Multi-strategy improved runge kutta optimizer and its promise to estimate the model parameters of solar photovoltaic modules

Serdar Ekinci; Rizk M. Rizk-Allah; Davut Izci; Emre Çelik

doi:10.1016/j.heliyon.2024.e39301

journal article Open Access Oct 01, 2024

Multi-strategy improved runge kutta optimizer and its promise to estimate the model parameters of solar photovoltaic modules

Serdar Ekinci

Rizk M. Rizk-Allah

Davut Izci

Emre Çelik

Heliyon Vol. 10 No. 20 pp. e39301 · Elsevier BV

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References

74

[1]

Zhang "Bi-layer energy optimal scheduling of regional integrated energy system considering variable correlations" Int. J. Electr. Power Energy Syst. (2023) 10.1016/j.ijepes.2022.108840

[2]

Rizk-Allah "Locomotion-based hybrid salp swarm algorithm for parameter estimation of fuzzy representation-based photovoltaic modules" Journal of Modern Power Systems and Clean Energy (2021) 10.35833/mpce.2019.000028

[3]

Ekinci "Automatic generation control of a hybrid PV-reheat thermal power system using RIME algorithm" IEEE Access (2024) 10.1109/access.2024.3367011

[4]

Rizk-Allah "Emended heap-based optimizer for characterizing performance of industrial solar generating units using triple-diode model" Energy (2021) 10.1016/j.energy.2021.121561

[5]

Ekinci "Comparative analysis of the hybrid gazelle‐Nelder–Mead algorithm for parameter extraction and optimization of solar photovoltaic systems" IET Renew. Power Gener. (2024) 10.1049/rpg2.12974

[6]

Premkumar "Parameter extraction of three-diode solar photovoltaic model using a new metaheuristic resistance–capacitance optimization algorithm and improved Newton–Raphson method" J. Comput. Electron. (2022) 10.1007/s10825-022-01987-6

[7]

Premkumar "A reliable optimization framework for parameter identification of single‐diode solar photovoltaic model using weighted velocity‐guided grey wolf optimization algorithm and Lambert‐W function" IET Renew. Power Gener. (2023) 10.1049/rpg2.12792

[8]

Premkumar "An enhanced Gradient-based Optimizer for parameter estimation of various solar photovoltaic models" Energy Rep. (2022) 10.1016/j.egyr.2022.11.092

[9]

Premkumar "Constraint estimation in three‐diode solar photovoltaic model using Gaussian and Cauchy mutation‐based hunger games search optimizer and enhanced Newton–Raphson method" IET Renew. Power Gener. (2022) 10.1049/rpg2.12475

[10]

Premkumar "Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules" ISA Trans. (2021) 10.1016/j.isatra.2021.01.045

[11]

Premkumar "Opposition decided gradient-based optimizer with balance analysis and diversity maintenance for parameter identification of solar photovoltaic models" J Ambient Intell Humaniz Comput (2023) 10.1007/s12652-021-03564-4

[12]

Premkumar "Identification of solar photovoltaic model parameters using an improved gradient-based optimization algorithm with chaotic drifts" IEEE Access (2021) 10.1109/access.2021.3073821

[13]

Premkumar "Extraction of uncertain parameters of single-diode photovoltaic module using hybrid particle swarm optimization and grey wolf optimization algorithm" Mater Today Proc (2021) 10.1016/j.matpr.2020.08.784

[14]

Premkumar "A new and reliable objective functions for extracting the unknown parameters of solar photovoltaic cell using political optimizer algorithm" (2020)

[15]

Maden "Squirrel search algorithm applied to effective estimation of solar PV model parameters: a real-world practice" Neural Comput. Appl. (2023) 10.1007/s00521-023-08451-x

[16]

Ben Messaoud "Extraction of uncertain parameters of single-diode model of a photovoltaic panel using simulated annealing optimization" Energy Rep. (2020) 10.1016/j.egyr.2020.01.016

[17]

Saleem "An analytical method to extract the physical parameters of a solar cell from four points on the illuminated $J{-}V$ curve" IEEE Electron. Device Lett. (2009) 10.1109/led.2009.2013882

[18]

Rizk-Allah "An interior search algorithm based on chaotic and crossover strategies for parameter extraction of polyphase induction machines" Neural Comput. Appl. (2023) 10.1007/s00521-022-08055-x

[19]

Chen "Perturbed stochastic fractal search for solar PV parameter estimation" Energy (2019) 10.1016/j.energy.2019.116247

[20]

Ismaeel "Gradient-based optimizer for parameter extraction in photovoltaic models" IEEE Access (2021) 10.1109/access.2021.3052153

[21]

Khelifa "Symmetric chaotic gradient-based optimizer algorithm for efficient estimation of PV parameters" Optik (2022) 10.1016/j.ijleo.2022.168873

[22]

Qaraad "Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators" Comput. Electr. Eng. (2023) 10.1016/j.compeleceng.2023.108603

[23]

Eltamaly "Musical chairs algorithm for parameters estimation of PV cells" Sol. Energy (2022) 10.1016/j.solener.2022.06.043

