1. Modeling impact of environmental factors on photovoltaic array performance.
- Author
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Jie Yang, Yize Sun, and Yang Xu
- Subjects
ENVIRONMENTAL impact analysis ,PHOTOVOLTAIC power systems ,ATMOSPHERIC temperature ,CLIMATE change ,ATMOSPHERIC models ,REGRESSION analysis - Abstract
It is represented in this paper that a methodology to model and quantify the impact of the three environmental factors, the ambient temperature, the incident irradiance and the wind speed, upon the performance of photovoltaic array operating under outdoor conditions. First, A simple correlation correlating operating temperature with the three environmental variables is validated for a range of wind speed studied, 2-8ms
-1 , and for irradiance values between 200 and 1000Wm-2 . Root mean square error (RMSE) between modeled operating temperature and measured values is 1.19% and the mean bias error (MBE) is -0.09%. The environmental factors studied influence I-V curves, P-V curves, and maximumpower outputs of photovoltaic array. The cell-to-module-to-array mathematical model for photovoltaic panels is established in this paper and the method defined as segmented iteration is adopted to solve the I-V curve expression to relate model I-V curves. The model I-V curves and P-V curves are concluded to coincide well with measured data points. The RMSE between numerically calculated maximum-power outputs and experimentally measured ones is 0.2307%, while the MBE is 0.0183%. In addition, a multivariable non-linear regression equation is proposed to eliminate the difference between numerically calculated values and measured ones of maximum power outputs over the range of high ambient temperature and irradiance at noon and in the early afternoon. In conclusion, the proposed method is reasonably simple and accurate. [ABSTRACT FROM AUTHOR]- Published
- 2013