Monthly Reference Frequency Distributions of Daily Clearness Index Data from Burundian Stations

M. Bashahu, E. Manirakiza
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Abstract

A 6-years period (1994-1999) data of the daily global solar irradiation (G) from six Burundian stations have been statistically analyzed in this paper. The observed monthly frequency distributions of the daily clearness index (kt) exhibit the following features: (i) most of them are asymmetrical and have only one maximum; (ii) frequency distributions with higher monthly averages ¯(k_t )  and lower standard deviations are noticed in the dry season, i.e. from June to August or September; (iii) at the opposite, broader fluctuations and lower ¯(k_t ) values are observed in the remaining period of the year (rainy seasons); (iv) the yearly averages ¯(k_t ) range from 0.41 to 0.59. This indicates that in average the sky over Burundi is a fairly sunny one. Moreover, a statistical test (the F-test) has been used to check for each station if the monthly samples with the same ¯(k_t ) had also the same variance. The null hypothesis has been accepted for all the ¯(k_t ) intervals of interest (excepted one) for the six stations. Those monthly samples must belong to the same mother population, and have therefore the same statistical distribution, referred to as a monthly reference frequency distribution. Such reference distributions have been built for the six stations and the relevant ¯(k_t ) intervals of interest. They would be useful for designing solar energy systems at the Burundian stations of this study and for predicting the long-term average performance of those systems.
布隆迪气象站每日晴空指数数据的月参考频率分布
本文对布隆迪6个站点的6年(1994-1999)日全球太阳辐照(G)资料进行了统计分析。观测到的日清晰度指数kt的月频率分布表现出以下特征:(1)它们大多是非对称的,只有一个最大值;(ii)旱季(即6月至8月或9月)的月平均¯(k_t)较高,标准差较低;㈢相反,在一年的其余时期(雨季),观察到较大的波动和较低的¯(k_t)值;(iv)年平均¯(k_t)介乎0.41至0.59。这表明布隆迪上空的平均天空是相当晴朗的。此外,还使用了统计检验(f检验)来检查每个站点是否具有相同¯(k_t)的月度样本也具有相同的方差。对于六个站点的所有¯(k_t)感兴趣的区间(除了一个),零假设都被接受。这些每月抽样必须属于同一母人口,因此具有相同的统计分布,称为每月参考频率分布。这些参考分布是为六个站点和相关的¯(k_t)区间建立的。它们将有助于设计本研究布隆迪站的太阳能系统,并预测这些系统的长期平均性能。
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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