An Adaptive Perturb and Observe Algorithm With Enhanced Skipping Feature for Fast Global Maximum Power Point Tracking Under Partial Shading Conditions

被引:16
作者
Ahmed, Sajib [1 ]
Mekhilef, Saad [1 ,2 ]
Mubin, Marizan [1 ]
Tey, Kok Soon [3 ]
Kermadi, Mostefa [1 ]
机构
[1] Univ Malaya, Fac Engn, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
[2] Swinburne Univ Technol, Sch Sci Comp & Engn Technol, Hawthorn, Vic 3122, Australia
[3] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Comp Syst & Technol, Kuala Lumpur 50603, Malaysia
关键词
Global maximum power point (GMPP); maximum power point tracking (MPPT); partial shading condition (PSC); perturb and observe (P & O); PHOTOVOLTAIC SYSTEMS; MPPT METHOD; PV SYSTEMS; CONTROLLER; DESIGN; SCHEME; COLONY;
D O I
10.1109/TPEL.2023.3285243
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Solar energy exposed its prominence to diminish the growing energy demands. But the formation of multiple peaks under partial shading conditions causes the conventional maximum power point tracking controllers to fail to track the global maximum power point (GMPP). Scanning the whole power-voltage curve to locate the GMPP takes extreme time and reduces algorithm effectiveness. Thus, the proposed method devotes the skipping and scanning mechanism incorporated with the perturb and observe (P & O) algorithm to reduce the scanning area drastically. The skipping mechanism skips over the scanning areas between successive peaks based on a specific formula that narrows down the scanning zone. Along with a buck-boost converter, the system includes a voltage control loop controlled by a proportional-integral controller. The proposed algorithm's effectiveness is tested in both simulation and experimental environments on discretized partial shading patterns, while GMPP is deployed at different locations. According to the experimental outcomes, the proposed algorithm outperforms the modified maximum power trapezium, skipping fast GMPP, modified cuckoo search, and the conventional P & O algorithm with an average convergence time of 1.02 s and average efficiency of 99.44%.
引用
收藏
页码:11601 / 11613
页数:13
相关论文
共 31 条
[1]   A Differential Evolution-Based Optimized Fuzzy Logic MPPT Method for Enhancing the Maximum Power Extraction of Proton Exchange Membrane Fuel Cells [J].
Aly, Mokhtar ;
Rezk, Hegazy .
IEEE ACCESS, 2020, 8 :172219-172232
[2]   A Combined Reinforcement Learning and Sliding Mode Control Scheme for Grid Integration of a PV System [J].
Bag, Aurobinda ;
Subudhi, Bidyadhar ;
Ray, Pravat Kumar .
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2019, 5 (04) :498-506
[3]   Global MPPT Scheme for Photovoltaic String Inverters Based on Restricted Voltage Window Search Algorithm [J].
Boztepe, Mutlu ;
Guinjoan, Francesc ;
Velasco-Quesada, Guillermo ;
Silvestre, Santiago ;
Chouder, Aissa ;
Karatepe, Engin .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3302-3312
[4]   Ultra-Fast and Accurate MPPT Control Structure for Mobile PV System Under Fast-Changing Atmospheric Conditions [J].
Deboucha, Houssam ;
Kermadi, Mostefa ;
Mekhilef, Saad ;
Belaid, Sofia Lalouni .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14 (04) :2168-2176
[5]   A novel scanning bat algorithm strategy for maximum power point tracker of partially shaded photovoltaic energy systems [J].
Eltamaly, Ali M. ;
Al-Saud, M. S. ;
Abokhalil, Ahmed G. .
AIN SHAMS ENGINEERING JOURNAL, 2020, 11 (04) :1093-1103
[6]   EFFICIENT PHOTOVOLTAIC MPPT SYSTEM USING COARSE GAUSSIAN SUPPORT VECTOR MACHINE AND ARTIFICIAL NEURAL NETWORK TECHNIQUES [J].
Farayola, Adedayo Mojeed ;
Hasan, Ali Nabil ;
Ali, Ahmed .
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2018, 14 (01) :323-339
[7]   A Reduced Voltage Range Global Maximum Power Point Tracking Algorithm for Photovoltaic Systems Under Partial Shading Conditions [J].
Furtado, Artur M. S. ;
Bradaschia, Fabricio ;
Cavalcanti, Marcelo C. ;
Limongi, Leonardo R. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (04) :3252-3262
[8]   MPPT Algorithm Based on Artificial Bee Colony for PV System [J].
Gonzalez-Castano, Catalina ;
Restrepo, Carlos ;
Kouro, Samir ;
Rodriguez, Jose .
IEEE ACCESS, 2021, 9 :43121-43133
[9]   An Improved Gray Wolf Optimizer MPPT Algorithm for PV System With BFBIC Converter Under Partial Shading [J].
Guo, Ke ;
Cui, Lichuang ;
Mao, Mingxuan ;
Zhou, Lin ;
Zhang, Qianjin .
IEEE ACCESS, 2020, 8 :103476-103490
[10]   Effect of Various Incremental Conductance MPPT Methods on the Charging of Battery Load Feed by Solar Panel [J].
Gupta, Ankur Kumar ;
Pachauri, Rupendra Kumar ;
Maity, Tanmoy ;
Chauhan, Yogesh K. ;
Mahela, Om Prakash ;
Khan, Baseem ;
Gupta, Pankaj Kumar .
IEEE ACCESS, 2021, 9 :90977-90988