Maximum Power Point Tracking for Stand-Alone Photovoltaic System Using Evolutionary Programming

被引：0

作者：

Hashim, N. ^{[1
]}

Salam, Z. ^{[2
]}

Ayob, S. M. ^{[2
]}

机构：

[1] Univ Teknol MARA UiTM, Fac Elect Engn, Shah Alam, Selangor, Malaysia

[2] Univ Teknol Malaysia, Fac Elect Engn, Skudai, Johor, Malaysia

来源：

2014 IEEE 8TH INTERNATIONAL POWER ENGINEERING AND OPTIMIZATION CONFERENCE (PEOCO) | 2014年

关键词：

Photovoltaic system; partial shading condition; soft computing; maximum power point tracking; EP; GA; PV SYSTEM;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper presents Maximum Power Point Tracking (MPPT) algorithm for stand-alone Photovoltaic (PV) system using Evolutionary Programming (EP) method. The EP has not been used for this system before, thus this work can be considered as new. The basic idea of applying EP for stand-alone PV System based MPPT is given. Simulation of PV system is carried out using Matlab/Simulink environment. In particular, the partial shading condition is addressed. To evaluate the accuracy of the algorithm, two statistical analysis namely; mean absolute error (MAE) and standard deviation (STD) have been carried out. The results are compared with MPPT using the Genetic Algorithm (GA). It was found that EP has a much better convergence speed, tracking accuracy and higher robustness compared to GA.

引用

页码：7 / 12

页数：6

共 19 条

[1] Azab M, 2010, PROC IEEE INT SYMP, P969, DOI 10.1109/ISIE.2010.5637061
[2] Aziz NIA, 2013, PROCEEDINGS OF THE 2013 IEEE 7TH INTERNATIONAL POWER ENGINEERING AND OPTIMIZATION CONFERENCE (PEOCO2013), P304
[3] Maximum power point tracking control techniques: State-of-the-art in photovoltaic applications
Bhatnagar, Pallavee
Nema, R. K.
[J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 23 : 224 - 241
[4] Theoretical assessment of the maximum power point tracking efficiency of photovoltaic facilities with different converter topologies
Enrique, J. M.
Duran, E.
Sidrach-de-Cardona, M.
Andujar, J. M.
[J]. SOLAR ENERGY, 2007, 81 (01) : 31 - 38
[5] Comparison of photovoltaic array maximum power point tracking techniques
Esram, Trishan
Chapman, Patrick L.
[J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (02) : 439 - 449
[6] APPLYING EVOLUTIONARY PROGRAMMING TO SELECTED TRAVELING SALESMAN PROBLEMS
FOGEL, DB
[J]. CYBERNETICS AND SYSTEMS, 1993, 24 (01) : 27 - 36
[7] Comparative study of maximum power point tracking algorithms
Hohm, DP
Ropp, ME
[J]. PROGRESS IN PHOTOVOLTAICS, 2003, 11 (01): : 47 - 62
[8] A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition
Ishaque, Kashif
Salam, Zainal
[J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 19 : 475 - 488
[9] A comprehensive MATLAB Simulink PV system simulator with partial shading capability based on two-diode model
Ishaque, Kashif
Salam, Zainal
Syafaruddin
[J]. SOLAR ENERGY, 2011, 85 (09) : 2217 - 2227
[10] Modeling and simulation of photovoltaic (PV) system during partial shading based on a two-diode model
Ishaque, Kashif
Salam, Zainal
Taheri, Hamed
Syafaruddin
[J]. SIMULATION MODELLING PRACTICE AND THEORY, 2011, 19 (07) : 1613 - 1626

← 1 2 →