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Research Article

Parameter estimation of four diode solar photovoltaic cell using hybrid algorithm

, &
Pages 4597-4613 | Received 20 Dec 2021, Accepted 06 May 2022, Published online: 24 May 2022

References

  • Ahmet Senel, F., and F. Gokce AS Yuksel, T Yigit. 2019. A novel hybrid PSO–GWO algorithm for optimization problems engineering with computers. Engineering with Computers 35:1359–73.
  • Ali, E. E., M. A. El-Hameed, A. A. El-Fergany, and M. M. El-Arini. 2016. Parameter extraction of photovoltaic generating units using multi-verse optimizer. Sustain Energy Technol Assess 17:68–76.
  • Allam, D., D. A. Yousri, and M. B. Eteiba. 2016. Parameter’s extraction of the three diode model for the multi-crystalline solar cell/module using Moth-fame optimization algorithm. Energy Conversion and Management 123:535–48. doi:10.1016/j.enconman.2016.06.052.
  • Askarzadeh, A., and A. Rezazadeh. 2012. Parameter identifcation for solar cell models using harmony search-based algorithms. Solar Energy 86 (11):3241–49. doi:10.1016/j.solener.2012.08.018.
  • Askarzadeh, A., and A. Rezazadeh. 2013. Artificial bee swarm optimization algorithm for parameters identification of solar cell models. Applied Energy 102:943–49. doi:10.1016/j.apenergy.2012.09.052.
  • Beigi, A. M., and A. Maroosi. 2018. Parameter identifcation for solar cells and module using a hybrid frefy and pattern search algorithms. Solar Energy 171:435–46. doi:10.1016/j.solener.2018.06.092.
  • Chen, H., S. Jiao, A. A. Heidari, M. Wang, X. Chen, and X. Zhao. 2019a. An opposition-based sine cosine approach with local search for parameter estimation of photovoltaic models. Energy Conversion and Management 195:927–42. doi:10.1016/j.enconman.2019.05.057.
  • Chen, Z., Y. Chen, W. Lijun, S. Cheng, P. Lin, and L. You. 2019b. Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristics. Energy Conversion and Management 186:168–87. doi:10.1016/j.enconman.2019.02.032.
  • Chen, Z., Y. Lin, W. Lijun, S. Cheng, and P. Lin. 2020. Development of a capacitor charging based quick I-V curve tracer with automatic parameter extraction for photovoltaic arrays. Energy Conversion and Management 226:113521. doi:10.1016/j.enconman.2020.113521.
  • Chen, Z., Y. Hui, L. Luo, W. Lijun, Q. Zheng, W. Zhenhui, S. Cheng, and P. Lin. 2021. Rapid and accurate modeling of PV modules based on extreme learning machine and large datasets of I-V curves. Applied Energy 292:116929. doi:10.1016/j.apenergy.2021.116929.
  • Chennoufi, K., M. Ferfra, and M. Mokhlis. 2021. An accurate modelling of photovoltaic modules based on two-diode model. Renewable Energy 167:294–305. doi:10.1016/j.renene.2020.11.085.
  • Dehghanzadeh, A., G. Farahani, and M. Maboodi. 2017. A novel approximate explicit double-diode model of solar cells for use in simulation studies. Renewable Energy 103:468–77. doi:10.1016/j.renene.2016.11.051.
  • Ali M. Eltamaly, Hassan M. H. Farh, and Ahmed G. Abokhalil. A novel PSO strategy for improving dynamic change partial shading photovoltaic maximum power point tracker. Energy Sources, Part A
  • Ezugwu, A. E., O. J. Adeleke, A. A. Akinyelu, and Serestina Viriri . 2020. A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems neural computing and applications. Neural Computing and Applications 32:6207–51.
  • Gupta, J., P. Nijhawan, and S. Ganguli. Parameter extraction of solar PV cell models using novel metaheuristic chaotic tunicate swarm algorithm. International Transactions on Electrical Energy Systems 31: e13244.
  • Gupta, J., P. Nijhawan, and S. Ganguli. 2021. Parameter estimation of different solar cells using a novel swarm intelligence technique. Soft Computing 26:5833–5863. https://doi.org/10.1007/s00500-021-06571-x.
  • Hoang, A. T, and V. V Pham. XP Nguyen 2021. Integrating renewable sources into energy system for smart city as a sagacious strategy towards clean and sustainable process. Journal of Cleaner Production 305:127161.
  • Ishaque, K., Z. Salam, S. Mekhilef, and A. Shamsudin. 2012. Parameter extraction of solar photovoltaic modules using penalty-based differential evolution. Applied Energy 99:297–308. doi:10.1016/j.apenergy.2012.05.017.
  • Jun-hua, L., and L. Ming. 2013. An analysis on convergence and convergence rate estimate of elitist genetic algorithms in noisy environments. Optik 124 (24):6780–85. doi:10.1016/j.ijleo.2013.05.101.
