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Reseach Article

Efficient Parameter Extraction of Solar Cell using Modified ABC

by Maitreyi Ketkar, A. M. Chopde
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 102 - Number 1
Year of Publication: 2014
Authors: Maitreyi Ketkar, A. M. Chopde
10.5120/17776-8535

Maitreyi Ketkar, A. M. Chopde . Efficient Parameter Extraction of Solar Cell using Modified ABC. International Journal of Computer Applications. 102, 1 ( September 2014), 1-6. DOI=10.5120/17776-8535

@article{ 10.5120/17776-8535,
author = { Maitreyi Ketkar, A. M. Chopde },
title = { Efficient Parameter Extraction of Solar Cell using Modified ABC },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 102 },
number = { 1 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume102/number1/17776-8535/ },
doi = { 10.5120/17776-8535 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:31:57.972341+05:30
%A Maitreyi Ketkar
%A A. M. Chopde
%T Efficient Parameter Extraction of Solar Cell using Modified ABC
%J International Journal of Computer Applications
%@ 0975-8887
%V 102
%N 1
%P 1-6
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper an efficient method for parameter extraction of solar cell double diode model using Artificial Bee Colony (ABC) Algorithm is presented. ABC packs solid features such as simplicity of implementation, promising optimization capability, fewer control parameters, etc. In this paper we have implemented various methods suggested to boost traditional ABC performance to solve multiparameter optimization problem. The results demonstrate ability of modified algorithm to be primary candidate for the parameter extraction in wide search space.

References
  1. Daniel S. H. Chan and Jacob C H. Phang, "Analytical methods for the extraction of solar cell single and double diode model parameters from I-V characteristics," IEEE transaction of electronics, 1987
  2. M. R. AlRashidi, K. M. El-Naggar, and M. F. AlHajri, "Parameters Estimation of Double Diode Solar Cell Model," World Academy of Science, Engineering and Technology 74, 2013
  3. Meiying Ye, Xiaodong Wang, and Yousheng Xu, "Parameter extraction of solar cells using particle swarm optimization," Journal of Applied Physics,pp. 105, 2009
  4. Wenyin Gong, Zhihua Caia, "Parameter extraction of solar cell models using repaired adaptive differential evolution,"China University of Geosciences,pp. 1-16, 2013
  5. Tomas Zahradnick, "MOSFET Parameter Extraction," Dissertation Thesis Proposal Czech Technical University in Prague,2005-04,pp. 1-138
  6. D. Karaboga ,"An idea based on honey bee swarm for numerical optimization," Erciyes University Press,Turkey,2005
  7. D. Karaboga,B Akay "A modified artificial bee colony(ABC) algorithm for real parameter optimization," Information science 192,pp. 120-142,2012
  8. A. L. Bolaji, A. T. Khader, M. A. Al-Betar and M. A. Awadallah," Artificial Bee Colony Algorithm,its variants and applications: A survey," Journal of Theoretical and Applied Information Technology Vol. 47 No. 2,pp 434-459,20th January 2013
  9. Efren Mezura-Montes and Ramiro Ernesto Velez-Koeppel, "Elitist Artificial Bee Colony for Constrained Real-Parameter Optimization," IEEE Conference,pp. 1-7,2010
  10. Yiming Yan, Ye Zhang and Fengjiao Gao, "Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft margin classifier," EURASIP Journal on Advances in Signal Processing,2012,pp. 146
  11. Defeng Wu,Wanneng Yu and Zibin Yin ,"Parameter Estimation of Rational Models Based on Artificial Bee Colony Algorithm," Proceedings of 2011 International Conference on Modelling, Identification and control, Shanghai,China,pp. 219- 224,June 26-29,2011
  12. Adil Baykasoglu,Lale zbakr and Pnar Tapkan, "Artificial Bee Colony Algorithm and Its Application to Generalized Assignment Problem," Swarm Intellenge:Focus on ant and PSO,pp. 532-560,December 2007
  13. A. Aderhold, K. Diwold, A. Scheidler, and M. Middendorf ,"Artificial bee colony optimization: A new selection scheme and its performance," Nature Inspired Cooperative Strategies for Optimization,pp. 283-294, 2010
  14. M. S. Kiram, Mesut Gunduz, "A novel artificial Bee Colony Algorithm for solving the numerical optimization problems," International journal of Innovative Computing Information and control,Volume 8,pp. 8107-8121, sep 2012
Index Terms

Computer Science
Information Sciences

Keywords

Parameter Extraction Solar Cell Artificial Bee Colony ABC Double Diode Model