2020
DOI: 10.3390/en13020497
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Abstract: While addressing the issue of improving the performance of Photovoltaic (PV) systems, the simulation results are highly influenced by the PV model accuracy. Building the PV module mathematical model is based on its I-V characteristic, which is a highly nonlinear relationship. All the PV cells’ data sheets do not provide full information about their parameters. This leads to a nonlinear mathematical model with several unknown parameters. This paper proposes a new application of the Grasshopper Optimization Algo… Show more

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Cited by 92 publications
(25 citation statements)
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“…Grasshopper optimization algorithm (GOA) has been employed to estimate the optimal parameters of three-diode model of PV module under different operating conditions. 33 Long et al 34 introduced a modified whale optimization algorithm (WOA) named refraction-learning-based WOA as a tool available for estimating the PV models parameters. Yousri et al 35 utilized the fractional chaos maps to improve the ensemble particle swarm optimizer (FC-EPSO) during extracting the parameters of single, double and three-diode models.…”
mentioning
confidence: 99%
“…Grasshopper optimization algorithm (GOA) has been employed to estimate the optimal parameters of three-diode model of PV module under different operating conditions. 33 Long et al 34 introduced a modified whale optimization algorithm (WOA) named refraction-learning-based WOA as a tool available for estimating the PV models parameters. Yousri et al 35 utilized the fractional chaos maps to improve the ensemble particle swarm optimizer (FC-EPSO) during extracting the parameters of single, double and three-diode models.…”
mentioning
confidence: 99%
“…The bypass diode (BD) is an additional connected in antiparallel to the submodule (see Figure 1) to limit the power dissipated in the cells in mismatching conditions. The calculation of the PV module parameters has been widely reported in literature, not only for the SDM model [21] but also for the two-diode [22] and three-diode model [23]. Nevertheless, the estimating parameter techniques have been more widely studied for the SDM.…”
Section: Submodule Modelmentioning
confidence: 99%
“…The Chaotic Gravitational Search Algorithm and Chaotic Improved Artificial Colony Bee have been introduced in [41,52] respectively, these algorithms use chaotic maps to provide precise evaluation for the PV unknown parameters. Moreover, the application of the Grasshopper Optimization Algorithm (GOA) for parameter extraction of the three-diode PV model of a PV module [71]. The researchers tested the GOA algorithm using two commercial PV modules of Kyocera KC200GT and Solarex MSX-60 PV cells [71].…”
Section: Introductionmentioning
confidence: 99%
“…Moreover, the application of the Grasshopper Optimization Algorithm (GOA) for parameter extraction of the three-diode PV model of a PV module [71]. The researchers tested the GOA algorithm using two commercial PV modules of Kyocera KC200GT and Solarex MSX-60 PV cells [71]. Ref.…”
Section: Introductionmentioning
confidence: 99%