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An Improved Empirical Model for Estimation of Temperature Effect on Performance of Photovoltaic Modules

机译:一种改进的高温效应估算的实证模型 - 光伏模块性能

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摘要

It is prerequisite to predict the behaviour of photovoltaic (PV) modules in a particular geographical area where the system is to be installed for their better performance and increasing lifetime. For that, models are the easiest and acceptable tools to characterise the behaviour of PV modules in any location. The purpose of this study was to develop an empirical model to predict the influence of temperature on the performance of four different PV module technologies, namely, polycrystalline, monocrystalline, amorphous, and thin film in an outdoor environment. The model has been developed by fitting of one year experimental data using the least squares method. The estimated results of the developed model were validated with real-time data (winter and summer season) and a comparison of other existing model estimates using error analysis with 95% confidence interval. The proposed model estimations confirm that the monocrystalline module performs better in winter and polycrystalline in summer as compared to amorphous and thin film in the study area. During analysis, it is revealed that developed model results are more precise and appropriate among other existing model estimations. It is concluded that the proposed model estimations could be used for the prediction of PV module temperature in similar environmental conditions as that of the study area with more accuracy and confidence. It ultimately helps to develop cost-effective and efficient PV systems.
机译:前提是预测要安装系统更好的性能和寿命的特定地理区域中的光伏(PV)模块的行为。为此,模型是最简单且可接受的工具,可以在任何位置表征光伏模块的行为。本研究的目的是开发一个经验模型,以预测温度对四种不同光伏模块技术的性能,即多晶,单晶,无定形和薄膜在室外环境中的影响。该模型已经通过使用最小二乘法拟合一年的实验数据而开发。通过实时数据(冬季和夏季)验证了开发模型的估计结果,并使用95%置信区间使用误差分析进行其他现有模型估计的比较。所提出的模型估计证实,与研究区域中的无定形和薄膜相比,冬季冬季和多晶体中的冬季和多晶体模块更好。在分析期间,揭示了开发的模型结果在其他现有的模型估计中更准确并且适当。得出结论是,所提出的模型估计可用于预测与研究区域类似的环境条件中的光伏模块温度,更准确和信心。它最终有助于开发成本效益和高效的光伏系统。

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