一种改进的双面光伏组件功率估算动态光电热模型

IF 4.5 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Gautam Raina;Shubham Sharma;Sunanda Sinha
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引用次数: 0

摘要

本文提出了一种动态电热模型,用于准确估计双面太阳能光伏组件的组件温度和性能。提出的模型利用等效电路类比来分析模块的瞬态行为,考虑到热交换和模块热质量。通过实测数据验证了该模型预测双面模块热特性的能力,证明其能够克服现有模型的局限性,均方根误差(RMSE)值在1°C-2°C之间。利用该模型对355 W峰值双面光伏组件的电性能进行了分析。季节性性能结果表明,该模型在高辐照度波动条件下具有鲁棒性,对于峰值额定功率为355w的双面光伏组件,显示出较低的误差(RMSE < 25 W, MAE < 13 W)。因此,所提出的方法可以成为预测双面太阳能组件电热行为的有用工具。这项工作的创新之处在于解决了当前方法中的疏忽,例如忽略模块的热响应和准确的后侧辐照度评估,这经常导致不准确的功率输出预测。这项研究的主要成果提供了一个动态的光电热建模框架,可以帮助工业和商业应用的高效和成本效益的双面系统的开发,优化和设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved Dynamic Opto-Electric-Thermal Model for Power Estimation of Bifacial PV Module
This study presents a dynamic electro-thermal model for accurately estimating the module temperature and performance of bifacial solar PV module. The proposed model leverages an equivalent electrical circuit analogy to analyze the module's transient behavior, taking into account the thermal exchanges and module thermal mass. The ability of the model to predict thermal characteristics of the bifacial module was checked against the measured data demonstrating its ability to overcome the limitations of existing models, with root mean square error (RMSE) values ranging between 1°C-2°C. The electrical performance of a 355 W peak rated bifacial PV module was also analyzed by the model. The results for seasonal performance indicated the model's robustness under conditions of high irradiance fluctuations, showing lower errors (RMSE < 25 W, MAE < 13 W), for a 355 W peak rated bifacial PV module. Thus, the presented approach can be a useful tool in predicting the electro-thermal behavior of bifacial solar modules. The innovation of this work lies in addressing oversights in current methods, such as neglecting the module's thermal response and accurate rear-side irradiance assessment, which frequently result in inaccurate power output projections. The major outcome of this study provides a dynamic opto-electric-thermal modelling framework which can be helpful for the development, optimisation and design of efficient and cost-effective bifacial systems for industrial and commercial applications.
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
期刊介绍: The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.
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