Maximum Power Point Tracking for PV Array under Partially Shaded Conditions Based on Glowworm Swarm Optimization Algorithm

被引:0
作者
Li, Hengjie [1 ]
Kang, Kailan [1 ]
Chen, Wei [1 ]
Zeng, Xianqiang [1 ]
机构
[1] Lanzhou Univ Technol, Lanzhou, Peoples R China
来源
2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR EDUCATION (ICTE 2016) | 2016年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
When the PV array under partially shaded conditions, the change of output curve is larger than uniform solar irradiance, the P-U characteristic curve exhibits multiple peaks. Therefore, the traditional maximum power tracking method may fail. At the problem of multiple peaks, the improved GSO algorithm is applied to the maximum power tracking of PV array under partially shaded conditions in this paper. Simulation results indicate that the improved GSO algorithm can quickly and accurately track the maximum power point and ensure the efficient use of power. And compared with the particle swarm optimization algorithm, the superiority of this method is obtained.
引用
收藏
页码:146 / 150
页数:5
相关论文
共 50 条
[31]   FPGA based new MPPT (maximum power point tracking) method for PV (photovoltaic) array system operating partially shaded conditions [J].
Parlak, Koray Sener .
ENERGY, 2014, 68 :399-410
[32]   Enhanced leader adaptive velocity particle swarm optimisation based global maximum power point tracking technique for a PV string under partially shaded conditions [J].
Mathi, Dileep Krishna ;
Chinthamalla, Ramulu .
IET RENEWABLE POWER GENERATION, 2020, 14 (02) :243-253
[33]   A modified cat swarm optimization based maximum power point tracking method for photovoltaic system under partially shaded condition [J].
Guo, Lei ;
Meng, Zhuo ;
Sun, Yize ;
Wang, Libiao .
ENERGY, 2018, 144 :501-514
[34]   Maximum Power Point Tracking of Partially Shaded Photovoltaic Arrays using Particle Swarm Optimization [J].
Teo, Kenneth Tze Kin ;
Lim, Pei Yi ;
Chua, Bih Lii ;
Goh, Hui Hwang ;
Tan, Min Keng .
PROCEEDINGS 2014 4TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE WITH APPLICATIONS IN ENGINEERING AND TECHNOLOGY ICAIET 2014, 2014, :247-252
[35]   Particle Swarm Optimization with Reducing Boundaries (PSO-RB) for Maximum Power Point Tracking of Partially Shaded PV Arrays [J].
Beltran, Alfredo S. ;
Das, Sandip .
2020 47TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2020, :2040-2043
[36]   Neighboring-Pixel-Based Maximum Power Point Tracking Algorithm for Partially Shaded Photovoltaic (PV) Systems [J].
Rehman, Huma ;
Murtaza, Ali Faisal ;
Sher, Hadeed Ahmed ;
Noman, Abdullah M. ;
Al-Shamma'a, Abdullrahman A. ;
Alkuhayli, Abdulaziz ;
Spertino, Filippo .
ELECTRONICS, 2022, 11 (03)
[37]   Real-time Maximum Power Point Tracking Method for Stand-alone PV Array System under Partially Shaded Conditions [J].
Wu, Yu-Chi ;
Lin, Jhih-Huang .
PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 :700-705
[38]   Research on Maximum Power Point Tracking Strategy for Partially Shaded PV System Based on Improved Firefly Algorithm [J].
Zhang, Shoukun ;
Sui, Huibin ;
Duan, Shutong .
2021 IEEE IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (IEEE I&CPS ASIA 2021), 2021, :829-833
[39]   Fast Maximum Power Point Tracking for PV Arrays under Partial shaded Conditions [J].
Ghasemi, M. Amin ;
Parniani, Mostafa ;
Zarei, S. Fariborz ;
Foroushani, Hossein Mohammadian .
2016 18TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'16 ECCE EUROPE), 2016,
[40]   Most Valuable Player Algorithm based Maximum Power Point Tracking for a Partially Shaded PV Generation System [J].
Pervez, Imran ;
Shams, Immad ;
Mekhilef, Saad ;
Sarwar, Adil ;
Tariq, Mohd ;
Alamri, Basem .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2021, 12 (04) :1876-1890