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一种实用的超短期光伏发电预测方法 被引量:6

The Practical Forecast Method of Ultra-Short-Term Photovoltaic Generation
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摘要 为了实现光伏发电系统发电量的在线快速预测,提高光伏并网后电网的稳定性及安全性,本文提出了一种基于相似日典型变化趋势的超短期光伏发电预测方法。通过选择相似日,获得光伏发电功率的典型变化趋势,结合线性外推方法,得到超短期发电预测数据。最后,通过实际的算法案例进行验证,表明本文所用方法具有一定的推广价值。 In order to achieve online quickly forecasting of the photovoltaic generation and improve the stability and security of the grid,a practical forecast method of ultra-short-term PV generation based on the typical tend is proposed.By selecting similar days,the typical trend of photovoltaic generating power is got.Combined with the linear extrapolation method,ultra-short-term forecasting power is measured.Finally,the practical application of this method shows that the method is feasible and has some promotional value.
出处 《电气技术》 2013年第1期77-80,共4页 Electrical Engineering
关键词 超短期 光伏发电 相似日 典型变化趋势 ultra-short-term photovoltaic generation similar day typical trend
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  • 1谢开,汪峰,于尔铿,葛维春,马新,潘明惠.应用Kalman滤波方法的超短期负荷预报[J].中国电机工程学报,1996,16(4):245-249. 被引量:26
  • 2唐西胜,武鑫,齐智平.超级电容器蓄电池混合储能独立光伏系统研究[J].太阳能学报,2007,28(2):178-183. 被引量:79
  • 3LI Wei,JOOS G,BELANGER J.Real-time simulation of a wind turbine generator coupled with a battery supercap-acitor energy storage system[J].IEEE Transactions on Industrial Electronics,2010,57(4):1137-1145.
  • 4HAMMER A,HEINEMANN D,LORENZ E. Short-term forecasting of solar radiation:a statistical approach using satellite data[J].{H}SOLAR ENERGY,1999,(1-3):139-150.
  • 5CHOWDHURY B H,RAHMAN S. Forecasting sub-hourly solar irradiance for prediction of photovoltaic output[A].New York,Institute of Electrical and Electronics Engineers,Inc,1987.171-176.
  • 6HASSANZADEH M,ETEZADI-AMOLI M,FADALI M S. Practical approach for sub-hourly and hourly prediction of PV power output[A].Arlington,TX,2010.1-5.
  • 7韩力群.人工神经网络教程[M]{H}北京:北京邮电大学出版社,2006.
  • 8杨建刚.人工神经网络实用教程[M]{H}杭州:浙江大学出版社,2001.
  • 9DUFFIE J A,BECKMAN W A. Solar engineering of thermal processes[M].{H}New York:John Wiley and Sons,Inc,1991.47-141.
  • 10Lun S X, Du C J, Guo T T,et al. A new explicit I-V model of a solar cell based on Taylor's series expansion [J]. Solar Energy, 2013(94) :221-232.

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