A new Golden Section method-based maximum power point tracking algorithm for photovoltaic systems

被引:85
作者
Kheldoun, A. [1 ]
Bradai, R. [2 ]
Boukenoui, R. [3 ]
Mellit, A. [4 ,5 ]
机构
[1] Univ MHamed Bougara Boumerdes, Inst Elect & Elect Engn, Signals & Syst Lab, Boumerdes 35000, Algeria
[2] Univ Blida 1, Dept Elect, Fac Engn, LATSI, Blida 09000, Algeria
[3] Univ Blida 1, Dept Elect, Fac Engn, SET Lab, Blida 09000, Algeria
[4] Univ Jijel, Renewable Energy Lab, Jijel 18000, Algeria
[5] Abdus Salaam Int Ctr Theoret Phys, Starada Costiera 11, I-34151 Trieste, Italy
关键词
Photovoltaic systems; Maximum power point tracking; Golden-Section Optimization; Steady state oscillations; Partial shading; PARTIAL SHADING CAPABILITY; PV SYSTEM; MPPT; OPTIMIZATION; CONTROLLER; SIMULATION; MODULE; MODEL;
D O I
10.1016/j.enconman.2015.12.039
中图分类号
O414.1 [热力学];
学科分类号
摘要
One way to improve the efficiency of solar powered systems is to maximize the energy harvesting from the photovoltaic module by using a maximum power point tracking algorithm. The latter must be simple for implementation, fast and accurate to cope with fast changing atmospheric conditions and partial shading operations. The paper presents a new maximum power point tracking method based on Golde n-Section Optimization technique for photovoltaic systems. The proposed method converges to the Maximum Power Point by interval shrinking. Initially, two points are selected from the search space whose boundaries are known, evaluated then a new point is accordingly generated. At given iteration the algorithm has a new narrowed interval bounded by the new point and one of the initial points according to the evaluation results. The algorithm stops iterating (interval shrinking) when the interval becomes small enough and the photovoltaic system is forced to operate at the average value of the last found interval without perturbing either the voltage or the duty cycle. This makes the photovoltaic system converges rapidly to the maximum power point without voltage or power oscillations around the maximum power point thereby lower energy waste. A comparison results with recently published work are provided to show the validity of the proposed algorithm under fast changing conditions and partial shading. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:125 / 136
页数:12
相关论文
共 27 条
[1]   A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability [J].
Ahmed, Jubaer ;
Salam, Zainal .
APPLIED ENERGY, 2014, 119 :118-130
[2]   Fuzzy-Logic-Control Approach of a Modified Hill-Climbing Method for Maximum Power Point in Microgrid Standalone Photovoltaic System [J].
Alajmi, Bader N. ;
Ahmed, Khaled H. ;
Finney, Stephen J. ;
Williams, Barry W. .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (04) :1022-1030
[3]   RETRACTED: Simulation of tubular adsorber for adsorption refrigeration system powered by solar energy in sub-Sahara region of Algeria (Retracted Article) [J].
Ammar, M. A. Hadj ;
Benhaoua, B. ;
Balghouthi, M. .
ENERGY CONVERSION AND MANAGEMENT, 2015, 106 :31-40
[4]  
[Anonymous], 2010, OVERALL EFFICIENCY C
[5]   Intelligent maximum power point trackers for photovoltaic applications using FPGA chip: A comparative study [J].
Chekired, F. ;
Mellit, A. ;
Kalogirou, S. A. ;
Larbes, C. .
SOLAR ENERGY, 2014, 101 :83-99
[6]   A novel MPPT (maximum power point tracking) algorithm based on a modified genetic algorithm specialized on tracking the global maximum power point in photovoltaic systems affected by partial shading [J].
Daraban, Stefan ;
Petreus, Dorin ;
Morel, Cristina .
ENERGY, 2014, 74 :374-388
[7]   Adaptive fuzzy controller based MPPT for photovoltaic systems [J].
Guenounou, Ouahib ;
Dahhou, Boutaib ;
Chabour, Ferhat .
ENERGY CONVERSION AND MANAGEMENT, 2014, 78 :843-850
[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]   An Improved Particle Swarm Optimization (PSO)-Based MPPT for PV With Reduced Steady-State Oscillation [J].
Ishaque, Kashif ;
Salam, Zainal ;
Amjad, Muhammad ;
Mekhilef, Saad .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (08) :3627-3638
[10]   A comprehensive MATLAB Simulink PV system simulator with partial shading capability based on two-diode model [J].
Ishaque, Kashif ;
Salam, Zainal ;
Syafaruddin .
SOLAR ENERGY, 2011, 85 (09) :2217-2227