메뉴 건너뛰기




Volumn , Issue , 2012, Pages

Short-term generation forecast of wind farm using SVM-GARCH approach

Author keywords

GARCH; power systems; SVM; wind generation forecast

Indexed keywords

GARCH; GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSCEDASTICITY; GENERATION FORECAST; NORTHEAST CHINA; POWER SYSTEM OPERATIONS; RESIDUAL ERROR; SVM; WIND FARM; WIND GENERATION; WIND GENERATION FORECAST;

EID: 84873279843     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PowerCon.2012.6401309     Document Type: Conference Paper
Times cited : (17)

References (13)
  • 1
    • 84893323164 scopus 로고    scopus 로고
    • WWEA, Aug 2011.[Online]. Available
    • WWEA. (2011, Aug.). World wind energy half-Year report 2011.[Online]. Available: Http://www. wwindea.org
    • (2011) World Wind Energy Half-Year Report
  • 2
    • 34548030244 scopus 로고    scopus 로고
    • Utility wind integration and operation and operation impact state of the art
    • May
    • J. Smith, M. R. Milligan, E. A. DeMeo, and B. Parsons, "Utility wind integration and operation and operation impact state of the art," IEEE Trans. Power Systems, vol. 22, pp. 900-908, May. 2007
    • (2007) IEEE Trans. Power Systems , vol.22 , pp. 900-908
    • Smith, J.1    Milligan, M.R.2    Demeo, E.A.3    Parsons, B.4
  • 5
    • 35549001332 scopus 로고    scopus 로고
    • Short term wind speed forecasting for wind turbine applications using linear prediction method
    • Jan
    • G. H. Rialy and M. Abedi, "Short term wind speed forecasting for wind turbine applications using linear prediction method," Renewable Energy, vol. 33, no. 1, pp. 35-41, Jan. 2008
    • (2008) Renewable Energy , vol.33 , Issue.1 , pp. 35-41
    • Rialy, G.H.1    Abedi, M.2
  • 7
    • 67349211771 scopus 로고    scopus 로고
    • Forecasting the wind generation using a two-stage network based on meteorological information
    • Jun
    • S. Fan, J. R Liao, R. Yokoyama, L. Chen, and W. J. Lee, "Forecasting the wind generation using a two-stage network based on meteorological information," iEEE Trans. Convers, vol. 24, pp. 474-482, Jun. 2009
    • (2009) IEEE Trans. Convers , vol.24 , pp. 474-482
    • Fan, S.1    Liao, J.R.2    Yokoyama, R.3    Chen, L.4    Lee, W.J.5
  • 8
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes, V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, pp.273-297, 1995
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 9
    • 0442296729 scopus 로고    scopus 로고
    • Support vector machines for wind speed prediction
    • M. A. Mohandes, T. O. Halawani, S. Rehman, and A. A. Hussain, "Support vector machines for wind speed prediction ", Renewable Energy, vol. 29, no. 6, pp. 939-947, 2004
    • (2004) Renewable Energy , vol.29 , Issue.6 , pp. 939-947
    • Mohandes, M.A.1    Halawani, T.O.2    Rehman, S.3    Hussain, A.A.4
  • 10
    • 0000391884 scopus 로고    scopus 로고
    • Unit root tests in panel data: Asymptotic and finite-sample properties
    • A. Levin, C.-F. Lin, and C.-So James Chu, "Unit root tests in panel data: Asymptotic and finite-sample properties," Journal of Econometrics, vol. 108, pp. 1-24,2002
    • (2002) Journal of Econometrics , vol.108 , pp. 1-24
    • Levin, A.1    Lin, C.-F.2    James Chu, C.-S.O.3
  • 11
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • T. Bollerslev, "Generalized autoregressive conditional heteroskedasticity," Journal of Economics, vol. 31, pp.307-327, 1986
    • (1986) Journal of Economics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 12
    • 70349218800 scopus 로고
    • Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances
    • T. Bollerslev and J. M. Wooldridge, "Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances," Econometric Reviews, vol. 11, pp. 143-172, 1992
    • (1992) Econometric Reviews , vol.11 , pp. 143-172
    • Bollerslev, T.1    Wooldridge, J.M.2
  • 13
    • 84873323583 scopus 로고    scopus 로고
    • Version 2.0. 10, Apr. Available
    • K. Sheppard, Ucsd-garch toolbox, on-line], Version 2.0.10, Apr.2007. Available:http://www.kevinsheppard.com
    • (2007) Ucsdgarch Toolbox On-Line
    • Sheppard, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.