[24]

Ramadan "Accurate parameters estimation of three diode model of photovoltaic modules using hunter–prey and wild horse optimizers" IEEE Access (2022) 10.1109/access.2022.3199001

[25]

Montano "Estimation of the parameters of the mathematical model of an equivalent diode of a photovoltaic panel using a continuous genetic algorithm" IEEE Latin America Transactions (2022) 10.1109/tla.2022.9675467

[26]

Yaghoubi "Modified salp swarm optimization for parameter estimation of solar PV models" IEEE Access (2022) 10.1109/access.2022.3213746

[27]

Ćalasan "Rubežić, mujović, đukanović, estimation of single-diode and two-diode solar cell parameters by using a chaotic optimization approach" Energies (2019) 10.3390/en12214209

[28]

Rizk-Allah "Conscious neighborhood scheme-based Laplacian barnacles mating algorithm for parameters optimization of photovoltaic single- and double-diode models" Energy Convers. Manag. (2020) 10.1016/j.enconman.2020.113522

[29]

Houssein "An efficient Manta Ray Foraging Optimization algorithm for parameter extraction of three-diode photovoltaic model" Comput. Electr. Eng. (2021) 10.1016/j.compeleceng.2021.107304

[30]

Abdel-Basset "An improved artificial jellyfish search optimizer for parameter identification of photovoltaic models" Energies (2021) 10.3390/en14071867

[31]

Singh "Parameter extraction of solar module using the sooty tern optimization algorithm" Electronics (Basel) (2022)

[32]

V Ayyarao "Parameter estimation of solar PV models with a new proposed war strategy optimization algorithm" Int. J. Energy Res. (2022) 10.1002/er.7629

[33]

Duman "A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems" Eng. Appl. Artif. Intell. (2022) 10.1016/j.engappai.2022.104763

[34]

Bo "Solar photovoltaic model parameter identification using robust niching chimp optimization" Sol. Energy (2022) 10.1016/j.solener.2022.04.056

[35]

Ahmadianfar "RUN beyond the metaphor: an efficient optimization algorithm based on Runge Kutta method" Expert Syst. Appl. (2021) 10.1016/j.eswa.2021.115079

[36]

Agushaka "Dwarf mongoose optimization algorithm" Comput. Methods Appl. Mech. Eng. (2022) 10.1016/j.cma.2022.114570

[37]

Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems

Seyedali Mirjalili, Amir H. Gandomi, Seyedeh Zahra Mirjalili et al.

Advances in Engineering Software 2017 10.1016/j.advengsoft.2017.07.002

[38]

Mirjalili "Grey wolf optimizer" Adv. Eng. Software (2014) 10.1016/j.advengsoft.2013.12.007

[39]

Ezugwu "Prairie dog optimization algorithm" Neural Comput. Appl. (2022) 10.1007/s00521-022-07530-9

[40]

Biogeography-Based Optimization

D. Simon

IEEE Transactions on Evolutionary Computation 2008 10.1109/tevc.2008.919004

[41]

Kennedy "Particle swarm optimization" (1995)

[42]

Agushaka "Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer" Neural Comput. Appl. (2022)

[43]

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth Price

Journal of Global Optimization 1997 10.1023/a:1008202821328

[44]

SCA: A Sine Cosine Algorithm for solving optimization problems

Seyedali Mirjalili

Knowledge-Based Systems 2016 10.1016/j.knosys.2015.12.022

[45]

Gu "Extracting accurate parameters of photovoltaic cell models via elite learning adaptive differential evolution" Energy Convers. Manag. (2023) 10.1016/j.enconman.2023.116994

[46]

Lu "Hybrid multi-group stochastic cooperative particle swarm optimization algorithm and its application to the photovoltaic parameter identification problem" Energy Rep. (2023) 10.1016/j.egyr.2023.03.105

[47]

Abd El-Mageed "Parameter extraction of solar photovoltaic models using queuing search optimization and differential evolution" Appl. Soft Comput. (2023) 10.1016/j.asoc.2023.110032

[48]

Satria "Parameters identification of solar PV using hybrid chaotic northern goshawk and pattern search" Sustainability (2023) 10.3390/su15065027

[49]

Yang "Performance optimization of photovoltaic and solar cells via a hybrid and efficient chimp algorithm" Sol. Energy (2023) 10.1016/j.solener.2023.02.036

[50]

Taleshian "Parameters identification of photovoltaic solar cells using FIPSO-SQP algorithm" Optik (2023) 10.1016/j.ijleo.2023.170900

Showing 50 of 74 references

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Published: Oct 01, 2024
Vol/Issue: 10(20)
Pages: e39301
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Cite This Article

Serdar Ekinci, Rizk M. Rizk-Allah, Davut Izci, et al. (2024). Multi-strategy improved runge kutta optimizer and its promise to estimate the model parameters of solar photovoltaic modules. Heliyon, 10(20), e39301. https://doi.org/10.1016/j.heliyon.2024.e39301

Multi-strategy improved runge kutta optimizer and its promise to estimate the model parameters of solar photovoltaic modules

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