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An explicit method to extract fitting parameters in lumped-parameter equivalent circuit model of industrial solar cells

机译:工业太阳能电池集总参数等效电路模型中拟合参数的提取方法

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An explicit parameter-extraction method is proposed to estimate the values of fitting parameters in lumped-parameter equivalent circuit model of industrial solar cells. The explicit method is based on polynomial fitting curves on Matlab platform, TCAD device simulation results of Silvaco Atlas, and experimental data of silicon-based solar cells' current-voltage characteristics. Such an explicit parameter-extraction method can be directly applied into the analytical solutions to one-diode lumped-parameter equivalent circuit model to complete the simulations for electrostatic properties of solar cells. First, the current-voltage characteristics of industrial silicon-based solar cells are also derived analytically as the previous works completed by other researchers and the four key factors especially for the maximum power formula are solved through the effective diode approach. Second, polynomial curve is used to fit current-voltage characteristics from simulation and experiment results of solar cells under illumination. Third, the polynomial fitting result, the short circuit current, and the open circuit voltage are used to extract explicitly all of five parameters included in the one-diode lumped-parameter equivalent circuit model for industrial solar cells. Finally, the extracted fitting parameters are substituted into the analytical solution to current-voltage characteristics and the obtained current-voltage characteristics are compared with device simulation results from Silvaco Atlas and experimental data from silicon-based solar cells. As a result, such an explicit extraction procedure could be regarded as a fast and accurate method to estimate model parameters in industrial solar cells, which is important for not only photoelectric device simulations but also process analysis. (C) 2019 Elsevier Ltd. All rights reserved.
机译:提出了一种显式参数提取方法,用于估算工业太阳能电池集总参数等效电路模型中的拟合参数值。该显式方法基于Matlab平台上的多项式拟合曲线,Silvaco Atlas的TCAD设备仿真结果以及硅基太阳能电池电流-电压特性的实验数据。这种明确的参数提取方法可以直接应用于一二极管集总参数等效电路模型的解析解中,从而完成对太阳能电池静电特性的仿真。首先,随着其他研究人员完成先前的工作,还通过分析得出了工业硅基太阳能电池的电流-电压特性,并通过有效的二极管方法解决了四个关键因素,尤其是最大功率公式。其次,利用多项式曲线拟合太阳能电池在光照下的仿真和实验结果得到的电流-电压特性。第三,多项式拟合结果,短路电流和开路电压用于显式提取工业太阳能电池的一二极管集总参数等效电路模型中包含的所有五个参数。最后,将提取的拟合参数代入分析解决方案以得到电流-电压特性,并将获得的电流-电压特性与Silvaco Atlas的器件仿真结果和硅基太阳能电池的实验数据进行比较。结果,这种明确的提取程序可以被认为是估计工业太阳能电池中模型参数的一种快速,准确的方法,这不仅对光电器件仿真而且对过程分析都很重要。 (C)2019 Elsevier Ltd.保留所有权利。

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