An efficient analytical approach for obtaining a five parameters model of photovoltaic modules using only reference data

Applied Energy

Volumn 111, Issue , 2013, Pages 894-903

  Lo Brano, Valerio ^a   Ciulla, Giuseppina ^a  

^a UNIVERSITY OF PALERMO   (Italy)

Author keywords

Five parameters model; I V characteristic; Photovoltaic panel; Reference data

Indexed keywords

DECISION SUPPORT SYSTEMS; EXTRACTION; GRAPHIC METHODS; MODELS; OPEN CIRCUIT VOLTAGE; PHOTOVOLTAIC CELLS;

CHARACTERISTIC PARAMETER; CONSTRAINED NON-LINEAR OPTIMIZATIONS; ELECTRICAL PERFORMANCE; FIVE PARAMETERS; GENERALIZED REDUCED GRADIENT ALGORITHMS; IV CHARACTERISTICS; PHOTOVOLTAIC PANELS; REFERENCE DATA;

ANALYTICAL MODELS;

ACCURACY ASSESSMENT; ALGORITHM; DATA SET; DESIGN; ECONOMIC ANALYSIS; EXPERIMENTAL STUDY; NUMERICAL MODEL; PARAMETERIZATION; PHOTOVOLTAIC SYSTEM; PREDICTION; RESOLUTION; SOLAR RADIATION; TEMPERATURE EFFECT;

EID: 84880628680     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2013.06.046     Document Type: Article

References (38)

