research aims to design a modified P&O algorithm for the efficient tracking of maximum power point (MPPT) for standalone and grid-connected systems. The proposed research work modifies the P&O algorithm for the dc-dc converter where the fixed step size P&O algorithm is translated into variable step size with the help of ant colony optimization (ACO) to generate optimal parameters for the PID controller to generate a variable step size in the P&O algorithm. This variable step size is dependent upon the error that is the difference between the generated power and desired power. By doing this it improves the efficiency of the P&O algorithm and its limitations are overcome. Furthermore, the PV is extended to connect with a grid where the inverter is controlled by a fuzzy logic controller (FLC) so that the combined structure of variable P&O and fuzzy helps to achieve MPP efficiently. The robustness of the proposed work is compared with other state-of-the-art controllers to justify the effectiveness of the proposed work. Finally, a stability test of the system is carried out to verify the overall stability of the power system.
引用
收藏
页数:17
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