Global Maximum Power Point Tracking Strategy based on BFO Method for Standalone PV System Under Partial Shading Conditions

被引:0
作者
Dubuisson, F. [1 ]
Chandra, A. [1 ]
Rezkallah, M. [1 ,2 ]
Ibrahim, H. [2 ]
机构
[1] Ecole Technol Super, Dept Elect Engn, Montreal, PQ, Canada
[2] Cegep Sept Iles, CR2Ie, Sept Iles, PQ, Canada
来源
IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2021年
关键词
maximum power point tracking (MPPT); partial shading; global maximum power point tracking (GMPPT); BFO; photovoltaic (PV); MPPT; OPTIMIZATION; ALGORITHM; PERTURB;
D O I
10.1109/IECON48115.2021.9589065
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the bacterial foraging optimization (BFO) method is developed to track the Global Maximum Power Point (GMPP) of a partially shaded PV system for a standalone PV system. This heuristic method emulates the behavior of E.coli bacteria and can be used to solve various complex problems. Voltage and current measured data are used as input to evaluate the operation point of the PV system and the BFO method can reach the GMPP within an appropriate time. Simulation results confirm the performance of the BFO method for GMMPT for different partial shading profiles of a PV system.
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页数:5
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共 24 条
[1]   Control and Circuit Techniques to Mitigate Partial Shading Effects in Photovoltaic Arrays [J].
Bidram, Ali ;
Davoudi, Ali ;
Balog, Robert S. .
IEEE JOURNAL OF PHOTOVOLTAICS, 2012, 2 (04) :532-546
[2]   On Stability of the Chemotactic Dynamics in Bacterial-Foraging Optimization Algorithm [J].
Das, Swagatam ;
Dasgupta, Sambarta ;
Biswas, Arijit ;
Abraham, Ajith ;
Konar, Amit .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2009, 39 (03) :670-679
[3]   A Bacterial Foraging Optimization Technique and Predictive Control Approach for Power Management in a Standalone Microgrid [J].
Dubuisson, F. ;
Chandra, A. ;
Rezkallah, M. ;
Ibrahim, H. .
2020 IEEE ELECTRIC POWER AND ENERGY CONFERENCE (EPEC), 2020,
[4]   Real-Time Implementation of the Predictive-Based Control with Bacterial Foraging Optimization Technique for Power Management in Standalone Microgrid Application [J].
Dubuisson, Felix ;
Rezkallah, Miloud ;
Ibrahim, Hussein ;
Chandra, Ambrish .
ENERGIES, 2021, 14 (06)
[5]   Optimization of perturb and observe maximum power point tracking method [J].
Femia, N ;
Petrone, G ;
Spagnuolo, G ;
Vitelli, M .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2005, 20 (04) :963-973
[6]   Parallel-Connected Solar PV System to Address Partial and Rapidly Fluctuating Shadow Conditions [J].
Gao, Lijun ;
Dougal, Roger A. ;
Liu, Shengyi ;
Iotova, Albena P. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (05) :1548-1556
[7]   A Deterministic Particle Swarm Optimization Maximum Power Point Tracker for Photovoltaic System Under Partial Shading Condition [J].
Ishaque, Kashif ;
Salam, Zainal .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (08) :3195-3206
[8]   A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition [J].
Ishaque, Kashif ;
Salam, Zainal .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 19 :475-488
[9]   A variable step size INC MPPT method for PV systems [J].
Liu, Fangrui ;
Duan, Shanxu ;
Liu, Fei ;
Liu, Bangyin ;
Kang, Yong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (07) :2622-2628
[10]   Bacterial foraging technique-based optimized active power filter for load compensation [J].
Mishra, S. ;
Bhende, C. N. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (01) :457-465