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Volumn 3, Issue , 2009, Pages 439-442

One-month ahead prediction of wind speed and output power based on EMD and LSSVM

Author keywords

Empirical mode decomposition(EMD); Intrinsic mode function(IFM); Least square support vector machine (LSSVM); Wind power; Wind speed forecasting

Indexed keywords

EMPIRICAL MODE DECOMPOSITION; INTRINSIC MODE FUNCTIONS; LEAST SQUARE SUPPORT VECTOR MACHINE (LSSVM); LEAST SQUARE SUPPORT VECTOR MACHINES; WIND SPEED FORECASTING;

EID: 77949524633     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEET.2009.571     Document Type: Conference Paper
Times cited : (32)

References (13)
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  • 3
    • 0021866117 scopus 로고
    • Short-term Wind Prediction Using Kalman Filters[J]
    • Bossanyi E A. Short-term Wind Prediction Using Kalman Filters[J]. Wind Engineering, 1985, 9(1): 1-8.
    • (1985) Wind Engineering , vol.9 , Issue.1 , pp. 1-8
    • Bossanyi, E.A.1
  • 5
    • 85009936947 scopus 로고    scopus 로고
    • Notis C, Trettel D, Aquino J, Piazza T, Taylor L, Trask D. Learning to forecast wind at remote sites for wind energy applications. PNL-4318, Pacific Northwest Laboratory, 1983.
    • Notis C, Trettel D, Aquino J, Piazza T, Taylor L, Trask D. Learning to forecast wind at remote sites for wind energy applications. PNL-4318, Pacific Northwest Laboratory, 1983.
  • 7
    • 60049087500 scopus 로고    scopus 로고
    • Discussion about short-term forecast of wind speed on wind farm
    • Guoyang W, Yang X, Shasha W. Discussion about short-term forecast of wind speed on wind farm. Jilin Electric Power 2005;181(5):21-4.
    • (2005) Jilin Electric Power , vol.181 , Issue.5 , pp. 21-24
    • Guoyang, W.1    Yang, X.2    Shasha, W.3
  • 9
    • 2942570109 scopus 로고    scopus 로고
    • Damousis IG, Alexiadis MC, Theocharis JB, Dokopoulos PS. A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation.Energy Conversion 2004 ;19(2):352-61.
    • Damousis IG, Alexiadis MC, Theocharis JB, Dokopoulos PS. A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation.Energy Conversion 2004 ;19(2):352-61.
  • 10
    • 5444236478 scopus 로고    scopus 로고
    • Huang N E,Shen Z,Long S R.The Empirical Mode Decomposition and The Hilbert Spectrum for Nonlinear and Non-stationary Time Series Analysis[J].Proc R Soc London A, 1998, 454: 903-99.
    • Huang N E,Shen Z,Long S R.The Empirical Mode Decomposition and The Hilbert Spectrum for Nonlinear and Non-stationary Time Series Analysis[J].Proc R Soc London A, 1998, 454: 903-99.
  • 13
    • 0032638628 scopus 로고    scopus 로고
    • Suykens J A K,Vandewalle J. Least Squares Support Vector Machine Classifiers[J].Neural Processing Letters, 1999,9(3):293-300.
    • Suykens J A K,Vandewalle J. Least Squares Support Vector Machine Classifiers[J].Neural Processing Letters, 1999,9(3):293-300.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.