Skip to main content
Log in

Photovoltaic module parameter estimation using an analytical approach and least squares method

  • Published:
Journal of Computational Electronics Aims and scope Submit manuscript

Abstract

The present work proposes an accurate method for estimating the five physical parameters of photovoltaic (PV) modules from their experimental current–voltage characteristics and datasheet information using a single-diode equivalent circuit model. This method is based on the calculation of the series resistance \(R_{\mathrm{s}}\) and ideality factor n using analytical formulations and manufacturer datasheets for the PV module, with the other three parameters (shunt resistance \(R_{\mathrm{p}}\), saturation current \(I_{\mathrm{s}}\) and photocurrent \(I_{\mathrm{ph}})\) estimated by solving a linear system of three equations using the least squares method. The proposed method is applied to experimental characteristics extracted from datasheets for the KC200GT and SQ80 PV modules. The extracted parameters show good agreement with those obtained by other methods, and the simulated IV characteristic exhibits the best fit with experimental data. This method is accurate even in the presence of noise errors in measurement.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Ortiz-Conde, A., García Sanchez, F.J., Muci, J.: New method to extract the model parameters of solar cells from the explicit analytic solutions of their illuminated IV characteristics. Sol. Energy Mater. Sol. Cells 90(3), 352–361 (2006)

    Article  Google Scholar 

  2. Zhang, C., Zhang, J., Hao, Y., Lin, Z., Zhu, C.: A simple and efficient solar cell parameter extraction method from a single current–voltage curve. J. Appl. Phys. 110(6), 064504 (2011)

    Article  Google Scholar 

  3. Jain, A., Singh, N.S., Kapoor, A.: An exact analytical method for calculating the parameters of a real solar cell using special trans function theory (STFT). Int. J. Renew. Energy 3(1), 201–206 (2012)

    Google Scholar 

  4. Humada, A.M., Hojabri, M., Mekhilef, S., Hamada, H.M.: Solar cell parameters extraction based on single and double-diode models: a review. Renew. Sustain. Energy Rev. 56, 494–509 (2016)

    Article  Google Scholar 

  5. Yadir, S., Aazou, S., Maouhoub, N., Rais, K., Benhmida, M., Assaid, E.: Illuminated solar cell physical parameters extraction using mathematica. In: The 7th ACS/IEEE International Conference on Computer Systems and Applications, Rabat, Morocco. May 10–13, pp. 63–64 (2009)

  6. Rezaee Jordehi, A.: Parameter estimation of solar photovoltaic (PV) cells: a review. Renew. Sustain. Energy Rev. 61, 354–371 (2016)

    Article  Google Scholar 

  7. Bouzidi, K., Chegaar, M., Bouhemadou, A.: Solar cells parameters evaluation considering the series and shunt resistance. Sol. Energy Mater. Sol. Cells 91, 1647–1651 (2007)

    Article  Google Scholar 

  8. Khan, F., Baek, S.-H., Park, Y., Kim, J.H.: Extraction of diode parameters of silicon solar cells under high illumination conditions. Energy Convers. Manag. 76, 421–429 (2013)

    Article  Google Scholar 

  9. Laudani, A., Fulginei, F.R., Salvini, A.: High performing extraction procedure for the one-diode model of a photovoltaic panel from experimental IV curves by using reduced forms. Sol. Energy 103, 316–326 (2014)

    Article  Google Scholar 

  10. Bai, J., Liu, S., Hao, Y., Zhang, Z., Jiang, M., Zhang, Y.: Development of a new compound method to extract the five parameters of PV modules. Energy Convers. Manag. 31(79), 294–303 (2014)

    Article  Google Scholar 

  11. Villalva, M.G., Gazoli, J.R.: Comprehensive approach to modeling and simulation of photovoltaic arrays. IEEE Trans. Power Electron. 24(5), 1198–208 (2009)

    Article  Google Scholar 

  12. Ismail, M.S., Moghavvemi, M., Mahlia, T.M.I.: Characterization of PV panel and global optimization of its model parameters using genetic algorithm. Energy Convers. Manag. 73, 10–25 (2013)

    Article  Google Scholar 

  13. KC200GT High Efficiency Multicrystal Photovoltaic Module Datasheet Kyocera (2000). http://www.kyocera.com.sg/products/solar/pdf/kc200gt.pdf

  14. Ayodele, T.R., Ogunjuyigbe, A.S., Ekoh, E.E.: Evaluation of numerical algorithms used in extracting the parameters of a single-diode photovoltaic model. Sustain. Energy Technol. Assess. 13, 51–9 (2016)

    Google Scholar 

  15. Cubas, J., Pindado, S.: Manuel CDE: explicit expressions for solar panel equivalent circuit parameters based on analytical formulation and the Lambert W function. Energies 7, 4098–4115 (2014)

    Article  Google Scholar 

  16. Rahman, S.A., Varma, R.K., Vanderheide, T.: Generalized model of a photovoltaic panel. Renew. Power Gener. IET 8(3), 217–29 (2014)

    Article  Google Scholar 

  17. Askarzadeh, A., dos Santos Coelho, L.: Determination of photovoltaic modules parameters at different operating conditions using a novel bird mating optimizer approach. Energy Convers. Manag. 89, 608–14 (2015)

    Article  Google Scholar 

  18. Awadallah, M.A.: Variations of the bacterial foraging algorithm for the extraction of PV module parameters from nameplate data. Energy Convers. Manag. 1(113), 312–20 (2016)

    Article  Google Scholar 

  19. 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 30(97), 956–61 (2012)

    Article  Google Scholar 

  20. Ma, J., Bi, Z., Ting, T.O., Hao, S., Hao, W.: Comparative performance on photovoltaic model parameter identification via bio-inspired algorithms. Solar Energy 132, 606–616 (2016)

    Article  Google Scholar 

  21. Nassar-eddine, I., Obbadi, A., Errami, Y., Agunaou, M., El Fajri, A.: Parameter estimation of photovoltaic modules using iterative method and the Lambert W function: a comparative study. Energy Convers. Manag. 119, 37–48 (2016)

    Article  Google Scholar 

  22. Shell Solar Product Information Sheet. http://www.solarcellsales.com/techinfo/technical_docs.cfm

  23. Samkeliso, S., Moin, H.: Comparative analysis of different single diode PV modeling methods. IEEE J. Photovolt. 5(3), 938–946 (2015)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Noureddine Maouhoub.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Maouhoub, N. Photovoltaic module parameter estimation using an analytical approach and least squares method. J Comput Electron 17, 784–790 (2018). https://doi.org/10.1007/s10825-017-1121-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10825-017-1121-5

Keywords

Navigation