Identification of photovoltaic model parameters by differential evolution

Proceedings of the IEEE International Conference on Industrial Technology

Volumn , Issue , 2010, Pages 931-936

  Da Costa, Wagner Teixeira ^a   Fardin, Jussara F ^b   Simonetti, Domingos S L ^b   Neto, Lauro De V B M ^c  

^a INSTITUTO FEDERAL DO ESPÍRITO SANTO   (Brazil)

^b FEDERAL UNIVERSITY OF ESPÍRITO SANTO   (Brazil)

^c PONTIFICAL CATHOLIC UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SHEETS; DIFFERENTIAL EVOLUTION; NATURAL SELECTION; PHOTOVOLTAIC MODEL; PHOTOVOLTAIC MODULES; SEARCH TECHNIQUE; SIMULATION MODEL; SPEED OF CONVERGENCE;

BIOLOGY; COMPUTER SIMULATION; ENERGY CONVERSION;

EVOLUTIONARY ALGORITHMS;

EID: 77954391869     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIT.2010.5472557     Document Type: Conference Paper

References (22)

1. F. A. Farret, Aproveitamento de Pequenas Fontes de Energia Elétrica, S. Maria-RS, Ed. Federal University of Santa Maria, UFSM, Brazil, 1999.
2. R. Demonti, "Processamento da energia elétrica proveniente de módulos fotovoltaicos," M.S. Thesis, Dept. Electrical Engineering, Federal University of Santa Catarina, UFSC, Brazil, 2003.
3. D. C. Martins, "Mini-curso: Novas perspectivas da energia solar fotovoltaica no brasil," 8° Brazilian Power Electronics Conference.
4. Manual de Engenharia para Sistemas Fotovoltaicos, CEPEL - CRE-SESB - Centro de Referência para Energia Solar e Eólica Sérgio de Salvo Brito, Brazil, 1999.
5. R. M. Lamaison, S. Vivas, and J. Peracaula, "A solar battery charger for two modes of operation using a dc-dc buck converter based on a fuzzy logic controller," UPC - Barcelona Tech, Barcelona, Spain, 2001.
6. J. A. Gow and C. D. Manning, "Development of a model for photovoltaic arrays suitable for use in simulation studies of solar energy conversion systems," Power Electronics and Variable Speed Drives. Sixth International Conference on (Conf. Publ. No. 429), pp. 69-74, Sep. 1996.
7. C. Hua, J. Lin, and C. Shen, "Implementation of a dsp-controlled photovoltaic system with peakpower tracking," Industrial Electronics, IEEE Transactions on, vol. 45, pp. 99-107, 1998.
8. Y. Jung, J. So, G. Yu, and J. Choi, "Improved perturbation and observation method (ip&o) of mppt control for photovoltaic power systems," Photovoltaic Specialists Conference. Conference Record of the Thirty-first IEEE, pp. 1788-1791, Jan. 2005.
9. G. R. Walker, "Evaluating mppt converter topologies using a matlab pv model," Journal of Electrical & Electronics Engineering, Australia, vol. 21, pp. 49-55, 2001.
10. C. V. T. Cabral, L. de V. B. Machado Neto, A. S. A. C. Diniz, and D. O. Filho, "Modelagem e simulação de gerador fotovotlaico," XV Brazilian Automation Congress , Gramado - RS, Brazil, vol. 1, pp. 1-6, 2004.
11. L. de Vilhena Brandão Machado Neto, "Caracterizaç ão de geradores fotovoltaicos e desenvolvimento de seguidor de potência máxima para sistemas autônomos aplicados à eletrificação rural," M.S. Thesis, Federal University of Viçosa, UFV, Brazil, 2006.
12. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, 1989.
13. M. A. C. Pacheco, "Algoritmos genéticos: Princípios e aplicações," Dept. of Electrical Engineering, Catholic University of Rio de Janeiro, 1999.
14. R. Storn and K. Price, "Differential evolution: a simple and efficient adaptive scheme for global optimization over continuos spaces," Technical Report TR-95-012, International Computer Science Institute, Berkeley, 1995.
15. R. Linden, Algoritmos Genéticos. Ed. Brasport, 1998.
16. K. Price, R. M. Storn, and J. A. Lampinen, Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series). Springer-Verlag New York, Inc., Secaucus, NJ, 2005.
17. M. Wolf and H. Rauschenbach, "Series resistance effects on solar cell measurements," Advanced Energy Conversion, vol. 3, 1963.
18. W. de Soto, S. A. KLEIN, and W. A. BECKMAN, "Improvement and validation of a model for photovoltaic array performance," Solar energy, vol. 80, pp. 78-88, 2006.
19. th European Photovoltaic Solar Energy Conference, Paris, France, pp. 1-4, Jun. 2004.
20. M. A. de Blas, J. L. Torres, E. Prieto, and A. Garda, "Selecting a suitable model for characterizing photovoltaic devices," Renewable energy, vol. 25, pp. 371-380, 2002.
21. G. A. Vokas, A. V. Machias, and J. L. Souflis, "Computer modeling and parameters estimation for solar cells," Electrotechnical Conference. Proceedings., 6th Mediterranean, vol. 1, pp. 206-209, May. 1991.
22. N. Femia, G. Petrone, G. Spagnuolo, and M. Vitelli, "Optimization of perturb and observe maximum power point tracking method," IEEE transactions on power electronics, vol. 20, pp. 963-973, 2005.