期刊文献+

关于短期及超短期风电功率预测的评述 被引量:213

A Review on Short-term and Ultra-short-term Wind Power Prediction
下载PDF
导出
摘要 讨论风电功率预测及其误差对电力系统的影响,从信息流观点解读风电功率预测过程,归纳影响风电功率预测精度的因素,并对风电功率预测的研究现状加以归类与梳理。在此基础上,讨论对风电功率预测结果评价指标的要求,提出误差评估指标应该反映整个时间窗口内的预报质量,并展望风电功率预测可能的突破。 The impact of wind power prediction(WPP)on power systems is discussed and the factors affecting the accuracy of WPP are summarized.Then the paper unscrambles the WPP process from the viewpoint of information flow,classifies its research status and discusses the requirements of evaluation index for WPP results.It is proposed that the error evaluation index should reflect the WPP quality of the whole time window,and possible breakthroughs of WPP are also predicted.
出处 《电力系统自动化》 EI CSCD 北大核心 2015年第6期141-151,共11页 Automation of Electric Power Systems
基金 国家重点基础研究发展计划(973计划)资助项目(2013CB228204) 澳大利亚ARC资助项目(DP120101345) 中英合作研究项目(NSFC-513111025-2013 EPSRC-EP/L001063/1) 国家电网公司科技项目~~
关键词 风电预测 信息流向 组合预测 评估指标 概率预测 wind power prediction information flow combinational prediction evaluation index probabilistic forecastin g
  • 相关文献

参考文献58

  • 1Methaprayoon, Kittipong,Yingvivatanapong, Chitra,Lee, Wei-Jen,Liao, James R.An integration of ANN wind power estimation into unit commitment considering the forecasting uncertainty. IEEE Transactions on Industry Applications . 2007
  • 2Lalarukh Kamal,Yasmin Zahra Jafri.Time series models to simulate and forecast hourly averaged wind speed in Quetta, Pakistan[J].Solar Energy.1997(1)
  • 3B. G. Brown,R. W. Katz,A. H. Murphy.Time serial models to simulate and forecast wind speed and wind power. Journal of Climatology . 1984
  • 4Damousis, Ioannis G.,Alexiadis, Minas C.,Theocharis, John B.,Dokopoulos, Petros S.A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation. IEEE Transactions on Energy Conversion . 2004
  • 5Billinton, R.,Chen, Hua,Ghajar, R.Sequential simulation technique for adequacy evaluation of generating systems including wind energy. IEEE Transactions on Energy Conversion . 1996
  • 6Ning CHEN,Qi WANG,Liangzhong YAO,Lingzhi ZHU,Yi TANG,Fubao WU,Mei CHEN,Ningbo WANG.Wind power forecasting error-based dispatch method for wind farm cluster[J].Journal of Modern Power Systems and Clean Energy,2013,1(1):65-72. 被引量:3
  • 7Aoife M. Foley,Paul G. Leahy,Antonino Marvuglia,Eamon J. McKeogh.Current methods and advances in forecasting of wind power generation[J]. Renewable Energy . 2011 (1)
  • 8Watson, S.J.,Landberg, L.,Halliday, J.A.Application of wind speed forecasting to the integration of wind energy into a large scale power system. Generation, Transmission and Distribution, IEE Proceedings- . 1994
  • 9Bei Chen,Liang Zhao,Jian Hong Lu.Wind Power Forecast Using RBF Network and Culture Algorithm. International Conference on Sustainable Power Generation and Supply . 2009
  • 10Lars Landberg,Simon J. Watson.Short-term prediction of local wind conditions[J]. Boundary-Layer Meteorology . 1994 (1)

二级参考文献643

共引文献3273

同被引文献1623

引证文献213

二级引证文献2398

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部