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Volumn 8, Issue 4, 1997, Pages 835-846

ANNSTLF - A neural-network-based electric load forecasting system

Author keywords

Adaptive neural networks; Electric load forecasting; Multilayer perceptron; Multiple neural networks; Relative humidity forecasting; Temperature forecasting

Indexed keywords

ATMOSPHERIC HUMIDITY; BACKPROPAGATION; ELECTRIC UTILITIES; NEURAL NETWORKS;

EID: 0031188039     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.595881     Document Type: Article
Times cited : (237)

References (16)
  • 1
    • 0026207670 scopus 로고
    • Short-term load forecasting using an adaptive neural network
    • Aug.
    • T. S. Dillon, S. Sestito, and S. Leung, "Short-term load forecasting using an adaptive neural network," Electrical Power and Energy Syst., vol. 13, no. 4, Aug. 1991.
    • (1991) Electrical Power and Energy Syst. , vol.13 , Issue.4
    • Dillon, T.S.1    Sestito, S.2    Leung, S.3
  • 2
    • 0023399522 scopus 로고
    • The time series approach to short-term load forecasting
    • Aug.
    • M. T. Hagan and S. M. Behr, "The time series approach to short-term load forecasting," IEEE Trans. Power Syst., vol. PWRS-2, pp. 785-791, Aug. 1987.
    • (1987) IEEE Trans. Power Syst. , vol.PWRS-2 , pp. 785-791
    • Hagan, M.T.1    Behr, S.M.2
  • 3
    • 0026818086 scopus 로고
    • Short-term load forecasting using a multilayer neural network with an adaptive learning algorithm
    • Feb.
    • K. Ho, Y. Hsu, and C. Yang, "Short-term load forecasting using a multilayer neural network with an adaptive learning algorithm," IEEE Trans. Power Syst., vol. 7, pp. 141-149, Feb. 1992.
    • (1992) IEEE Trans. Power Syst. , vol.7 , pp. 141-149
    • Ho, K.1    Hsu, Y.2    Yang, C.3
  • 4
    • 0027898205 scopus 로고
    • Forecasting power system peak loads by an adaptive neural network
    • C. H. Dagli, et al., Eds. New York: Amer. Soc. Mech. Eng. Press
    • A. Khotanzad, A. Abaye, and D. Maratukulam, "Forecasting power system peak loads by an adaptive neural network," in Intelligent Engineering Systems Through Artificial Neural Networks, vol. 3, C. H. Dagli, et al., Eds. New York: Amer. Soc. Mech. Eng. Press, 1993, pp. 891-896.
    • (1993) Intelligent Engineering Systems Through Artificial Neural Networks , vol.3 , pp. 891-896
    • Khotanzad, A.1    Abaye, A.2    Maratukulam, D.3
  • 5
    • 0030149443 scopus 로고    scopus 로고
    • An artificial neural-network hourly temperature forecaster with applications in load forecasting
    • May
    • A. Khotanzad, M. H. Davis, A. Abaye, and D. J. Martukulam, "An artificial neural-network hourly temperature forecaster with applications in load forecasting," IEEE Trans. Power Syst., vol. 11, pp. 870-876, May 1996.
    • (1996) IEEE Trans. Power Syst. , vol.11 , pp. 870-876
    • Khotanzad, A.1    Davis, M.H.2    Abaye, A.3    Martukulam, D.J.4
  • 6
    • 0029352651 scopus 로고
    • An adaptive modular artificial neural-network hourly load forecaster and its implementation at electric utilities
    • Aug.
    • A. Khotanzad, R. C. Hwang, A. Abaye, and D. Maratukulam, "An adaptive modular artificial neural-network hourly load forecaster and its implementation at electric utilities," IEEE Trans. Power Syst., vol. 10, pp. 1716-1722, Aug. 1995.
    • (1995) IEEE Trans. Power Syst. , vol.10 , pp. 1716-1722
    • Khotanzad, A.1    Hwang, R.C.2    Abaye, A.3    Maratukulam, D.4
  • 7
    • 0026821995 scopus 로고
    • Short-term load forecasting using an artificial neural network
    • Feb.
    • K. Y. Lee, Y. T. Cha, and J. H. Park, "Short-term load forecasting using an artificial neural network," IEEE Trans. Power Syst., vol. 7, pp. 124-132, Feb. 1992.
    • (1992) IEEE Trans. Power Syst. , vol.7 , pp. 124-132
    • Lee, K.Y.1    Cha, Y.T.2    Park, J.H.3
  • 8
    • 0027543854 scopus 로고
    • Neural-network-based short-term load forecasting
    • Feb.
    • C. N. Lu, N. T. Wu, and S. Vemuri, "Neural-network-based short-term load forecasting," IEEE Trans. Power Syst., vol. 8, pp. 336-342, Feb. 1993.
    • (1993) IEEE Trans. Power Syst. , vol.8 , pp. 336-342
    • Lu, C.N.1    Wu, N.T.2    Vemuri, S.3
  • 9
    • 0024764917 scopus 로고
    • Analysis and evaluation of five short-term load forecasting techniques
    • Nov.
    • I. Moghram and S. Rahman, "Analysis and evaluation of five short-term load forecasting techniques," IEEE Trans. Power Syst., vol. 4, pp. 1484-1491, Nov. 1989.
    • (1989) IEEE Trans. Power Syst. , vol.4 , pp. 1484-1491
    • Moghram, I.1    Rahman, S.2
  • 10
    • 0029250532 scopus 로고
    • Practical experiences with an adaptive neural-network short-term load forecasting system
    • Feb.
    • O. Mohammed, et al., "Practical experiences with an adaptive neural-network short-term load forecasting system," IEEE Trans. Power Syst., vol. 10, pp. 254-265, Feb. 1995.
    • (1995) IEEE Trans. Power Syst. , vol.10 , pp. 254-265
    • Mohammed, O.1
  • 11
    • 0025519319 scopus 로고
    • A regression-based approach to short-term system load forecasting
    • Nov.
    • A. D. Papalexopoulos and T. C. Hesterberg, "A regression-based approach to short-term system load forecasting," IEEE Trans. Power Syst., vol. 5, pp. 1535-1544, Nov. 1990.
    • (1990) IEEE Trans. Power Syst. , vol.5 , pp. 1535-1544
    • Papalexopoulos, A.D.1    Hesterberg, T.C.2
  • 12
    • 0028548319 scopus 로고
    • An implementation of a neural network based load forecasting model for the EMS
    • paper no. 94 WM 209-7 PWRS, Feb.
    • A. D. Papalexopolos, S. Hao, and T. M. Peng, "An implementation of a neural network based load forecasting model for the EMS, " 1994 IEEE PES Winter Meeting, paper no. 94 WM 209-7 PWRS, Feb. 1994.
    • (1994) 1994 IEEE PES Winter Meeting
    • Papalexopolos, A.D.1    Hao, S.2    Peng, T.M.3
  • 14
    • 0027646290 scopus 로고
    • Advancement in the application of neural networks for short-term load forecasting
    • Feb.
    • T. M. Peng, N. F. Hubele, and G. G. Karady, "Advancement in the application of neural networks for short-term load forecasting," IEEE Trans. Power Syst., vol. 8, pp. 1195-1202, Feb. 1993.
    • (1993) IEEE Trans. Power Syst. , vol.8 , pp. 1195-1202
    • Peng, T.M.1    Hubele, N.F.2    Karady, G.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.