Optimization Methods of MPPT Parameters for PV Systems: Review, Classification, and Comparison

被引:37
作者
Dadkhah, Jalal [1 ,2 ]
Niroomand, Mehdi [1 ]
机构
[1] Univ Isfahan, Dept Elect Engn, Esfahan, Iran
[2] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB, Canada
关键词
Maximum power point trackers; Perturbation methods; Oscillators; Optimization methods; Steady-state; Resistors; Classification algorithms; Photovoltaic (PV) systems; maximum power point tracking (MPPT); perturbation amplitude; perturbation period;
D O I
10.35833/MPCE.2019.000379
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
To obtain efficient photovoltaic (PV) systems, optimum maximum power point tracking (MPPT) algorithms are inevitable. The efficiency of MPPT algorithms depends on two MPPT parameters, i. e., perturbation amplitude and perturbation period. The optimization of MPPT algorithms affect both the tracking speed and steady-state oscillation. In this paper, optimization methods of MPPT parameters are reviewed and classified into fixed and variable methods. The fixed MPPT parameters are constant during MPPT performance, and a trade-off should be made between the tracking speed and steady-state oscillation. However, the variable MPPT parameters will be changed to improve both the tracking speed and the steady-state oscillations. Moreover, some of them are simulated, compared, and discussed to evaluate the real contributions of the optimization methods to the MPPT efficiency. Furthermore, significant features of the optimization methods, i.e., noise immunity, robustness, and computation effort, are investigated.
引用
收藏
页码:225 / 236
页数:12
相关论文
共 53 条
[1]   High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids [J].
Abdelsalam, Ahmed K. ;
Massoud, Ahmed M. ;
Ahmed, Shehab ;
Enjeti, Prasad N. .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (04) :1010-1021
[2]   A Fast PV Power Tracking Control Algorithm With Reduced Power Mode [J].
Ahmed, Ashraf ;
Ran, Li ;
Moon, Sol ;
Park, Joung-Hu .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2013, 28 (03) :565-575
[3]   An Enhanced Adaptive P&O MPPT for Fast and Efficient Tracking Under Varying Environmental Conditions [J].
Ahmed, Jubaer ;
Salam, Zainal .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2018, 9 (03) :1487-1496
[4]   A Modified P&O Maximum Power Point Tracking Method With Reduced Steady-State Oscillation and Improved Tracking Efficiency [J].
Ahmed, Jubaer ;
Salam, Zainal .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (04) :1506-1515
[5]   A novel maximum power point tracking technique based on fuzzy logic for photovoltaic systems [J].
Al-Majidi, Sadeq D. ;
Abbod, Maysam F. ;
A-Raweshidy, Hamed S. .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2018, 43 (31) :14158-14171
[6]   Active Online System Identification of Switch Mode DC-DC Power Converter Based on Efficient Recursive DCD-IIR Adaptive Filter [J].
Algreer, Maher ;
Armstrong, Matthew ;
Giaouris, Damian .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (11) :4425-4435
[7]   Modified efficient perturb and observe maximum power point tracking technique for grid-tied PV system [J].
Ali, Ahmed I. M. ;
Sayed, Mahmoud A. ;
Mohamed, Essam E. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 99 :192-202
[8]   Hybrid maximum power point tracking algorithm with improved dynamic performance [J].
Bahrami, Milad ;
Gavagsaz-Ghoachani, Roghayeh ;
Zandi, Majid ;
Phattanasak, Matheepot ;
Maranzanaa, Gael ;
Nahid-Mobarakeh, Babak ;
Pierfederici, Serge ;
Meibody-Tabar, Farid .
RENEWABLE ENERGY, 2019, 130 :982-991
[9]   Improved Online Identification of a DC-DC Converter and Its Control Loop Gain Using Cross-Correlation Methods [J].
Barkley, Adam ;
Santi, Enrico .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2009, 24 (08) :2021-2031
[10]   A review of global maximum power point tracking techniques of photovoltaic system under partial shading conditions [J].
Belhachat, Faiza ;
Larbes, Cherif .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 92 :513-553