Generation Power Forecasting for Photovoltaic System Based on GA-BP
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    Abstract:

    With the rapid development of photovoltaic industry, photovoltaic power generation has become a new force of renewable energy. However, the influence of power photovoltaic system subjects to different weather conditions and has the characteristics of uncertainty and periodicity. For accurate prediction of photovoltaic power to ensure the stability of power system, this paper uses GA-BP algorithm for prediction and analysis of power generation of photovoltaic system. Results show that the model and method presented in this paper can predict the power output of photovoltaic system and are of more accuracy and certain practical value.

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王振旗,姚晓斌.基于GA-BP算法的光伏系统发电功率预测.计算机系统应用,2016,25(2):227-230

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History
  • Received:May 12,2015
  • Revised:June 23,2015
  • Adopted:
  • Online: February 23,2016
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