129
Views
3
CrossRef citations to date
0
Altmetric
Research Article

Application of firefly algorithm for power estimations of solar photovoltaic power plants

& ORCID Icon
Pages 2831-2845 | Received 09 Jun 2019, Accepted 08 Apr 2021, Published online: 23 Apr 2021

References

  • Abuella, M., and B. Chowdhury. 2018. July 30. Improving combined solar power forecasts using estimated ramp rates: Data-driven post-processing approach. IET Renewable Power Generation 12(10): 1127–35. doi: 10.1049/iet-rpg.2017.0447.
  • Ayan, M., and H. Toylan. 2020. Estimating the power generating of a stand-alone solar photovoltaic panel using artificial neural networks and statistical methods. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 1–13. doi:10.1080/15567036.2020.1849459.
  • Baumgartner, P., T. Bauernfeind, O. Biro, A. Hackl, C. Magele, W. Renhart, R. Torchio. March 2018. Multi-objective optimization of Yagi–Uda antenna applying enhanced firefly algorithm with adaptive cost function. In IEEE Transactions on Magnetics 54 (3):1–4. doi:10.1109/TMAG.2017.2764319.
  • Bencherif, M., and B. Brahmi. 2018. New method of parameters extraction of the solar panels. Journal of Sustainable Energy Engineering 6 (1):11–47. doi:10.7569/jsee.2017.629517.
  • Bertrand, D., S. Manuel, M. Pirot, A. Kaminski-Cachopo, and Y. Veschetti. January 2017. Modeling of edge losses in Al-BSF silicon solar cells. In IEEE Journal of Photovoltaics 7(1):78–84. doi: 10.1109/JPHOTOV.2016.2618603.
  • De Soto, W., S. A. Klein, and W. A. Backman. 2006. Improvement and validation of a model for photovoltaic array performance. Solar Energy 80 (1):78–88. doi:10.1016/j.solener.2005.06.010.
  • Dizqah, A. M., A. Maheri, and K. Busawon. 2014. An accurate method for the PV model identification based on a genetic algorithm and the interior-point method. Renewable Energy 72:212–22. doi:10.1016/j.renene.2014.07.014.
  • Dongue, S. B., D. Njomo, and L. Ebengai. 2013. An improved nonlinear five-point model for photovoltaic modules. International Journal of Photoenergy 2013. Article ID 680213, pp.1–11. https://doi.org/10.1155/2013/680213.
  • Duan, L., H. Yi, C. Xu, M. B. Upama, M. A. Mahmud, D. Wang, F. H. Shabab, A. Uddin. November 2018. Relationship between the diode ideality factor and the carrier recombination resistance in organic solar cells. In IEEE Journal of Photovoltaics 8 (6):1701–09. doi:10.1109/JPHOTOV.2018.2870722.
  • Eltamaly, A. A. M., H. M. H. Farh, and A. G. Abokhalil. 2020. A novel PSO strategy for improving dynamic change partial shading photovoltaic maximum power point tracker. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 1–15. doi:10.1080/15567036.2020.1769774.
  • Ezugwu, A. E., and F. Akutsah. 2018. An improved firefly algorithm for the unrelated parallel machines scheduling problem with sequence-dependent setup times. In IEEE Access 6:54459–78. doi:10.1109/ACCESS.2018.2872110.
  • Huang, H., and S. Lin. February 2019. A hybrid metaheuristic embedded system for intelligent vehicles using hypermutated firefly algorithm optimized radial basis function neural network. In IEEE Transactions on Industrial Informatics 15(2):1062–69. doi: 10.1109/TII.2018.2796556.
  • Ishaque, K., and Z. Salam. 2011. An improved modeling method to determine the model parameters of photovoltaic (PV) modules using differential evolution (DE). Solar Energy 85 (9):2349–59. doi:10.1016/j.solener.2011.06.025.
  • Jagatheesan, K., B. Anand, S. Samanta, N. Dey, A. S. Ashour, and V. E. Balas. March 2019. Design of a proportional-integral-derivative controller for an automatic generation control of multi-area power thermal systems using firefly algorithm. In IEEE/CAA Journal of Automatica Sinica 6(2):503–15. doi: 10.1109/JAS.2017.7510436.
  • Jeong, D., W. E. Tyner, R. Meilan, T. R. Brown, and O. C. Doering. 2020. Stochastic techno-economic analysis of electricity produced from poplar plantations in Indiana. Renewable Energy 149:189–97. doi:10.1016/j.renene.2019.11.061.
  • Mehta, H. K., H. Warke, K. Kukadiya, and A. K. Panchal. May 2019. Accurate expressions for single-diode-model solar cell parameterization. In IEEE Journal of Photovoltaics 9(3):803–10. doi: 10.1109/JPHOTOV.2019.2896264.
  • Orioli, A., and A. D. Gangi. 2013. A procedure to calculate the five-parameter model of crystalline silicon photovoltaic modules on the basis of the tabular performance data. Applied Energy 102:1160–77. doi:10.1016/j.apenergy.2012.06.036.
  • Osorio-Aravena, J. C., J. De La Casa, J. A. Tofflinger, and E. Munoz-Ceron. 2021. Identifying barriers and opportunities in the deployment of the residential photovoltaic prosumer segment in Chile. Sustainable Cities and Society 69:102824. doi:10.1016/j.scs.2021.102824.
  • Tong, N. T., and W. Poran. 2016. A parameter extraction technique exploiting intrinsic properties of solar cells. Applied Energy 176:104–15. doi:10.1016/j.apenergy.2016.05.064.
  • Wang, C., and X. Chu. 2019. An improved firefly algorithm with specific probability and its engineering application. In IEEE Access 7:57424–39. doi:10.1109/ACCESS.2019.2914534.
  • Wang, H., and J. Shen. 2018. Analysis of the characteristics of solar cell array based on MATLAB/Simulink in solar unmanned aerial vehicle. In IEEE Access 6:21195–201. doi:10.1109/ACCESS.2018.2802927.
  • Yang, X. S. 2009. Firefly algorithms for multimodal optimization. Stochastic algorithms: Foundations and applications. SAGA 5792:169–78.
  • Yang, Y., B. Wei, H. Liu, Y. Zhang, J. Zhao, and E. Manla. 2018. Chaos firefly algorithm with self-adaptation mutation mechanism for solving large-scale economic dispatch with valve-point effects and multiple fuel options. In IEEE Access 6:45907–22. doi:10.1109/ACCESS.2018.2865960.
  • Zhang, X., Y. Li, S. Lu, H. F. Hamann, B. Hodge, and B. Lehman. January 2019. A solar time based analog ensemble method for regional solar power forecasting. In IEEE Transactions on Sustainable Energy 10(1):268–79. doi: 10.1109/TSTE.2018.2832634.
  • Zhongqun, W., M. L. Njoke, G. Tian, and J. Feng. 2021. Challenges of investment and financing for developing photovoltaic power generation in Cameroon, and the countermeasures. Journal of Cleaner Production 299:126910. doi:10.1016/j.jclepro.2021.126910.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.