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Volumn 5, Issue 11, 2012, Pages 4711-4725

Day-ahead electricity price forecasting using a hybrid principal component analysis network

Author keywords

Forecasting; Locational marginal price; Principal component analysis

Indexed keywords

COMMERCE; COSTS; DEREGULATION; FORECASTING; POWER MARKETS;

EID: 84870728128     PISSN: None     EISSN: 19961073     Source Type: Journal    
DOI: 10.3390/en5114711     Document Type: Article
Times cited : (42)

References (23)
  • 1
    • 10044283009 scopus 로고    scopus 로고
    • A dynamic approach for the optimal electricity dispatch in the deregulated market
    • Cristian, C.; Andrea, L. A dynamic approach for the optimal electricity dispatch in the deregulated market. Energy 2004, 29, 2273-2287.
    • (2004) Energy , vol.29 , pp. 2273-2287
    • Cristian, C.1    Andrea, L.2
  • 2
    • 77956882442 scopus 로고    scopus 로고
    • Supply curve bidding of electricity in constrained power networks
    • Salem, Y.A.A. Supply curve bidding of electricity in constrained power networks. Energy 2010, 35,2886-2892.
    • (2010) Energy , vol.35 , pp. 2886-2892
    • Salem, Y.A.A.1
  • 4
    • 85029862606 scopus 로고    scopus 로고
    • Congestion Management Working Group of NERC Market Interface Committee
    • Atlanta, GA, USA
    • Comparison of System Redispatch Methods for Congestion Management; Congestion Management Working Group of NERC Market Interface Committee: Atlanta, GA, USA, 1999.
    • (1999) Comparison of System Redispatch Methods for Congestion Management
  • 7
    • 0036755880 scopus 로고    scopus 로고
    • Locational marginal price forecasting in deregulated electricity markets using artificial intelligence
    • Hong, Y.Y.; Hsiao, C.Y. Locational marginal price forecasting in deregulated electricity markets using artificial intelligence. IEE Proc. Gen. Trans. Dist. 2002, 149, 621-626.
    • (2002) IEE Proc. Gen. Trans. Dist. , vol.149 , pp. 621-626
    • Hong, Y.Y.1    Hsiao, C.Y.2
  • 8
    • 12244280854 scopus 로고    scopus 로고
    • A neuro-fuzzy LMP forecasting approach in deregulated electric markets
    • Hong, Y.Y.; Lee, C.F. A neuro-fuzzy LMP forecasting approach in deregulated electric markets.Electr. Power Syst. Res. 2005, 73, 151-157.
    • (2005) Electr.Power Syst. Res. , vol.73 , pp. 151-157
    • Hong, Y.Y.1    Lee, C.F.2
  • 11
    • 33947325347 scopus 로고    scopus 로고
    • Day-ahead electricity price forecasting in a grid environment
    • Li, G.; Liu, C.C.; Mattson, C.; Lawarrée, J. Day-ahead electricity price forecasting in a grid environment. IEEE Trans. Power Syst. 2007, 22, 266-274.
    • (2007) IEEE Trans. Power Syst. , vol.22 , pp. 266-274
    • Li, G.1    Liu, C.C.2    Mattson, C.3    Lawarrée, J.4
  • 12
    • 60149084412 scopus 로고    scopus 로고
    • Day-ahead price forecasting of electricity markets by mutual information technique and cascaded neuro-evolutionary algorithm
    • Amjady, N.; Keynia, F. Day-ahead price forecasting of electricity markets by mutual information technique and cascaded neuro-evolutionary algorithm. IEEE Trans. Power Syst. 2009, 24, 306-318.
    • (2009) IEEE Trans. Power Syst. , vol.24 , pp. 306-318
    • Amjady, N.1    Keynia, F.2
  • 14
    • 33646342226 scopus 로고    scopus 로고
    • Day-ahead price forecasting of electricity markets by a new fuzzy neural network
    • Amjady, N. Day-ahead price forecasting of electricity markets by a new fuzzy neural network.IEEE Trans. Power Syst. 2006, 21, 887-896.
