Performance prediction and optimisation of even-lighting agrivoltaic systems with semi-transparent PV module in the tropical region

IF 6 2区 工程技术 Q2 ENERGY & FUELS
Santi Apriani , Rizki A. Mangkuto , Adhitya Gandaryus Saputro , Edward C. Chow
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引用次数: 0

Abstract

Agrivoltaic systems with conventional PV panels may cause a shading effect to the plants, particularly in the tropical region where the sun position around noon is always near the zenith. Agrivoltaic systems that can ensure sufficient and even lighting, such as the semi-transparent PV (STPV) module, are thus promising. However, simulation and optimisation studies in application of such system in the tropics are still rarely found in literature. This study therefore aims to predict and optimise the annual performance of an agrivoltaic system with STPV module, for the case of a tropical location. Modelling and simulation were conducted in Rhinoceros, considering various module heights, tilt angles, and orientations, to predict the photosynthetic photon flux density (PPFD). To determine the optimum PV module configuration, weighting factors were given to the annual average illuminance, uniformity, illuminance reduction due to shading, and energy yield. Monte Carlo simulation was run by assigning random numbers to each weighting factor. The design configuration that occurs optimum the most often was deemed the global optimum solution. Experiments were also carried out with bok choy (Brassica rapa) plants to observe the impact on the plant growth. Based on simulation, the optimum performance is achieved by the STPV module at 3 m high, 20° tilt angle, facing north. Based on experiments, the plant growths under the STPV and under no PV modules are not significantly different. Overall, this study provides a foundation for large-scale application and optimisation of agrivoltaic systems with STPV configuration.
热带地区采用半透明光伏组件的均匀光照农业光伏系统的性能预测与优化
使用传统光伏板的农业光伏系统可能会对植物产生遮光效应,特别是在热带地区,正午时分的太阳位置总是在天顶附近。因此,半透明光伏(STPV)模块等能确保充足、均匀光照的农业光伏系统很有前途。然而,在热带地区应用此类系统的模拟和优化研究在文献中仍然很少见。因此,本研究旨在针对热带地区的情况,预测和优化采用 STPV 模块的农业光伏系统的年度性能。在 Rhinoceros 中进行了建模和模拟,考虑了各种模块高度、倾斜角度和方向,以预测光合光通量密度 (PPFD)。为了确定最佳的光伏组件配置,对年平均照度、均匀度、遮阳导致的照度降低以及能量产出进行了加权。通过为每个权重因子分配随机数,进行蒙特卡罗模拟。出现最优次数最多的设计配置被视为全局最优解。还用大白菜(Brassica rapa)植物进行了实验,以观察其对植物生长的影响。根据模拟,STPV 模块的最佳性能为 3 米高、20° 倾角、朝向北方。根据实验,STPV 和无光伏组件下的植物生长没有明显差异。总之,这项研究为大规模应用和优化 STPV 配置的农业光伏系统奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Solar Energy
Solar Energy 工程技术-能源与燃料
CiteScore
13.90
自引率
9.00%
发文量
0
审稿时长
47 days
期刊介绍: Solar Energy welcomes manuscripts presenting information not previously published in journals on any aspect of solar energy research, development, application, measurement or policy. The term "solar energy" in this context includes the indirect uses such as wind energy and biomass
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