Scientific Reports · 2025 · 26 citations · 41 references
EngineeringElectrical EngineeringMaterials ScienceCircuit TheoryElectronic MaterialsSemiconductor DevicesDevice ModelingPhotovoltaic DevicesPhotovoltaic MaterialsSolar CellsSolar Energy SystemsSolar Photovoltaic SystemsDiode ModelingJunction ModelingPhotovoltaic Performance AnalysisPhotovoltaic System ModelingPhotovoltaic System SimulationPhotovoltaic SystemsSemiconductor Device Modeling
Proper modeling of PV cells/modules through parameter identification based on the real current-voltage (I-V) data is important for the efficiency of PV systems. Most related works have concentrated on the classical single-diode model (SDM) and double-diode model (DDM) and their parameter extraction by various metaheuristic algorithms. In order to render more accurate and representative modeling, this paper adds a small resistance in series with the diodes in SDM and DDM. The new models are named reconfigured SDM (Reconfig-SDM) and reconfigured DDM (Reconfig-DDM), and they have not been studied so far as we know. A squirrel search algorithm (SSA) is employed to globally find the parameters of the new models. The performance achieved is experimentally tested on both a commercial RTC France solar cell and a CS6P-220P polycrystalline PV module located at Düzce University in Türkiye. A vivid comparison of experimental findings, observation, and analysis clearly demonstrates that the proposed Reconfig-SDM and Reconfig-DDM tuned by the SSA have better capacity and effectiveness for modeling PV devices than some cutting-edge approaches. Specifically, compared with the best-performing approach in the literature, Reconfig-SDM and Reconfig-DDM could reduce the error rate up to 0.37% and 2.58% for the solar cell, and 3.21% and 29.0% for the solar module.
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Kensuke Nishioka, Nobuhiro Sakitani, Yukiharu Uraoka et al. · Solar Energy Materials and Solar Cells · 2007 · 299 citations