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光伏发电技术
★ 5.0
基于动态双面率的双面光伏组件新型发电模型研究
Development of a novel power generation model for bifacial photovoltaic modules based on dynamic bifaciality
| 作者 | Qiangzhi Zhang · Jinqing Peng · Yimo Luo · Meng Wang · Shuhao Wang · Yutong Tan · Tao Ma |
| 期刊 | Energy Conversion and Management |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 324 卷 |
| 技术分类 | 光伏发电技术 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A novel [power generation](https://www.sciencedirect.com/topics/engineering/power-generation "Learn more about power generation from ScienceDirect's AI-generated Topic Pages") model based on dynamic bifaciality was developed. |
语言:
中文摘要
摘要 双面率显著受到辐照强度和背面辐照不均匀性(NUF)的影响。因此,在模拟双面光伏(bPV)组件的动态发电过程时,若采用静态双面率将导致较大的误差。本研究提出了一种新的动态双面率模型,同时考虑了上述两个因素。首先,通过电流-电压(I-V)特性测试获得了不同辐照强度下的基础双面率;其次,建立了三维(3D)视角因子模型,用于研究安装参数、太阳辐照度和太阳位置对NUF的影响,并构建了预测NUF的回归模型,其拟合优度(R²)达到0.914;第三,建立了考虑背面辐照非均匀分布的bPV组件电气模型,提出双面率修正系数(CF)以量化NUF对双面率的影响,并拟合得到CF与NUF之间的经验公式,其R²为0.98;最后,利用CF对基础双面率进行修正,获得动态双面率,并据此开发了一种新型的bPV组件发电模型。与外场实验结果对比发现,当NUF为14.6%时,新模型与传统方法的日平均相对误差(MAEs)分别为1.14%和6.07%;当NUF为23.2%时,日平均相对误差分别为1.40%和8.10%。结果表明,在不同条件下,与传统方法相比,该新模型可将bPV发电量模拟的相对误差降低约80%。
English Abstract
Abstract The bifaciality is significantly affected by the irradiance intensity and non-uniformity of rear irradiance ( NUF ). Therefore, it would result in large errors with a static bifaciality when simulating the dynamic power generation of bifacial photovoltaic (bPV) modules. In the study, a novel dynamic bifaciality was proposed, considering the above two factors simultaneously. Firstly, the fundamental bifaciality under different irradiance intensities was obtained via current–voltage (I-V) characteristic tests. Secondly, a three-dimensional (3D) view factor model was established to study the effects of the installation parameters, solar irradiance, and solar position on NUF . A regression model was built up to predict NUF with a goodness of fit (R 2 ) of 0.914. Thirdly, an electrical model for bPV modules was established considering the non-uniform distribution of rear irradiance. A bifaciality correction factor ( CF ) was proposed to quantify the influence of NUF on bifaciality. Moreover, an empirical formula between CF and NUF was fitted with a R 2 of 0.98. Finally, the dynamic bifaciality was obtained by correcting the fundamental bifaciality with CF , based on which a novel power generation model of bPV modules was developed. Compared to the outdoor experiments, it was found that when NUF was 14.6%, the daily mean relative errors (MAEs) of the novel model and the traditional method were 1.14% and 6.07%, respectively. When NUF was 23.2%, the daily MAEs were 1.40% and 8.10%, respectively. This indicates that under different conditions, the novel model could reduce the relative error of bPV power simulation by about 80% compared to the traditional method.
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SunView 深度解读
该动态双面率建模技术对阳光电源SG系列光伏逆变器的MPPT优化具有重要价值。研究揭示背面辐照不均匀性(NUF)对双面组件发电的显著影响,可指导逆变器算法升级:通过集成3D视角因子模型和双面率修正因子,SG逆变器可实时修正最大功率点追踪策略,将功率预测误差从8%降至1.4%。该技术可与iSolarCloud平台结合,基于安装参数和太阳位置动态优化发电模型,提升双面组件系统的实际发电量评估精度,为1500V大型地面电站的智能运维提供理论支撑。