Skip to main content

Estimation of Photovoltaic Cells Model Parameters using Particle Swarm Optimization

  • Conference paper
Physics of Semiconductor Devices

Part of the book series: Environmental Science and Engineering ((ENVENG))

Abstract

Swarm intelligence based technique has been used in this work for the estimation of parameters of photovoltaic cells using the two-diode model of the photovoltaic cell. Particle Swarm Optimization algorithm was used to fit the calculated current–voltage characteristics of the photovoltaic cells to the experimental one. The estimated parameters were the generated photocurrent, saturation currents, series resistance, shunt resistance and ideality factors. The proposed approach was validated using industrial photovoltaic cells.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. K. Bouzidi, M. Chegaar, A. Bouhemadou, “Solar cells parameters evaluation considering the series and shunt resistance”, Solar Energy Materials and Solar Cells, 91(18), 1647–1651 (2007)

    Article  Google Scholar 

  2. M. Chegaar, Z. Ouennoughi, F. Guechi, “Extracting dc parameters of solar cells under illumination”, Vacuum, 75 (4), 367–372 (2004)

    Article  Google Scholar 

  3. M. Haouari-Merbah, M. Belhamel, I. Tobías, J.M. Ruiz, “Extraction and analysis of solar cell parameters from the illuminated current–voltage curve”, Solar Energy Materials and Solar Cells, 87 (1–4), 225-233 (2005), ISSN 0927-0248, 10.1016/j.solmat.2004.07.019.

    Article  Google Scholar 

  4. M. Tivanov, A. Patryn, N. Drozdov, A. Fedotov, A. Mazanik, “Determination of solar cell parameters from its current–voltage and spectral characteristics”, Solar Energy Materials and Solar Cells, 87 (1–4), 457-465 (2005), ISSN 0927-0248, 10.1016/j.solmat.2004.07.033.

    Article  Google Scholar 

  5. A. Ortiz-Conde, F.J. Garcia Sanchez, J. Muci, “New method to extract the model parameters of solar cells from the explicit analytic solutions of their illuminated I–V characteristics”, Solar Energy Materials and Solar Cells, 90 (3), 352–36(2006),1

    Article  Google Scholar 

  6. Joseph A Jervase, HadjBourdoucen and Ali Al-Lawati, “Solar cell parameter extraction using genetic algorithms”, Measurement Science and Technology,12,1922-1925 (2001)

    Google Scholar 

  7. M.R. AlRashidi, M.F. AlHajri, K.M. El-Naggar, A.K. Al-Othman, “A new estimation approach for determining the I–V characteristics of solar cells”, Solar Energy, 85 (7), 1543-1550 (2011)

    Article  Google Scholar 

  8. M.F. AlHajri, K.M. El-Naggar, M.R. AlRashidi, A.K. Al-Othman, “Optimal extraction of solar cell parameters using pattern search”, Renewable Energy,44,238-245 (2012)

    Article  Google Scholar 

  9. Hengsi Qin; Kimball, J.W., “Parameter determination of Photovoltaic Cells from field testing data using particle swarm optimization”,Power and Energy Conference at Illinois (PECI), 25-26 Feb. 2011 IEEE, pp.1-4(2011)

    Google Scholar 

  10. Bai, Qinghai. “Analysis of particle swarm optimization algorithm”, Computer and Information Science, 3 (1): 180(2010).

    Google Scholar 

  11. L. Sandrolini, M. Artioli, U. Reggiani, “Numerical method for the extraction of photovoltaic module double-diode model parameters through cluster analysis”, Applied Energy, 87 (2), 442 451 (2010)

    Article  Google Scholar 

  12. SilkeSteingrube, OtwinBreitenstein, Klaus Ramspeck, StefanGlunz, Andreas Schenk, and Pietro P. Altermatt, “Explanation of commonly observed shunt currents in c-Si solar cells by means of recombination statistics beyond the Shockley-Read-Hall approximation”, Journal of Applied Physics,110(1), 014515 - 014515-10 (2011)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vandana Khanna .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Khanna, V., Das, B.K., Bisht, D., Vandana, Singh, P.K. (2014). Estimation of Photovoltaic Cells Model Parameters using Particle Swarm Optimization. In: Jain, V., Verma, A. (eds) Physics of Semiconductor Devices. Environmental Science and Engineering(). Springer, Cham. https://doi.org/10.1007/978-3-319-03002-9_98

Download citation

Publish with us

Policies and ethics