期刊文献+

电力系统短期负荷的特征指数相空间重构预测法 被引量:7

Short-term load forecasting using restructuring algorithm of phase space based on characteristic index
下载PDF
导出
摘要 针对电力负荷变化的特点 ,提出一种采用特征指数的混沌预测方法 ,采用相空间重构和局域近似原理建立预测模型 ,较好地考虑了电力系统负荷波动的日周期性 ,具有良好的预测效果 ,最大负荷、最小负荷的预测精度较高 。 Aiming at the characteristics of load,a short term load chaos forecasting technique based on characteristic index is presented, which adopted restructuring algorithm of phase space and Location Approximate Approach.The method takes circle rhythm into account.The results of the experiment,especially the forecasting precision of the peak and the valley of load,are satisfactory.
作者 姜勇
出处 《继电器》 CSCD 北大核心 2003年第3期11-14,共4页 Relay
关键词 电力系统 特征指数 相空间重构预测法 短期负荷预测 short term load forecasting characteristic index phase space restructuring
  • 相关文献

同被引文献79

  • 1赵宏伟,任震,黄雯莹.考虑周周期性的短期负荷预测[J].中国电机工程学报,1997,17(3):211-213. 被引量:20
  • 2杨曾武.统计预测原理[M].北京:科学出版社,2003.
  • 3Hagan M T,Behr S M.The time series approach to short termload forecasting.IEEE Trans. on Power System,1987,2(3):25~30.
  • 4Bakirtzis A G,Theocharis J B,et al. Short term load forecasting using fuzzy neural networks. IEEE Trans. on Power System,1995,10(3):1518~1524.
  • 5Liang Z S. The short term load forecast of power system based on adaptive neural network. Journal of Northeast China Institute of Electric Power Engineering,1994,14(1):27~35.
  • 6Rahman S, Bhatnagar R. An expert system based algorithm for short term load forecast. IEEE Trans on Power Systems,1988,3(2):392~399.
  • 7Liangyue C, Alistair M, Kevin J. Dynamics from multivariate time series. Physica D,1998,121:75~88.
  • 8Porporato A,Ridolfi L. Multivariate nonlinear prediction of river flows. Journal of Hydrology,2001(248):109~122.
  • 9Hongming Y,Xianzhong D. Chaotic characteristics of electricity price and its forecasting model. IEEE CCECE 2003,Montreal, 2003:659~662.
  • 10HAGAN M T, BEHR S M. The Time Series Approach to Short Term Load Forecasting [ J ]. IEEE Trans. On Power System, 1987,2 (3) :25 - 30.

引证文献7

二级引证文献41

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