利用田口法优化可调反射面垂直安装双面太阳能板的性能

IF 9.5 Q1 ENERGY & FUELS
Hao-Pei Yan , Ting-Wei Liao , Chien-Chun Hsieh , Chao-Yang Huang , Rei-Cheng Juang , Chung-Feng Jeffrey Kuo
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引用次数: 0

摘要

双面光伏(PV)模块的全球部署已经加速,因为它们能够捕获直接和反射的阳光,比传统的单面面板提供更高的能量产量。然而,它们的性能——尤其是在垂直安装时——仍然受到清晨和傍晚时不理想的后侧辐照度以及固定或半被动反射器配置的限制,这些配置不能对动态环境条件(如改变太阳高度角度和风暴露)做出反应。大多数现有系统使用静态反射器或高反照率表面,无法主动适应全天或跨季节最大限度地收集阳光。此外,在东亚常见的密集城市或屋顶环境中,空间限制和风荷载风险使大型固定反射器的部署进一步复杂化。为了解决这些限制,本研究提出了一种用于双面光伏组件的新型可调反射系统。该系统能够根据实时太阳高度和风速数据,每小时自动修改倾角和有效长度。这种自适应配置增强了太阳辐照度捕获,并确保了结构在日常和季节变化中的安全性。为了以最小的实验成本优化系统的运行参数,采用田口法进行实验规划,包括控制因子的选择和正交阵列的设计,能够识别关键参数的相互作用和性能趋势。以台湾典型气象年2 (TMY2)资料调整太阳辐射场,利用反射面理论定量评估反射面诱导辐照度增强。利用TRNSYS仿真平台对这些参数进行了分析,以估计实际气候条件下的年能量增益和系统性能。仿真和实验结果表明,该算法的性能偏差控制在0.3%以内,具有较高的预测精度。优化后的配置包括铝制反射器,前后反射器角度设置为太阳高度角的一半,反射器表面积大于组件表面,模块方面角为110°,与标准双面光伏系统相比,效率提高了约11%,比未优化的反射器配置提高了3.19%。年度模拟表明,与传统的单面模块相比,总功率输出增加了71.32%。此外,与台湾通常安装的屋顶和地面光伏系统相比,该系统的年发电量为599兆焦耳/年-大大超过传统装置的350兆焦耳/年-从而证实了其实际可行性。在台风级风速(55 m/s)下,通过ANSYS模拟验证了结构的稳健性,确认最大应力保持在材料屈服强度以下。此外,还采用了风速传感器和自动收放机构,以确保极端天气条件下的结构安全。这项工作证明了将TRNSYS仿真与田口优化相结合的可行性和可靠性,以开发适合可扩展的、现实世界部署的高效、太阳跟踪光伏系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance improvement of vertically installed bifacial solar panels with adjustable reflectors optimized using the Taguchi method
The global deployment of bifacial photovoltaic (PV) modules has accelerated due to their ability to capture both direct and reflected sunlight, offering higher energy yields than traditional monofacial panels. However, their performance—especially in vertical installations—remains limited by suboptimal rear-side irradiance during early morning and late afternoon periods, and by fixed or semi-passive reflector configurations that fail to respond to dynamic environmental conditions such as changing solar altitude angles and wind exposure. Most existing systems use static reflectors or high-albedo surfaces, which cannot actively adapt to maximize sunlight collection throughout the day or across seasons. Moreover, in dense urban or rooftop environments common in East Asia, space constraints and wind load risks further complicate the deployment of large, fixed reflectors.To address these limitations, this study proposes a novel adjustable reflector system for bifacial PV modules. The system is capable of automatically modifying both tilt angle and effective length on an hourly basis, based on real-time solar altitude and wind speed data. This adaptive configuration enhances solar irradiance capture and ensures structural safety throughout daily and seasonal variations. To optimize the system’s operational parameters with minimal experimental cost, the Taguchi method is employed for experimental planning, including control factor selection and orthogonal array design, enabling the identification of key parameter interactions and performance trends. Reflector-induced irradiance enhancement is quantitatively evaluated using reflector theory, with solar radiation fields adjusted according to Taiwan’s Typical Meteorological Year 2 (TMY2) data. These parameters are analyzed using the TRNSYS simulation platform to estimate annual energy gains and system performance under realistic climatic conditions.Simulation and experimental results show that performance deviations remained within 0.3 %, demonstrating high predictive accuracy. The optimized configuration includes aluminum reflectors, front and rear reflector angles set to half the solar altitude angle, reflector surface areas larger than the module surface, and a module azimuth angle of 110°, which improved efficiency by approximately 11 % compared to standard bifacial PV systems and by 3.19 % over non-optimized reflector configurations. Annual simulations showed a total power output increase of 71.32 % compared to conventional monofacial modules. Furthermore, when compared to commonly installed rooftop and ground-mounted PV systems in Taiwan, the proposed system achieves an annual generation of 599 MJ/year—significantly surpassing the 350 MJ/year output of traditional installations—thereby confirming its practical feasibility. Structural robustness was validated through ANSYS simulations under typhoon-level wind speeds (55 m/s), confirming that the maximum stress remained below material yield strength. Additionally, a wind speed sensor and automated retraction mechanism were incorporated to ensure structural safety under extreme weather conditions. This work demonstrates the feasibility and reliability of integrating TRNSYS simulation with Taguchi-based optimization to develop high-efficiency, sun-tracking PV systems suited for scalable, real-world deployment.
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来源期刊
Energy nexus
Energy nexus Energy (General), Ecological Modelling, Renewable Energy, Sustainability and the Environment, Water Science and Technology, Agricultural and Biological Sciences (General)
CiteScore
7.70
自引率
0.00%
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0
审稿时长
109 days
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