Comparison of two intelligent models to estimate the instantaneous global solar radiation in semi-arid climate conditions: Application in Iran
作者: Mostafa Zamani MohiabadiMohsen Mirzaei
作者单位: 1Vali-e-Asr University of Rafsanjan
刊名: Journal of Earth System Science, 2017, Vol.126 (5)
来源数据库: Springer Nature Journal
DOI: 10.1007/s12040-017-0854-7
关键词: Global solar radiationFuzzyNeural network
英文摘要: Solar radiation incident on the earth’s surface is a fundamental input for many aspects of climatology, hydrology, biology, and architecture. In addition, it is an important parameter in solar energy applications. Due to the high cost of the measuring instruments of solar radiation, many researchers have suggested different empirical methods to estimate this essential parameter. In this study, with the help of fuzzy systems and neural networks, two models have been designed to estimate the instantaneous global solar radiation in Rafsanjan city which has a typical climatic conditions of semi-arid region of middle eastern countries. In fuzzy and neural network model, the inputs are the number of the given day in the year, time, ambient temperature and cloudiness, The comparison between the...
原始语种摘要: Solar radiation incident on the earth’s surface is a fundamental input for many aspects of climatology, hydrology, biology, and architecture. In addition, it is an important parameter in solar energy applications. Due to the high cost of the measuring instruments of solar radiation, many researchers have suggested different empirical methods to estimate this essential parameter. In this study, with the help of fuzzy systems and neural networks, two models have been designed to estimate the instantaneous global solar radiation in Rafsanjan city which has a typical climatic conditions of semi-arid region of middle eastern countries. In fuzzy and neural network model, the inputs are the number of the given day in the year, time, ambient temperature and cloudiness, The comparison between the...
全文获取路径: Springer Nature  (合作)
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影响因子:0.695 (2012)

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关键词翻译
关键词翻译
  • estimate 估计
  • radiation 辐射
  • global 球状的
  • solar 太阳
  • conditions 条件式
  • fuzzy 模糊的
  • empirical 经验的
  • climate 气候
  • instantaneous 瞬时的
  • neural 神经系统的