基于两种新方法的光伏资源对其性能可预测性的动态影响

IF 8 2区 材料科学 Q1 ENERGY & FUELS
Yhosvany Soler-Castillo, Manoj Sahni, Ernesto Leon-Castro
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引用次数: 0

摘要

该手稿是一份文摘,提出了以前研究论文的结论,并结合了新的建议。方法包括两个完整的光伏(PV)系统能量转换可预测性模型推导。它引入了多个关键物理观测指标模型,并将其表述为运行条件的函数。这些建议包括平均光谱反射率、反射系数和空间几何系数、入射角损失系数、角损失、填充系数及其温度系数。应用叠加原理,这些模型被整合成两种完整的性能预测方法。基础物理学描述在数学上与其他研究报告中涉及的物理观测指标的实验测量结果一致。据作者所知,这些完整模型以前从未报道过。两个完整模型中较不精确的一个模型的模拟结果表明,这些结果与实验证据及其性能报告非常吻合。在模拟了位于古巴的并网光伏系统后,得出的关键性能指标(KPI)分别为 MAE、MAPE、MBE、RMSE 和 R2 的 1.61%、13.10%、-1.61%、2.02% 和 0.81,证实了模型的良好性能。作为太阳辐照度和组件温度函数的方法公式、其推导、应用和模型模拟结果被认为是手稿的主要创新点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The dynamic of photovoltaic resources on its performance predictability, based on two new approaches

The manuscript is a digest, which puts forward findings from previous research papers, combined with new proposals. Approaches comprise two full models' derivation for photovoltaic (PV) systems energy conversion predictability. It brings in several models for key physical observables formulated as functions of the operating conditions. The proposals encompass mean spectral reflectance, coefficient for reflections and spatial geometry, incident angular losses factor, angular losses, and fill factor along with its coefficient of temperature. Applying the superposition principle, these models are integrated into two full approaches for performance predictability. The underlying physics description is mathematically consistent with experimental measurements of the physical observables involved, reported in other studies. To the authors' knowledge, these full models have been reported previously nowhere. Simulation results from the more inaccurate of two full models show good agreement of these findings with the experimental evidence, reported of its performance. The resulting key performance indicators (KPIs), after simulating a grid-connected PV system located in Cuba, yield 1.61%, 13.10%, −1.61%, 2.02%, and 0.81 of MAE, MAPE, MBE, RMSE, and R2, respectively, which they confirm the model's good behavior. Approaches formulations, as functions of solar irradiance and module temperature, its derivations, applications, and model's simulation results are considered the main manuscript novelties.

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来源期刊
Progress in Photovoltaics
Progress in Photovoltaics 工程技术-能源与燃料
CiteScore
18.10
自引率
7.50%
发文量
130
审稿时长
5.4 months
期刊介绍: Progress in Photovoltaics offers a prestigious forum for reporting advances in this rapidly developing technology, aiming to reach all interested professionals, researchers and energy policy-makers. The key criterion is that all papers submitted should report substantial “progress” in photovoltaics. Papers are encouraged that report substantial “progress” such as gains in independently certified solar cell efficiency, eligible for a new entry in the journal''s widely referenced Solar Cell Efficiency Tables. Examples of papers that will not be considered for publication are those that report development in materials without relation to data on cell performance, routine analysis, characterisation or modelling of cells or processing sequences, routine reports of system performance, improvements in electronic hardware design, or country programs, although invited papers may occasionally be solicited in these areas to capture accumulated “progress”.
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