Estimating The Maximum Power Delivered By Concentrating Photovoltaics Technology Through Atmospheric Conditions Using A Differential Evolution Approach

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS(2016)

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摘要
The Concentrating Photovoltaic technology is focused on the generation of electricity reducing the associated costs. The main characteristics is to concentrate the sunlight in solar cells by means of optical device such as plastic or glass material. This technology could contribute with several benefits to our environmental. This paper presents a new study of the Concentrating Photovoltaic technology with the analysis of the solar spectrum considering the impact of the direct normal irrandiance spectral distribution. In this way, a estimation of regression coefficients for the spectral matching ratio multivariable regression and the average photon energy multivarible regression are obtained through a differential evolution approach. The accurate calculation of the model parameters reveals relations among the atmospheric conditions very useful for the experts.
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关键词
Regression solar, Data mining, Differential evolution, Concentrating Photovoltaic technology
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