A new metaheuristic-based MPPT controller for photovoltaic systems under partial shading conditions and complex partial shading conditions

被引:2
|
作者
Kishore, Dokala Janandra Krishna [1 ,2 ]
Mohamed, Mohd Rusllim [1 ]
Sudhakar, Kumarasamy [3 ,4 ]
Peddakapu, Kurukuri [1 ]
机构
[1] Univ Malaysia Pahang Al Sultan Abdullah, Fac Elect & Elect Engn Technol, Pekan, Malaysia
[2] Alliance Univ, Dept Elect & Elect Engn, Bangalore, India
[3] Univ Malaysia Pahang, Fac Mech & Automot Engn Technol, Pekan 26600, Pahang, Malaysia
[4] Maulana Azad Natl Inst Technol, Energy Ctr, Bhopal 462003, India
来源
NEURAL COMPUTING & APPLICATIONS | 2024年 / 36卷 / 12期
关键词
Solar photovoltaic; Partial shading conditions; Maximum peak power; HBO; MPSO; POWER POINT TRACKING; ARTIFICIAL BEE COLONY; PV SYSTEMS; OPTIMIZATION ALGORITHM; MITIGATION;
D O I
10.1007/s00521-023-09407-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Solar photovoltaic energy is the potential energy in the universe for generating electricity and meeting the required load demand. However, on account of partial shading conditions, the difficult task in the PV system is to track global maxima instead of local maxima and maintain the uninterrupted power supply. To solve this problem, a new metaheuristic algorithm is introduced in this paper such as a heap-based optimizer (HBO). The proposed method is developed in MATLAB/Simulink software. The system is examined under distinct irradiation conditions and compared their performance with other methods. The simulation results reveal that the suggested HBO shows a reliable enhancement as compared to other studied methods with regard to tracking maximum power, convergence time, and settling time. The extracted power efficiencies are 99.85% for case 1, 99.96% for case 2, and 99.92% for case 3. It is found that HBO shows better enrichment than other studied methods.
引用
收藏
页码:6613 / 6627
页数:15
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