1. Tian H., Mancilla-David F., Ellis K., Muljadi E., Jenkis P. A cell to module array detailed model for photovoltaic panels. Sol Energy 2012, 86:2695-2706.
2. Accetta G, Piroddi L, Ferrarini L. Energy production estimation of photovoltaic system with temperature dependent coefficients. IEEE ICSET 2012, Nepal.
3. Tsai Hui.-Feng., Tsai Huan.-Liang. Implementation and verification of integrated thermal and electrical models for commercial PV modules. Sol Energy 2012, 86:654-665.
4. Ghosh K., Fishman C., Feng T. Theory of the electrical and photovoltaic properties of polycrystalline silicon. J Appl Phys 1980, 51:446-454.
5. Gow J.A., Manning C.D. Development of a photovoltaic array model for use in power-electronics simulation studies. IEE Proceedings-Electric Power Applications 1999, 146:193-199.
6. Nishioka K., Sakitani N., Kurobe K.I., Yamamoto Y., Ishikawa Y., Uraoka Y., et al. Analysis of the temperature characteristics in polycrystalline Si solar cells using modified equivalent circuit model. Jpn J Appl Phys 2003, 42:7175-7179.
7. Kurobe K.I., Matsunami H. New two-diode model for detailed analysis of multicrystalline silicon solar cells. Jpn J Appl Phys 2005, 44:8314-8321.
8. Nishioka K., Sakitani N., Uraoka Y., Fuyuki T. Analysis of multicrystalline silicon solar cells by modified 3-diode equivalent circuit model taking leakage current through periphery into consideration. Sol Energy Mater Sol Cells 2007, 91:1222-1227.
9. De Blas M.A., Torres J.L., Prieto E., Garcia A. Selecting a suitable model for characterizing photovoltaic devices. Renew Energy 2002, 25:371-380.
10. De Soto W.S., Klein A., Beckman W.A. Improvement and validation of a model for photovoltaic array performance. Sol Energy 2006, 80:78-88.
11. Celik A.N., Acikgoz N. Modelling and experimental verification of the operating current of mono-crystalline photovoltaic modules using four- and five-parameter models. Appl Energy 2007, 84:1-15.
12. Villalva M.G., Gazoli J.R., Filho E.R. Comprehensive approach to modeling and simulation of photovoltaic arrays. IEEE Trans Power Electron 2009, 24:1198-1208.
13. Tsai H.L. Generalized model of photovoltaic module using Matlab/SIMULINK. Int J Electr Eng 2010, 17:119-128.
14. Lo Brano V., Orioli A., Ciulla G. On the experimental validation of an improved five-parameter model for silicon photovoltaic modules. Sol Energy Mater Sol Cells 2012, 105:27-39.
15. Sandrolini L., Artioli M., Reggiani U. Numerical method for the extraction of photovoltaic module double-diode model parameters through cluster analysis. Appl Energy 2010, 87(2):442-451.
16. Bonanno F., Capizzi G., Graditi G., Napoli C., Tina G.M. A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module. Appl Energy 2012, 97:956-961.
17. Papaioannou I.T., Purvins A. Mathematical and graphical approach for maximum power point modelling. Appl Energy 2012, 91(1):59-66.
18. Ishaque K., Salam Z., Mekhilef S., Shamsudin A. Parameter extraction of solar photovoltaic modules using penalty-based differential evolution. Appl Energy 2012, 99:297-308.
19. Askarzadeh A., Rezazadeh A. Artificial bee swarm optimization algorithm for parameters identification of solar cell models. Appl Energy 2012, 102:943-949.
20. Chen Y., Wang X., Li D., Hong R., Shen H. Parameters extraction from commercial solar cells I-V characteristics and shunt analysis. Appl Energy 2011, 88(6):2239-2244.
21. Amrouche B., Guessoum A., Belhamel M. A simple behavioural model for solar module electric characteristics based on the first order system step response for MPPT study and comparison. Appl Energy 2012, 91(1):395-404.
22. Khezzar R, Zereg M, Khezzar A. Comparative study of mathematical methods for parameters calculation of I-V characteristic of photovoltaic module. In: International conference on electrical and electronics engineering; 2009. ELECO 2009. p. I-24-8.
23. Sera D, Teodorescu R, Rodriguez P. PV panel model based on datasheet values. In: Industrial Electronics, 2007. ISIE 2007. IEEE international, symposium. 1-4244-0755-9/07.
24. Chenni R., Makhlouf M., Kerbache T., Bouzid A. A detailed modeling method for photovoltaic cells. Energy 2007, 32:1724-1730.
25. Zhou W., Yang H., Fang Z. A novel model for photovoltaic array performance prediction. Appl Energy 2007, 84:1187-1198.
26. Rajapakse AD, Muthumuni D. Simulation tools for photovoltaic system grid integration studies. In: Electrical Power Energy Conference (EPEC) 2009 IEEE. p. 1-5.
27. Campbell RC. A circuit-based photovoltaic array model for power system studies. In: 39th North American power, symposium; 2007. p. 97-101.
28. King D.L. Photovoltaic module and array performance characterization methods for all system operating conditions. AIP Conf Proc 1997, 394:347-368.
29. King DL, Kratochvil JA, Boyson WE. Photovoltaic array performance model. SANDIA, REPORT 2004; SAND2004-3535.
30. Cirrincione M, Di Piazza MC, Marsala G, Pucci G, Vitale G. Real time simulation of renewable sources by model based control of DC/DC converters. In: IEEE international symposium on industrial electronics (ISIE); 2008. p. 1548-55.
31. Can H, Ickilli D, Parlak KS. A New Numerical Solution Approach for the Real-Time Modeling of Photovoltaic Panels. Power and Energy Engineering Conference (APPEEC), Asia-Pacific; 2012. p. 1-4.
32. Jung J.H., Ahmed S. Model construction of single crystalline photovoltaic panels for real-time simulation. Energy Conversion Congress and Exposition (ECCE) 2010, IEEE:342-349.
33. Sera D, Teodorescu R, Rodriguez P. PV panel model based on datasheet values. In: Industrial Electronics, IEEE international symposium; 2007. p. 2392-6.
34. Karamirad M., Omid M., Alimardani R., Mousazadeh H., Heidari S.N. ANN based simulation and experimental verification of analytical four-and five-parameters models of PV modules. Simul Model Pract Theory 2013, 34:86-98.
35. Ghani F, Duke M, Carson J. Extraction of solar cell modelling parameters using the Lambert W function. In: Proceeding of the annual conference, Australian solar energy society, Melbourne, December 2012; ISBN: 978-0-646-90071-1.
36. Zagrouba M., Sellami A., Bouaïcha M., Ksouri M. Identification of PV solar cells and modules parameters using the genetic algorithms: application to maximum power extraction. Sol Energy 2010, 84(5):860-866.
37. Lasdon L.S., Waren A.D., Jain A., Ratner M. Design and testing of a generalized reduced gradient code for nonlinear programming. ACM Trans Math Softw (TOMS) 1978, 4(1):34-50.
38. Lo Brano V., Orioli A., Ciulla G., Di Gangi A. An improved five-parameter model for photovoltaic modules. Sol Energy Mater Sol Cells 2010, 94:1358-1370.