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Volumn 36, Issue 5, 2012, Pages 24-28

Wind power short-term forecasting based on empirical mode decomposition and chaotic phase space reconstruction

Author keywords

Empirical mode decomposition (EMD); Least squares support vector machine; Phase space reconstruction; Power prediction; Radial basis function; Wind power generation

Indexed keywords

EMPIRICAL MODE DECOMPOSITION; LEAST SQUARES SUPPORT VECTOR MACHINES; PHASE SPACE RECONSTRUCTION; POWER PREDICTIONS; RADIAL BASIS FUNCTIONS;

EID: 84863386096     PISSN: 10001026     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1000-1026.2012.05.005     Document Type: Article
Times cited : (22)

References (15)
  • 1
    • 21844477547 scopus 로고    scopus 로고
    • Wind speed and generated power forecasting in wind farm
    • YANG Xiuyuan, XIAO Yang, CHEN Shuyong. Wind speed and generated power forecasting in wind farm [J]. Proceedings of the CSEE, 2005, 25(11): 1-5.
    • (2005) Proceedings of the CSEE , vol.25 , Issue.11 , pp. 1-5
    • Yang, X.1    Xiao, Y.2    Chen, S.3
  • 2
    • 70350528549 scopus 로고    scopus 로고
    • Wind speed and wind turbine output forecast based on combination method
    • ZHANG Guoqiang, ZHANG Boming. Wind speed and wind turbine output forecast based on combination method [J]. Automation of Electric Power Systems, 2009, 33(18): 92-95.
    • (2009) Automation of Electric Power Systems , vol.33 , Issue.18 , pp. 92-95
    • Zhang, G.1    Zhang, B.2
  • 3
    • 77952165205 scopus 로고    scopus 로고
    • An ultra-short-term wind power forecasting method in regional grids
    • LI Zhi, HAN Xueshan, HAN Li, et al. An ultra-short-term wind power forecasting method in regional grids [J]. Automation of Electric Power Systems, 2010, 34(7): 90-94.
    • (2010) Automation of Electric Power Systems , vol.34 , Issue.7 , pp. 90-94
    • Li, Z.1    Han, X.2    Han, L.3
  • 4
    • 0021866117 scopus 로고
    • Short-term wind prediction using Kalman filter
    • BOSSANYI E A. Short-term wind prediction using Kalman filter [J]. Wind Engineering, 1985, 9(1): 1-8.
    • (1985) Wind Engineering , vol.9 , Issue.1 , pp. 1-8
    • Bossanyi, E.A.1
  • 5
    • 0001931325 scopus 로고    scopus 로고
    • Time series models to simulate and forecast hourly averaged wind speed in Wuetta Pakistan
    • KAMAL L, JAFRI Y Z. Time series models to simulate and forecast hourly averaged wind speed in Wuetta Pakistan [J]. Solar Energy, 1997, 61(1): 23-32.
    • (1997) Solar Energy , vol.61 , Issue.1 , pp. 23-32
    • Kamal, L.1    Jafri, Y.Z.2
  • 6
    • 0442296729 scopus 로고    scopus 로고
    • Support vector machines for wind speed prediction
    • MOHANDES M A, HALAWANI T O, REHMAN S, et al. Support vector machines for wind speed prediction [J]. Renewable Energy, 2004, 29(6): 939-947.
    • (2004) Renewable Energy , vol.29 , Issue.6 , pp. 939-947
    • Mohandes, M.A.1    Halawani, T.O.2    Rehman, S.3
  • 8
    • 79955973407 scopus 로고    scopus 로고
    • Short-term wind power forecast based on ridgelet neural network
    • MAO Meiqin, ZHOU Songlin, SU Jianhui. Short-term wind power forecast based on ridgelet neural network [J]. Automation of Electric Power Systems, 2011, 35(7): 70-74.
    • (2011) Automation of Electric Power Systems , vol.35 , Issue.7 , pp. 70-74
    • Mao, M.1    Zhou, S.2    Su, J.3
  • 9
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • HUANG N E, SHEN Z, LONG S R, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis [J]. Proceedings of the Royal Society of London, 1998(454): 903-995.
    • (1998) Proceedings of the Royal Society of London , Issue.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3
  • 10
    • 84863343434 scopus 로고    scopus 로고
    • Chinese source
    • 2007.
    • (2007)
  • 12
    • 70350594495 scopus 로고    scopus 로고
    • Short-term wind speed forecasting of wind farm based on lease square-support vector machine
    • DU Ying, LU Jiping, LI Qing, et al. Short-term wind speed forecasting of wind farm based on lease square-support vector machine [J]. Power System Technology, 2008, 32(15): 62-66.
    • (2008) Power System Technology , vol.32 , Issue.15 , pp. 62-66
    • Du, Y.1    Lu, J.2    Li, Q.3
  • 13
    • 84863343440 scopus 로고    scopus 로고
    • Chinese source
    • 2006.
    • (2006)
  • 14
    • 84863343439 scopus 로고    scopus 로고
    • Chinese source
    • 2003.
    • (2003)
  • 15
    • 79960287766 scopus 로고    scopus 로고
    • A comprehensive error evaluation method for short-term wind power prediction
    • XU Man, QIAO Ying, LU Zongxiang. A comprehensive error evaluation method for short-term wind power prediction [J]. Automation of Electric Power Systems, 2011, 35(12): 20-26.
    • (2011) Automation of Electric Power Systems , vol.35 , Issue.12 , pp. 20-26
    • Xu, M.1    Qiao, Y.2    Lu, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.