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光伏发电技术 ★ 5.0

一种用于大型光伏电站中精确高效辐射传输建模的新型参数化方案

A novel parameterization scheme for accurate and efficient radiation transfer modeling in large-scale PV power plants

作者 Xinyao Zhang · Kun Yang · Changkun Shao · Haochong Chen
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 384 卷
技术分类 光伏发电技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 A radiation transfer modeling scheme for PV plants (PVRT) is developed.
语言:

中文摘要

摘要 随着技术的进步,双面光伏(PV)组件已在大型光伏电站中广泛应用。准确且高效地计算双面组件背面吸收的太阳辐射仍是一个关键挑战。基于视角因子的二维简化方法为这类大规模应用提供了高速计算途径,但忽略了组件安装高度的影响,从而导致模拟偏差。本研究提出了一种用于大型光伏电站中太阳辐射传输建模的新型参数化方案(PVRT)。该PVRT方案考虑了组件高度因素,能够在多种辐射情景和系统配置下,对光伏组件正反两面以及地表表面的辐射吸收进行高效且精确的计算。通过与采用Helios光线追踪模型的高精度模拟结果进行对比验证,表明PVRT方案在入射太阳辐射计算中的平均误差控制在±1%以内。与以往具有相似计算效率的方法相比,PVRT方案将背面辐射吸收的平均绝对百分比误差从约30%降低至8%以内。由于其高精度和高效率,PVRT方案不仅可为光伏发电功率估算提供输入参数,还可与陆面模型耦合,用于研究光伏组件对局部环境、模块下方微气候及生态系统的影响。

English Abstract

Abstract With advances in technology, bifacial photovoltaic (PV) modules have become prevalent in large-scale PV power plants. Accurate and efficient calculation of solar radiation absorbed by the rear side of bifacial modules remains a critical challenge. The two-dimensional simplified method based on view factors offers a high-speed approach suitable for such large-scale applications, but overlooks the influence of module height, which leads to simulation biases. This study presents a novel parameterization scheme (PVRT) for modeling solar radiation transfer in large-scale PV power plants. The PVRT scheme takes module height into consideration, enabling both efficient and accurate calculations of radiation absorption by both sides of PV modules and the ground surface across various radiation scenarios and system configurations. Validation against high-precision simulations using the Helios ray-tracing model demonstrates that the PVRT scheme achieves a mean error within ±1 % of the incident solar radiation. Compared to previous methods exhibiting similar computational efficiency, the PVRT scheme reduces the mean absolute percentage error in rear side radiation absorption from around 30 % to within 8 %. Due to its accuracy and efficiency, the PVRT scheme can not only provide input for estimating PV power, but also be integrated with land surface models for investigating PV modules' effects on local environment, microclimate , and ecosystem beneath the modules.
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SunView 深度解读

该双面组件辐射传输参数化方案对阳光电源SG系列光伏逆变器具有重要应用价值。PVRT方案将背面辐射吸收计算误差从30%降至8%以内,可显著提升MPPT算法对双面组件的追踪精度。建议将该模型集成至iSolarCloud平台,结合实际地形和组件高度参数,优化大型电站的发电量预测和智能运维策略。该技术还可为储能系统ST系列PCS的充放电调度提供更精准的光伏出力预测输入,提升光储协同效率。