Power Estimation of Photovoltaic System using 4 and 5-parameter Solar Cell Models under Real Outdoor Conditions

Manish Kumar, Arun Kumar
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引用次数: 8

Abstract

Solar photovoltaic systems are widely used to generate electricity from solar energy but the reliability and efficiency of PV systems are always of serious concern due to intermittent nature of solar radiation. The performance of the photovoltaic system depends upon various factors like type of solar PV technology used, irradiance, module temperature, wind speed, ambient temperature and other outdoor environmental conditions. The main objective of the study is to identify a suitable solar cell model for power prediction of a PV system for a location of interest and validate the results experimentally. A single diode model with 4 and 5-parameters is used for modeling of PV arrays. A hybrid approach of analytical and numerical methods has been utilized to identify the accurate parameters of solar cell model. The instantaneous output power is predicted by considering the effects of irradiance and module temperature on the power generation. The predicted power by both the 4 and 5-parameters models are compared and validated using an experimental PV system. The average percentage difference error between measured and predicted output power values for the 5-parameter model is 4.95% and 4-parameter model is 5.16%. The output power predicted using 5-parameter model is found to be much closer to measured values.
真实室外条件下基于4参数和5参数太阳能电池模型的光伏系统功率估计
太阳能光伏发电系统被广泛应用于太阳能发电,但由于太阳辐射的间歇性,光伏系统的可靠性和效率一直是人们关注的问题。光伏系统的性能取决于各种因素,如所使用的太阳能光伏技术类型、辐照度、组件温度、风速、环境温度和其他室外环境条件。该研究的主要目的是确定一个合适的太阳能电池模型,用于光伏系统的功率预测,并通过实验验证结果。采用4参数和5参数的单二极管模型对光伏阵列进行建模。采用解析法和数值法相结合的方法对太阳能电池模型参数进行了精确辨识。考虑辐照度和组件温度对发电的影响,预测了瞬时输出功率。通过实验光伏系统对4参数模型和5参数模型的预测功率进行了比较和验证。5参数模型的输出功率实测值与预测值的平均百分比差误差为4.95%,4参数模型的输出功率实测值与预测值的平均百分比差误差为5.16%。使用五参数模型预测的输出功率更接近实测值。
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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