  • Khanna, V., B. K. Das, B. Dinesh, and P. K. Vandana. 2015. Singh A three diode model for industrial solar cells and estimation of solar cell parameters using PSO algorithm. Renewable Energy 78:105–13. doi:10.1016/j.renene.2014.12.072.
  • Kumar Bairwa, A S Joshi, and D Singh. Dingo optimizer: A nature-inspired metaheuristic approach for engineering problems. Hindawi Mathematical Problems in Engineering 2571863:12. Volume 2021, Article ID.
  • Lijun, W., Z. Chen, C. Long, S. Cheng, P. Lin, Y. Chen, and H. Chen. 2018. Parameter extraction of photovoltaic models from measured I-V characteristics curves using a hybrid trust-region reflective algorithm. Applied Energy 232:36–53. doi:10.1016/j.apenergy.2018.09.161.
  • Messaoud, R. B. 2020. Extraction of uncertain parameters of single and double diode model of a photovoltaic panel using Salp Swarm algorithm. Measurement 154:107446. doi:10.1016/j.measurement.2019.107446.
  • Mirjalili, S., S. M. Mirjalili, and A. Lewis. 2014. Grey wolf optimizer. Advances in Engineering Software 69:46–61. doi:10.1016/j.advengsoft.2013.12.007.
  • Mohammadreza Ebrahimi, S., E. Salahshour, M. Malekzadeh, and F. Gordillo. 2019. Parameters identification of PV solar cells and modules using flexible particle swarm optimization algorithm. Energy 179:358–72. doi:10.1016/j.energy.2019.04.218.
  • Niu, Q., L. Zhang, and K. Li. 2014. A biogeography-based optimization algorithm with mutation strategies for model parameter estimation of solar and fuel cells. Energy Conversion and Management 86:1173–85. doi:10.1016/j.enconman.2014.06.026.
  • Nizetic, S., M. Jurcevic, D. Coko, M. Anh Tuan Hoang, and A. T. Hoang. 2021. Implementation of phase change materials for thermal regulation of photovoltaic thermal systems: Comprehensive analysis of design approaches. Energy 228:120546. doi:10.1016/j.energy.2021.120546.
  • Oliva, D., A. A. Ewees, M. A. E. Aziz, A. E. Hassanien, and M. Peréz-Cisneros. 2017. A chaotic improved artifcial bee colony for parameter estimation of photovoltaic cells. Energies 10 (7):865. doi:10.3390/en10070865.
  • Pan, H., L. Wang, and B. Liu. 2006. Particle swarm optimization for function optimization in noisy environment. Applied Mathematics and Computation 181 (2):908–19. doi:10.1016/j.amc.2006.01.066.
  • Patel, S. J., A. K. Panchal, and V. Kheraj. 2014. Extraction of solar cell parameters from a single current–voltage characteristic using teaching learning based optimization algorithm. Applied Energy 119:384–93. doi:10.1016/j.apenergy.2014.01.027.
  • Ramadan, A.-E., S. Kamel, T. Khurshaid, S.-R. Oh, and S.-B. Rhee. 2021. Parameter extraction of three diode solar photovoltaic model using improved Grey Wolf optimizer. Sustainability 13:6963. doi:10.3390/su13126963.
  • Singh, B., P. Nijhawan, M. Kumar Singla, J. Gupta, and P. Singh. 2022. Hybrid algorithm for parameter estimation of fuel cell. International Journal of Energy Research. doi:10.1002/er.7863.
  • Singla, M. K., and P. Nijhawan. Triple diode parameter estimation of solar PV cell using hybrid algorithm. International Journal of Environmental Science and Technology. doi:10.1007/s13762-021-03286-2.
  • Singla, M. K., P. Nijhawan, and A. Singh Oberoi. 2021. Parameter estimation of proton exchange membrane fuel cell using a novel meta-heuristic algorithm. Environmental Science and Pollution Research 28 (26):34511–26. doi:10.1007/s11356-021-13097-0.
  • Tamrakar, V, S.C. Gupta and Y Sawle. Study of characteristics of single and double diode electrical equivalent circuit models of solar PV module. 2015 International Conference on Energy Systems and Applications (ICESA 2015), Pune (INDIA).
  • Venkateswarlu, M. G. 2013, May-June. Modeling and parameter extraction of PV modules using Genetic algorithms and differential evaluation. IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) 5(6):37–44. ( e- 2278-1676,p- 2320-3331). doi:10.9790/1676-0563744.
  • Wu, Z., D. Yu, and X. Kang. 2017. Parameter identifcation of photovoltaic cell model based on improved ant lion optimizer. Energy Conversion and Management 151:107–15. doi:10.1016/j.enconman.2017.08.088.
  • Xiong, G., J. Zhang, X. Yuan, D. Shi, and Y. He. 2018. Application of symbiotic organisms search algorithm for parameter extraction of solar cell models. Applied Sciences 8:2155. doi:10.3390/app8112155.

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