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Volumn 96, Issue , 2012, Pages 150-160

Forecasting for demand response in smart grids: An analysis on use of anthropologic and structural data and short term multiple loads forecasting

Author keywords

Demand response; Load forecasting; Short term multiple loads forecasting; Smart grids

Indexed keywords

ELECTRIC LOAD FORECASTING; SMART POWER GRIDS;

EID: 84861688089     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2012.02.027     Document Type: Article
Times cited : (168)

References (30)
  • 1
    • 0036275409 scopus 로고    scopus 로고
    • Electric load forecasting: literature survey and classification of methods
    • Alfares H.K., Nazeeruddin M. Electric load forecasting: literature survey and classification of methods. Int J Syst Sci 2002, 33(1):23-34.
    • (2002) Int J Syst Sci , vol.33 , Issue.1 , pp. 23-34
    • Alfares, H.K.1    Nazeeruddin, M.2
  • 2
    • 70349578020 scopus 로고    scopus 로고
    • Long term electric load forecasting based on particle swarm optimization
    • AlRashidi M., EL-Naggar K. Long term electric load forecasting based on particle swarm optimization. Appl Energy 2010, 87(1):320-326.
    • (2010) Appl Energy , vol.87 , Issue.1 , pp. 320-326
    • AlRashidi, M.1    El-Naggar, K.2
  • 3
    • 0035425552 scopus 로고    scopus 로고
    • Short-term hourly load forecasting using time-series modeling with peak load estimation capability
    • Amjady N. Short-term hourly load forecasting using time-series modeling with peak load estimation capability. Power Syst IEEE Trans 2001, 16(3):498-505.
    • (2001) Power Syst IEEE Trans , vol.16 , Issue.3 , pp. 498-505
    • Amjady, N.1
  • 4
    • 78649970944 scopus 로고    scopus 로고
    • Short-term load forecast of microgrids by a new bilevel prediction strategy
    • Amjady N., Keynia F., Zareipour H. Short-term load forecast of microgrids by a new bilevel prediction strategy. Smart Grid IEEE Trans 2010, 1(3):286-294.
    • (2010) Smart Grid IEEE Trans , vol.1 , Issue.3 , pp. 286-294
    • Amjady, N.1    Keynia, F.2    Zareipour, H.3
  • 5
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev T. Generalized autoregressive conditional heteroskedasticity. J Econom 1986, 31(3):307-327.
    • (1986) J Econom , vol.31 , Issue.3 , pp. 307-327
    • Bollerslev, T.1
  • 7
    • 84972496372 scopus 로고
    • Influential observations, high leverage points, and outliers in linear regression
    • Chatterjee S., Hadi A.S. Influential observations, high leverage points, and outliers in linear regression. Statist Sci 1986, 1:379-416.
    • (1986) Statist Sci , vol.1 , pp. 379-416
    • Chatterjee, S.1    Hadi, A.S.2
  • 8
    • 0015022169 scopus 로고
    • Short-term load forecasting using general exponential smoothing
    • Christiaanse W. Short-term load forecasting using general exponential smoothing. Power Apparatus Syst IEEE Trans 1971, PAS-90(2):900-911.
    • (1971) Power Apparatus Syst IEEE Trans , vol.PAS90 , Issue.2 , pp. 900-911
    • Christiaanse, W.1
  • 9
    • 0142104187 scopus 로고    scopus 로고
    • Forecasting electricity spot-prices using linear univariate time-series models
    • Cuaresma J.C., Hlouskova J., Kossmeier S., Obersteiner M. Forecasting electricity spot-prices using linear univariate time-series models. Appl Energy 2004, 77(1):87-106.
    • (2004) Appl Energy , vol.77 , Issue.1 , pp. 87-106
    • Cuaresma, J.C.1    Hlouskova, J.2    Kossmeier, S.3    Obersteiner, M.4
  • 10
    • 0017996045 scopus 로고
    • Forecasting peak system load using a combined time series and econometric model
    • Uri N.D. Forecasting peak system load using a combined time series and econometric model. Appl Energy 1978, 4(3):219-227.
    • (1978) Appl Energy , vol.4 , Issue.3 , pp. 219-227
    • Uri, N.D.1
  • 11
    • 0020176469 scopus 로고
    • Forecasting of hourly load by pattern recognition a deterministic approach
    • Dehdashti A., Tudor J., Smith M. Forecasting of hourly load by pattern recognition a deterministic approach. Power Apparatus Syst IEEE Trans 1982, PAS-101(9):3290-3294.
    • (1982) Power Apparatus Syst IEEE Trans , vol.PAS101 , Issue.9 , pp. 3290-3294
    • Dehdashti, A.1    Tudor, J.2    Smith, M.3
  • 12
    • 58149086191 scopus 로고    scopus 로고
    • Forecasting electricity spot market prices with a k-factor gigarch process
    • Diongue A.K., Guã©gan D., Vignal B. Forecasting electricity spot market prices with a k-factor gigarch process. Appl Energy 2009, 86(4):505-510.
    • (2009) Appl Energy , vol.86 , Issue.4 , pp. 505-510
    • Diongue, A.K.1    Guãgan, D.2    Vignal, B.3
  • 13
    • 18944384327 scopus 로고    scopus 로고
    • A garch forecasting model to predict day-ahead electricity prices
    • Garcia R., Contreras J., van Akkeren M., Garcia J. A garch forecasting model to predict day-ahead electricity prices. Power Syst IEEE Trans 2005, 20(2):867-874.
    • (2005) Power Syst IEEE Trans , vol.20 , Issue.2 , pp. 867-874
