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半片双面光伏组件的建模、仿真与参数估计方法
An Approach for Modeling, Simulation, and Parameter Estimation of Half-Cell Bifacial PV Modules
| 作者 | Gustavo H. P. Santos · Samuel Silva · Givaldo Reis · André R. Mocelin · Roberto Zilles · Henry P. Viveros · Elmer P. T. Cari |
| 期刊 | IEEE Journal of Photovoltaics |
| 出版日期 | 2026年1月 |
| 卷/期 | 第 16 卷 第 2 期 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | MPPT 光伏逆变器 组串式逆变器 模型预测控制MPC |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 |
语言:
中文摘要
本文基于IEC TS 60904-1-2标准,提出含前后侧双电流源及双面率系数的双面组件模型,采用均值-方差映射优化算法完成参数估计。实验验证该模型在I-V/P-V曲线拟合中误差低、辨识性强,且双面率参数不影响模型可识别性。
English 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.
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SunView 深度解读
该研究直接支撑阳光电源组串式逆变器(如SG系列)对双面组件的高精度MPPT与发电量预测能力。双面率参数嵌入可提升iSolarCloud平台对地面/工商业双面电站的PR分析精度;建议将该模型集成至ST系列PCS和PowerTitan储能系统的光储协同控制策略中,优化双面组件在不同地表反射率下的功率调度逻辑。