An Approach for Modeling, Simulation, and Parameter Estimation of Half-Cell Bifacial PV Modules

IF 3.7 3区 工程技术 Q3 ENERGY & FUELS
Gustavo H. P. Santos;Samuel Silva;Givaldo Reis;André R. Mocelin;Roberto Zilles;Henry P. Viveros;Elmer P. T. Cari
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引用次数: 0

Abstract

Bifacial modules have gained prominence due to their ability to capture additional energy from rear-side irradiance. However, models and parameter estimation methods for bifacial modules remain limited largely due to varying interpretations of rear irradiance effects. An approach to address that issue is the standardization of models in line with the IEC TS 60904-1-2 standard. This study proposes a bifacial module model based on that standard featuring two current sources, each representing front and rear irradiances, and introduces bifaciality coefficient as a new parameter to be estimated. A conventional half-cell bifacial photovoltaic module with 655 W was tested in a solar simulator, and the resulting data were used for simulations and parameter estimation of the proposed model by a mean–variance mapping optimization algorithm. According to the results, the model can effectively estimate the parameters and represent the bifacial photovoltaic module comprehensively due to its low error rates and a strong fit to $I$–$V$ and $P$–$V$ curves. Furthermore, a sensitivity analysis revealed the incorporation of the new parameter does not affect the identifiability of the model.
半电池双面光伏组件的建模、仿真和参数估计方法
双面模组因其从背面辐射中捕获额外能量的能力而获得突出地位。然而,双面模块的模型和参数估计方法仍然有限,主要是由于对背面辐照效应的不同解释。解决这个问题的方法是根据IEC TS 60904-1-2标准对模型进行标准化。本研究基于该标准提出了一个双面模块模型,该模型具有两个电流源,每个电流源分别代表前后辐照度,并引入了双面系数作为需要估计的新参数。在太阳能模拟器上对655 W的传统半电池双面光伏组件进行了测试,并利用结果数据对所提出的模型进行了仿真和参数估计,采用均值方差映射优化算法。结果表明,该模型错误率低,对$I$ - $V$曲线和$P$ - $V$曲线具有较强的拟合性,能够有效估计参数,全面表征双面光伏组件。此外,灵敏度分析表明,新参数的纳入并不影响模型的可识别性。
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来源期刊
IEEE Journal of Photovoltaics
IEEE Journal of Photovoltaics ENERGY & FUELS-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
7.00
自引率
10.00%
发文量
206
期刊介绍: The IEEE Journal of Photovoltaics is a peer-reviewed, archival publication reporting original and significant research results that advance the field of photovoltaics (PV). The PV field is diverse in its science base ranging from semiconductor and PV device physics to optics and the materials sciences. The journal publishes articles that connect this science base to PV science and technology. The intent is to publish original research results that are of primary interest to the photovoltaic specialist. The scope of the IEEE J. Photovoltaics incorporates: fundamentals and new concepts of PV conversion, including those based on nanostructured materials, low-dimensional physics, multiple charge generation, up/down converters, thermophotovoltaics, hot-carrier effects, plasmonics, metamorphic materials, luminescent concentrators, and rectennas; Si-based PV, including new cell designs, crystalline and non-crystalline Si, passivation, characterization and Si crystal growth; polycrystalline, amorphous and crystalline thin-film solar cell materials, including PV structures and solar cells based on II-VI, chalcopyrite, Si and other thin film absorbers; III-V PV materials, heterostructures, multijunction devices and concentrator PV; optics for light trapping, reflection control and concentration; organic PV including polymer, hybrid and dye sensitized solar cells; space PV including cell materials and PV devices, defects and reliability, environmental effects and protective materials; PV modeling and characterization methods; and other aspects of PV, including modules, power conditioning, inverters, balance-of-systems components, monitoring, analyses and simulations, and supporting PV module standards and measurements. Tutorial and review papers on these subjects are also published and occasionally special issues are published to treat particular areas in more depth and breadth.
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