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Volumn , Issue , 2009, Pages 2888-2894

Very short-term electricity load demand forecasting using support vector regression

Author keywords

[No Author keywords available]

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; ELECTRICITY LOAD; FEATURE SELECTION METHODS; FEATURE SETS; HISTORICAL DATA; LEAST MEANS SQUARE; LOAD DEMAND; NEW APPROACHES; PREDICTION MODEL; SHORT TERM; SUPPORT VECTOR REGRESSIONS;

EID: 70449360948     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5179063     Document Type: Conference Paper
Times cited : (65)

References (21)
  • 1
    • 0023563676 scopus 로고
    • Short term load forecasting
    • Dec
    • G. Gross and F. D. Galiana, "Short term load forecasting, " IEEE Proceedings, vol. 75, no. 12, pp. 1558-1573, Dec. 1987.
    • (1987) IEEE Proceedings , vol.75 , Issue.12 , pp. 1558-1573
    • Gross, G.1    Galiana, F.D.2
  • 2
    • 0020142959 scopus 로고
    • Short term forecasting: A review of procedures in the electricity supply industry
    • D. W. Bunn, "Short term forecasting: a review of procedures in the electricity supply industry, " Journal of the Operational Research Society, vol. 33, pp. 533-545, 1982.
    • (1982) Journal of the Operational Research Society , vol.33 , pp. 533-545
    • Bunn, D.W.1
  • 5
    • 0034138664 scopus 로고    scopus 로고
    • Very short term load forecasting using artificial neural network
    • Feb
    • W. Charytoniuk and M. S. Chen, "Very short term load forecasting using artificial neural network, " IEEE Trans. on Power Systems, vol. 15, no. 1, pp. 263-268, Feb. 2000.
    • (2000) IEEE Trans. on Power Systems , vol.15 , Issue.1 , pp. 263-268
    • Charytoniuk, W.1    Chen, M.S.2
  • 8
    • 0032043176 scopus 로고    scopus 로고
    • A real-time short-term peak and average load forecasting system using a self organising fuzzy neural network
    • P. K. Dash, H. P. Satpathy, and A. C. Liew, "A real-time short-term peak and average load forecasting system using a self organising fuzzy neural network, " Engineering Applications of Artificial Intelligence, vol. 11,. pp. 307-316, 1998.
    • (1998) Engineering Applications of Artificial Intelligence , vol.11 , pp. 307-316
    • Dash, P.K.1    Satpathy, H.P.2    Liew, A.C.3
  • 9
    • 0034935482 scopus 로고    scopus 로고
    • A neural network based very short term load forecaster for the interim ISO New England electricity market system
    • May
    • P. Shamsollahi, K. W. Cheung, Q. Chen, and E. H. Germain, "A neural network based very short term load forecaster for the interim ISO New England electricity market system, " Power Industry Computer Applications, pp. 217-222, May 2001.
    • (2001) Power Industry Computer Applications , pp. 217-222
    • Shamsollahi, P.1    Cheung, K.W.2    Chen, Q.3    Germain, E.H.4
  • 10
    • 31444443032 scopus 로고    scopus 로고
    • Fuzzy neural very short term load forecasting based on chaotic dynamic reconstruction
    • Aug
    • H. Y. Yang, H. Ye, G. Wang, J. Khan, and T. Hu, "Fuzzy neural very short term load forecasting based on chaotic dynamic reconstruction, " Chaos, Solitons and Fractals, vol. 29, pp. 462-469, Aug. 2006.
    • (2006) Chaos, Solitons and Fractals , vol.29 , pp. 462-469
    • Yang, H.Y.1    Ye, H.2    Wang, G.3    Khan, J.4    Hu, T.5
  • 11
    • 84971654968 scopus 로고    scopus 로고
    • Implementation and performance analysis of very short term load forecaster-based on the electronic dispatch project in ISO New England,
    • Q. Chen, J. Milligan, E. H. Germain, R. Raub, P. Shamsollahi and K. W. Cheung, "Implementation and performance analysis of very short term load forecaster-based on the electronic dispatch project in ISO New England, " in Power Engineering, 2001.
    • (2001) Power Engineering
    • Chen, Q.1    Milligan, J.2    Germain, E.H.3    Raub, R.4    Shamsollahi, P.5    Cheung, K.W.6
  • 14
    • 67349221066 scopus 로고    scopus 로고
    • Power system short-term load forecasting,
    • PhD Thesis, Technical University Darmstadt, Darmstadt
    • J. Yang, "Power system short-term load forecasting, " PhD Thesis, Technical University Darmstadt, Darmstadt, 2006.
    • (2006)
    • Yang, J.1
  • 15
    • 9244240793 scopus 로고    scopus 로고
    • Load forecasting using support vector machine: A study on EUNITE competition 2001,
    • B. J. Chen, M. W. Chang, and C. J. Lin, "Load forecasting using support vector machine: a study on EUNITE competition 2001, " IEEE Trans. on Power Systems, vol. 19, no. 4, pp. 1821-1830, 2004.
    • (2004) IEEE Trans. on Power Systems , vol.19 , Issue.4 , pp. 1821-1830
    • Chen, B.J.1    Chang, M.W.2    Lin, C.J.3
  • 20
    • 0042659701 scopus 로고    scopus 로고
    • Evaluation of support vector machine based forecasting tool in electricity price forecasting for Australian national electricity market participants
    • D. C. Sansom, T. Downs, and T. K. Saha, "Evaluation of support vector machine based forecasting tool in electricity price forecasting for Australian national electricity market participants, " Journal of Electrical and Electronics Engineering, vol. 22, no. 3, pp. 227-234, 2003.
    • (2003) Journal of Electrical and Electronics Engineering , vol.22 , Issue.3 , pp. 227-234
    • Sansom, D.C.1    Downs, T.2    Saha, T.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.