    • (2006) IEEE Trans. Power Syst. , vol.21 , pp. 887-896
    • Amjady, N.1
  • 15
    • 77958074263 scopus 로고    scopus 로고
    • A RBF neural network model with GARCH errors: Application to electricity price forecasting
    • Coelho, L.D.S.; Santos, A.A.P. A RBF neural network model with GARCH errors: Application to electricity price forecasting. Electr. Power Syst. Res. 2012, 81, 74-83.
    • (2012) Electr. Power Syst. Res. , vol.81 , pp. 74-83
    • Coelho, L.D.S.1    Santos, A.A.P.2
  • 16
    • 78649325979 scopus 로고    scopus 로고
    • Short-term electricity prices forecasting in a competitive market by a hybrid intelligent approach
    • Catalao, J.P.S.; Pousinhoa, H.M.I.; Mendes, V.M.F. Short-term electricity prices forecasting in a competitive market by a hybrid intelligent approach. Energy Convers. Manag. 2011, 52, 1061-1065.
    • (2011) Energy Convers. Manag. , vol.52 , pp. 1061-1065
    • Catalao, J.P.S.1    Pousinhoa, H.M.I.2    Mendes, V.M.F.3
  • 17
    • 77955322938 scopus 로고    scopus 로고
    • Short-term electricity prices forecasting based on support vector regression and auto-regressive integrated moving average model
    • Che, J.X.; Wang, J.Z. Short-term electricity prices forecasting based on support vector regression and auto-regressive integrated moving average model. Energy Convers. Manag. 2010, 51, 1911-1917.
    • (2010) Energy Convers. Manag. , vol.51 , pp. 1911-1917
    • Che, J.X.1    Wang, J.Z.2
  • 18
    • 84856557353 scopus 로고    scopus 로고
    • Mid-term energy demand forecasting by hybrid neuro-fuzzy models
    • Iranmanesh, H.; Abdollahzade, M.; Miranian, A. Mid-term energy demand forecasting by hybrid neuro-fuzzy models. Energies 2012, 5, 1-21.
    • (2012) Energies , vol.5 , pp. 1-21
    • Iranmanesh, H.1    Abdollahzade, M.2    Miranian, A.3
  • 19
    • 84861823295 scopus 로고    scopus 로고
    • Short-term solar irradiance forecasting model based on artificial neural network using statistical feature parameters
    • Wang, F.; Mi, Z.Q.; Su, S.; Zhao, H.S. Short-term solar irradiance forecasting model based on artificial neural network using statistical feature parameters. Energies 2012, 5, 1355-1370.
    • (2012) Energies , vol.5 , pp. 1355-1370
    • Wang, F.1    Mi, Z.Q.2    Su, S.3    Zhao, H.S.4
  • 20
    • 84855223226 scopus 로고    scopus 로고
    • Forecasting monthly electric energy consumption using feature extraction
    • Meng, M.; Niu, D.X.; Sun, W. Forecasting monthly electric energy consumption using feature extraction. Energies 2011, 4, 1495-1507.
    • (2011) Energies , vol.4 , pp. 1495-1507
    • Meng, M.1    Niu, D.X.2    Sun, W.3
  • 21
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer linear feedforward neural network
    • Sanger, T.D. Optimal unsupervised learning in a single-layer linear feedforward neural network.Neural Netw. 1989, 2, 459-473.
    • (1989) Neural Netw. , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 23
    • 85029865772 scopus 로고
    • MathWorks Inc.Natick, MA, USA
    • Available online,accessed on 15 October 2012
    • Ibisevic, S. Diebold-Mariano Test Statistic; MathWorks Inc.: Natick, MA, USA, 1995. Available online: http://www.mathworks.com/matlabcentral/fileexchange/33979-diebold-mariano-test-statistic/content/dmtest.m (accessed on 15 October 2012).
    • (1995) Diebold-Mariano Test Statistic
    • Ibisevic, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.