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Volumn , Issue , 2013, Pages

Model selection criteria for short-term microgrid-scale electricity load forecasts

Author keywords

load management; load modeling; smart grids

Indexed keywords

CENTRALIZED SYSTEMS; DISTRIBUTED SYSTEMS; ELECTRICITY GRIDS; LOAD MODELING; MODEL SELECTION CRITERIA; RENEWABLE GENERATION; SMART GRID; WEATHER FORECASTS;

EID: 84876933555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISGT.2013.6497802     Document Type: Conference Paper
Times cited : (9)

References (18)
  • 1
    • 31744444183 scopus 로고    scopus 로고
    • A Comparison of univariate methods for forecasting electricity demand up to a day ahead
    • J. W. Taylor, L. M. de Menezes and P. E. McShary, "A Comparison of univariate methods for forecasting electricity demand up to a day ahead", International Journal of Forecasting, vol. 22, pp. 1-16, 2006.
    • (2006) International Journal of Forecasting , vol.22 , pp. 1-16
    • Taylor, J.W.1    De Menezes, L.M.2    McShary, P.E.3
  • 2
    • 0043246006 scopus 로고    scopus 로고
    • Short-term electricity demand forecasting using double seasonal exponential smoothing
    • J. W. Taylor, " Short-Term Electricity Demand Forecasting Using Double Seasonal Exponential Smoothing", Journal of Operational Research Society, 54, 799-805, 2003.
    • (2003) Journal of Operational Research Society , vol.54 , pp. 799-805
    • Taylor, J.W.1
  • 4
    • 0035248045 scopus 로고    scopus 로고
    • Neural networks for short term load forecasting: A review and evaluation
    • H. S. Hippert, C. E. Pedreira and R. Souza, "Neural networks for short term load forecasting: A review and evaluation, " IEEE Transactions on Power Systems,. vol. 16, pp. 44-55, 2001.
    • (2001) IEEE Transactions on Power Systems , vol.16 , pp. 44-55
    • Hippert, H.S.1    Pedreira, C.E.2    Souza, R.3
  • 7
    • 0000082693 scopus 로고
    • Forecasting sales by exponentially weighted moving averages
    • P. R. Winters, " Forecasting sales by exponentially weighted moving averages. Management Science 6: 324-342, 1960.
    • (1960) Management Science , vol.6 , pp. 324-342
    • Winters, P.R.1
  • 8
    • 0003890150 scopus 로고
    • Forecasting trends and seasonals by exponentially weighted averages
    • Carnegie Institute of Technology
    • C. Holt, "Forecasting trends and seasonals by exponentially weighted averages, O. W. R. Memorandum, no.52, Carnegie Institute of Technology, 1957.
    • (1957) O. W. R. Memorandum , Issue.52
    • Holt, C.1
  • 9
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random Forests", Machine Learning, 45,(1), pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.