Abstract
In this paper, an equivalent electrical circuit based on the photovoltaic effect (PV) is presented with studies on the simulation of the solar energy system. This model consists of exponential double diodes illustrates how solar cells behave in order to generate electricity. By using the MATLAB software, we performed simulations. Our goal is to calculate the minimum error value for the unknown parameters of the model, which is attained by using root mean square of errors (RMSE). Regarding to the offered model, which we intend to investigate with the suggested GA-PSO algorithm, we obtain the minimum error value (RMSE) after achieving unknown parameters and then we will compare the results with other methods. Therefore, it can be shown that the proposed algorithm with a RMSE value of 2.02 provides an optimal result. According to the computed calculations, the runtime of this algorithm for each calculation is approximately 1 min and 30 s, while the total time of the algorithm will be figured according to the parameter values and the frequency of repetition. With the progress of the calculation process this time comes out to 3 min and 30 s.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Hyvarinen J, Karila J (2003) New analysis method for crystalline silicon cells. In: Proceedings of 3rd world conference on photovoltaic energy conversion, pp 1521–1524
Dondi D, Bertacchini A, Brunelli D, Larcher L, Benini L (2008) Modeling and optimization of a solar energy harvester system for self-powered wireless sensor networks. IEEE Trans Ind Electron 55(7):2759–2766
Chatterjee A, Keyhani A, Kapoor D (2011) Identification of photovoltaic source models. IEEE Trans Energy Convers 26(3):883–889
Campbell RC (2007) A circuit-based photovoltaic array model for power system studies. In: Proceedings of 39th North American power symposium, pp 97–101
Nazerian V, Alahgholi M (January 2017) Modelling of photovoltaic solar panels using linear-piece multi-diode equivalent circuit model. In: 4th international conference on electrical & computer engineering, Tehran, Iran, 12 Jan 2017
Nazerian V, Firuzjah KhG, Gholamzadeh S, Dizaj MH (March 2017) Simulation of photovoltaic solar cells using MATLAB/Simulink. In: International conference on the new horizons in the basic and technical sciences and engineering, Tehran, Iran, 4 Mar 2017
Salam Z, Ishaque K, Taheri H (2010) An improved two-diode Photovoltaic (PV) model for PV system. In: Proceedings on joint international conference, PEDES, pp 1–5
Villalva MG, Gazoli JR, Filho ER (2009) Comprehensive approach to modeling and simulation of photovoltaic arrays. IEEE Trans Power Electron 24(5):1198–1208
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Nazerian, V., Babaei, S. (2019). Optimization of Exponential Double-Diode Model for Photovoltaic Solar Cells Using GA-PSO Algorithm. In: Montaser Kouhsari, S. (eds) Fundamental Research in Electrical Engineering. Lecture Notes in Electrical Engineering, vol 480. Springer, Singapore. https://doi.org/10.1007/978-981-10-8672-4_52
Download citation
DOI: https://doi.org/10.1007/978-981-10-8672-4_52
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-8671-7
Online ISBN: 978-981-10-8672-4
eBook Packages: EngineeringEngineering (R0)