Parameter extraction of photovoltaic cell using differential evolution method

2011 IEEE Applied Power Electronics Colloquium, IAPEC 2011

Volumn , Issue , 2011, Pages 10-15

  Ishaque, Kashif ^a   Salam, Zainal ^a   Taheri, Hamed ^a   Shamsudin, Amir ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

Differential evolution; Genetic algorithm; Parameter extraction; Photovoltaic energy

Indexed keywords

CONTROL PARAMETERS; DATA SETS; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION METHOD; EXECUTION TIME; FITNESS FUNCTIONS; I - V CURVE; INITIAL PARAMETER; NEW PARAMETERS; PHOTOVOLTAIC ENERGY;

CURVE FITTING; GENETIC ALGORITHMS; PARAMETER EXTRACTION; PHOTOELECTROCHEMICAL CELLS; PHOTOVOLTAIC CELLS; PHOTOVOLTAIC EFFECTS; POWER ELECTRONICS;

BIOLOGY;

EID: 79959330509     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IAPEC.2011.5779867     Document Type: Conference Paper

References (24)

1. Roundy S, Wright P K and Rabaey J M 2004 Energy scavenging for wireless sensor networks: with special focus on vibrations, kluwer academic publishers, Norwell.
2. Chan DSH and Phang JCH 1987 Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I-V characteristics. IEEE Trans Electron Dev 34 286-93.
3. Charles JP, Bordure G, Khoury A and Mialhe P 1985 Consistency of the double exponential model with the physical mechanisms of conduction for a solar cell under illumination. J. Phys. D - Appl. Phys.18 2261-2268. (Pubitemid 16612237)
4. Ortiz-Conde A, Garcia Sanchez FJ and Muci J 2006 New method to extract the model parameters of solar cells from the explicit analytic solutions of their illuminated I-V characteristics. Sol. Energy Mater. Solar Cells 90 352-361. (Pubitemid 41705264)
5. De Soto W, Klein S and Beckman W 2006 Improvement and validation of a model for photovoltaic array performance. Solar Energy 80 78-88.
6. Gottschalg R, Rommel M, Infield DG and Kearney MJ 1999. The influence of the measurement environment on the accuracy of the extraction of the physical parameters of solar cells. Meas Sci Technol 10 796-804.
7. Nakanishi F, Ikegami T, Ebihara K, Kuriyama S and Shiota Y 2000 Modeling and operation of a 10 kW photovoltaic power generator using equivalent electric circuit method. In: Proceedings of 28th photovoltaic specialists conference 1703-6.
8. Jervase JA, Bourdoucen H and Al-Lawati A 2001 Solar cell parameter extraction using genetic algorithms. Meas Sci Technol 12 1922-1925. (Pubitemid 33073166)
9. Chegaar M, Ouennoughi Z and Guechi F 2004 Extracting dc parameters of solar cells under illumination Vacuum 75 367-372.
10. Haouari-Merbah M, Belhamel M, Tobias I and Ruiz J 2005 Extraction and analysis of solar cell parameters from the illuminated current- voltage curve. Sol. Energy Mater. Solar Cells 87 225-33. (Pubitemid 40556573)
11. Chegaar M, Azzouzi G and Mialhe P 2006 Simple parameter extraction method for illuminated solar cells Solid State Electron 50 1234-1237. (Pubitemid 44251123)
12. Duffie JA, Beckman WA 2006 Solar engineering of thermal processes. Third ed. Hoboken, NJ, USA: John Wiley & Sons.
13. Liu CC, Chen CY, Weng CY, Wang CC, Jenq FL and Cheng PJ 2008 Physical parameters extraction from current-voltage characteristic for diodes using multiple nonlinear regression analysis Solid State Electron 52 839-843.
14. Moldovan N, Picos R and Garcia-Moreno E 2009 Parameter extraction of a solar cell compact model using genetic algorithms Proc. of Spanish conf. on Electron Devices 379-382.
15. Gaing ZL 2004 A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Trans Energy Convers 19 384-391.
16. Ji MJ, Jin ZH and Tang HW 2006 An improved simulated annealing for solving the linear constrained optimization problems Appl. Math Comput. 183 251-259.
17. Storn R and Price K 1997 Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces J. Global Optim. 11 341-359. (Pubitemid 127502202)
18. da Costa W T, Fardin J F, Simonetti D S L and Neto L 2010 Identification of photovoltaic model parameters by Differential Evolution, Industrial Technology (ICIT), 2010 IEEE International Conference 931-936
19. K. Ishaque, Z. Salam, H. Taheri, Simple, fast and accurate two-diode model for photovoltaic modules, Solar Energy Materials and Solar Cells, 95 (2011) 586-594.
20. Sah C, Noyce R N and Shockley W 1957 Carrier generation and recombination in p-n junctions and p-n junction characteristics in: Proceedings of IRE 45 1228-1243.
21. Meiying Y, Xiaodong W, and Yousheng X 2009 Parameter extraction of solar cells using particle swarm optimization J. Appl. Phys. 105 1-8.
22. Gamperle R, Muller S D and Koumoutsakos P 2002 A parameter study for differential evolution Adv. Intell. Syst. Fuzzy Syst. Evolut. Comput. 293-298.
23. H. Taheri H, Z. Salam, K. Ishaque, and Shafaruddin A Novel Maximum Power Point Tracking Control of Photovoltaic System Under Partial and Rapidly Fluctuating Shadow Conditions Using Differential, 2010 IEEE Symposium on Industrial Electronics & Applications 82-87.
24. KC200GT High Efficiency Multicrystal Photovoltaic Module Datasheet Kyocera. [Online]. Available: http://www.kyocera.com.sg/products/solar/ pdf/kc200gt.pdf.