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基于广域天空视角因子分析和傅里叶分解模型的欧洲太阳能光伏电站辐照度传感器布局优化软件工具
Wide-area sky view factor analysis and Fourier-based decomposition model for optimizing irradiance sensors allocation in European solar photovoltaic farms: A software tool
| 作者 | Alba Alcañi · Mathijs I.van Kouw · Olindo Isabell · Hesan Ziar |
| 期刊 | Solar Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 286 卷 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Software tool created to allocate irradiance sensors in solar farms. |
语言:
中文摘要
摘要 太阳能电站安装商通常在电站区域内如何合理布置辐照度传感器方面面临困难,而这些传感器对于监测工作至关重要。尽管国际电工委员会(IEC)已发布了光伏(PV)电站监测的相关指南,但在传感器布置方面并未提供具体指导,这一问题在地形起伏较大的山地光伏电站中尤为突出。本文开发了一款软件工具,用于实现水平面和组件平面上辐照度传感器的优化布置,并根据电站的具体布局,提供最优传感器数量建议以及可避免的测量误差评估。该方法的核心在于计算光伏电站区域内每一点的辐照度,并选取最接近整体平均值的点作为传感器布设位置;该平均值的计算方式依据传感器类型及监测目的的不同而有所区别。此外,本文还提出对BRL辐照度分解模型进行改进,以降低原模型存在的偏差。该软件工具已应用于希腊和德国两个位于丘陵地带的现有光伏电站案例研究中,验证了其在不同气候条件与地质地貌实际场景中的适用性。软件工具的运行时间主要取决于光伏电站的规模及其所在区域的土地形态特征。需要注意的是,本方法目前仅针对单面、固定倾角的光伏电站进行开发。
English Abstract
Abstract Solar farm installers generally struggle with the allocation of irradiance sensors throughout the plant area, which are essential for monitoring purposes. Despite the existence of the International Electrotechnical Commission guidelines for photovoltaic (PV) plant monitoring, no specific guidance is provided when it comes to allocating sensors. This can be especially problematic for solar farms in hilly terrain. In this work, a software tool is built to allocate horizontal and in-plane irradiance sensors. Additionally, advice on the optimum number of sensors and the prevented error is provided based on the layout of the farm. The methodology consists of calculating the irradiance at every point of the solar farm area and finding the one closest to the average. This average is computed differently depending on the sensor type and monitoring purpose. A modification of the BRL irradiance decomposition model is also proposed to reduce the bias of the original model. The software has been applied to two case studies of existing solar farms in hilly areas in Greece and Germany, showing its applicability for real case scenarios in different climates and geological landscapes. The runtime of the software tool is mainly a function of solar farm size and the land morphology of its location. This methodology has been only developed for monofacial fixed-tilted PV farms.
S
SunView 深度解读
该辐照度传感器优化配置技术对阳光电源SG系列光伏逆变器及iSolarCloud智慧运维平台具有重要应用价值。通过天空视角因子分析和傅里叶分解模型,可优化传感器布局,提升山地光伏电站的辐照监测精度,这与阳光电源MPPT优化技术和预测性维护策略高度契合。该方法可集成至iSolarCloud平台,为固定倾角单面组件电站提供精准的发电量预测和性能诊断依据,降低监测成本的同时提高系统级能效管理水平,特别适用于复杂地形的大型地面电站项目。