    • Garcia, R.1    Contreras, J.2    van Akkeren, M.3    Garcia, J.4
  • 14
    • 53849137810 scopus 로고    scopus 로고
    • Towards autonomic web services: achieving self-healing using web services
    • Gurguis S.A., Zeid A. Towards autonomic web services: achieving self-healing using web services. SIGSOFT Software Eng Notes 2005, 30(4):1-5.
    • (2005) SIGSOFT Software Eng Notes , vol.30 , Issue.4 , pp. 1-5
    • Gurguis, S.A.1    Zeid, A.2
  • 15
    • 0023399522 scopus 로고
    • The time series approach to short term load forecasting
    • Hagan M.T., Behr S.M. The time series approach to short term load forecasting. Power Syst IEEE Trans 1987, 2(3):785-791.
    • (1987) Power Syst IEEE Trans , vol.2 , Issue.3 , pp. 785-791
    • Hagan, M.T.1    Behr, S.M.2
  • 16
    • 0035248045 scopus 로고    scopus 로고
    • Neural networks for short-term load forecasting: a review and evaluation
    • Hippert H., Pedreira C., Souza R. Neural networks for short-term load forecasting: a review and evaluation. Power Syst IEEE Trans 2001, 16(1):44-55.
    • (2001) Power Syst IEEE Trans , vol.16 , Issue.1 , pp. 44-55
    • Hippert, H.1    Pedreira, C.2    Souza, R.3
  • 17
    • 0020003295 scopus 로고
    • On-line load forecasting for energy control center application
    • Irisarri G., Widergren S., Yehsakul P. On-line load forecasting for energy control center application. Power Apparatus Syst IEEE Trans 1982, PAS-101(1):71-78.
    • (1982) Power Apparatus Syst IEEE Trans , vol.PAS101 , Issue.1 , pp. 71-78
    • Irisarri, G.1    Widergren, S.2    Yehsakul, P.3
  • 19
    • 0037253062 scopus 로고    scopus 로고
    • The vision of autonomic computing
    • Kephart J.O., Chess D.M. The vision of autonomic computing. Computer 2003, 36(1):41-50.
    • (2003) Computer , vol.36 , Issue.1 , pp. 41-50
    • Kephart, J.O.1    Chess, D.M.2
  • 20
    • 79551533096 scopus 로고    scopus 로고
    • Common failures of demand response
    • Kim J.-H., Shcherbakova A. Common failures of demand response. Energy 2011, 36(2):873-880.
    • (2011) Energy , vol.36 , Issue.2 , pp. 873-880
    • Kim, J.-H.1    Shcherbakova, A.2
  • 21
    • 77954032128 scopus 로고    scopus 로고
    • An enhanced radial basis function network for short-term electricity price forecasting
    • Lin W.-M., Gow H.-J., Tsai M.-T. An enhanced radial basis function network for short-term electricity price forecasting. Appl Energy 2010, 87(10):3226-3234.
    • (2010) Appl Energy , vol.87 , Issue.10 , pp. 3226-3234
    • Lin, W.-M.1    Gow, H.-J.2    Tsai, M.-T.3
  • 22
    • 77958180625 scopus 로고    scopus 로고
    • Energy box: locally automated optimal control of residential electricity usage
    • Livengood D., Larson R. Energy box: locally automated optimal control of residential electricity usage. Service Sci 2009, 1(1):1-16.
    • (2009) Service Sci , vol.1 , Issue.1 , pp. 1-16
    • Livengood, D.1    Larson, R.2
  • 23
    • 77955270910 scopus 로고    scopus 로고
    • Short-term electricity demand and gas price forecasts using wavelet transforms and adaptive models
    • Nguyen H.T., Nabney I.T. Short-term electricity demand and gas price forecasts using wavelet transforms and adaptive models. Energy 2010, 35(9):3674-3685.
    • (2010) Energy , vol.35 , Issue.9 , pp. 3674-3685
    • Nguyen, H.T.1    Nabney, I.T.2
  • 24
    • 0025519319 scopus 로고
    • A regression-based approach to short-term system load forecasting
    • Papalexopoulos A., Hesterberg T. A regression-based approach to short-term system load forecasting. Power Syst IEEE Trans 1990, 5(4):1535-1547.
    • (1990) Power Syst IEEE Trans , vol.5 , Issue.4 , pp. 1535-1547
    • Papalexopoulos, A.1    Hesterberg, T.2
  • 25
    • 0024001840 scopus 로고
    • An expert system based algorithm for short term load forecast
    • Rahman S., Bhatnagar R. An expert system based algorithm for short term load forecast. Power Syst IEEE Trans 1988, 3(2):392-399.
    • (1988) Power Syst IEEE Trans , vol.3 , Issue.2 , pp. 392-399
    • Rahman, S.1    Bhatnagar, R.2
  • 27
  • 28
    • 77955173218 scopus 로고    scopus 로고
    • Day-ahead electricity price forecasting using wavelet transform combined with arima and garch models
    • Tan Z., Zhang J., Wang J., Xu J. Day-ahead electricity price forecasting using wavelet transform combined with arima and garch models. Appl Energy 2010, 87(11):3606-3610.
    • (2010) Appl Energy , vol.87 , Issue.11 , pp. 3606-3610
    • Tan, Z.1    Zhang, J.2    Wang, J.3    Xu, J.4
  • 30
    • 0031996523 scopus 로고    scopus 로고
    • A new short-term load forecasting approach using self-organizing fuzzy armax models
    • Yang H.-T., Huang C.-M. A new short-term load forecasting approach using self-organizing fuzzy armax models. Power Syst IEEE Trans 1998, 13(1):217-225.
    • (1998) Power Syst IEEE Trans , vol.13 , Issue.1 , pp. 217-225
    • Yang, H.-T.1    Huang, C.-M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.