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Estimation of global solar radition sunshine duration for M'sila region (Algeria)

机译:M'sila地区(阿尔及利亚)全球太阳辐射日照时长的估算

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Information of local solar radiation is essential for many application as solar energy systems (solar heating, photovoltaic). For this purpose, several empirical correlations have been developed in order to estimate solar radiation around the word. There are a number of formulate which relate global radiation to other climatic parameters such as sunshine hours, maximum temperature and relative humidity. The most important parameter for estimating global radiation is sunshine duration. The global solar radiation and sunshine hour duration measured over a period of four years (2002-2005) for M'sila region in Algeria (latitude: 35° 42' N, longitude 4° 32' and altitude of 441 m above the sea) were used in this study. Based on Angstrom model monthly and annually regression constants for this region was developed and calculated using three sunshine based models; linear, quadratic and exponential equations. Comparing these models it was observed that the quadratic equation model performed better in terms of coefficient of determination than the other models. Finally, a comparison between quadratic monthly model and quadratic annually model for estimating average global solar radiation was performed using statistical test methods such as R2 and RMSE. The agreement between the measured and monthly model was remarkable and this model is recommended for use in M'sila region.
机译:局部太阳辐射的信息对于作为太阳能系统(太阳能,光伏系统)的许多应用至关重要。为此,已经开发了几种经验相关性,以便估计单词周围的太阳辐射。有许多公式将全球辐射与其他气候参数(例如日照时间,最高温度和相对湿度)相关联。估计全球辐射的最重要参数是日照持续时间。测量了阿尔及利亚M'sila地区四年(2002-2005年)期间的全球太阳辐射和日照时长(纬度:北纬35°42',经度4°32'和海拔441 m)在这项研究中被使用。基于Angstrom模型,使用三个基于日照的模型开发并计算了该区域的月度和年度回归常数。线性,二次和指数方程。比较这些模型,可以发现二次方程模型在确定系数方面比其他模型表现更好。最后,使用统计测试方法(例如R2和RMSE)对用于估算平均全球太阳辐射的二次月度模型和二次年度模型进行了比较。实测模型与月度模型之间的一致性非常显着,建议在M'sila地区使用该模型。

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