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Volumn 9, Issue 2, 2011, Pages 257-266

Levenberg-Marquardt recurrent networks for long-term electricity peak load forecasting

Author keywords

Elman and Jordan recurrent neural network; Levenberg Marquardt algorithm; Long term peak load forecasting

Indexed keywords

ELECTRIC POWER PLANT LOADS; FORECASTING; RECURRENT NEURAL NETWORKS;

EID: 84883601421     PISSN: 16936930     EISSN: 2087278X     Source Type: Journal    
DOI: 10.12928/telkomnika.v9i2.696     Document Type: Article
Times cited : (16)

References (16)
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  • 5
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    • Long-term Load Forecasting and Economical Operation of Wind Farms for Egyptian Electrical Network
    • El-Ela AA. El-Zeftawy AA, Allam SM, Atta GM. Long-term Load Forecasting and Economical Operation of Wind Farms for Egyptian Electrical Network. Electric Power Systems Research. 2009; 79: 1032-1037.
    • (2009) Electric Power Systems Research , vol.79 , pp. 1032-1037
    • El-Ela, A.A.1    El-Zeftawy, A.A.2    Allam, S.M.3    Atta, G.M.4
  • 6
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    • Long-term Electric Load Forecasting Using Dynamic Neural Network Architecture
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    • (1993) Joint International Power Conference Athens Power Tech , vol.2 , pp. 816-820
    • Parlos, A.G.1    Patton, A.D.2
  • 8
    • 0028543366 scopus 로고
    • Training Feedforward Networks with the Marquardt Algorithm
    • Hagan MT, Menhaj MB. Training Feedforward Networks with the Marquardt Algorithm. IEEE Transactions on Neural Networks. 1994; 5(6): 989-993.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2
  • 9
    • 54549106985 scopus 로고    scopus 로고
    • Methods for Long-term Electric Load Demand Forecasting: A Comprehensive Investigation
    • Chengdu
    • Ghods L, Kalantar M. Methods for Long-term Electric Load Demand Forecasting: A Comprehensive Investigation. IEEE International Conference on Industrial Technology. Chengdu. 2008: 1-4.
    • (2008) IEEE International Conference on Industrial Technology , pp. 1-4
    • Ghods, L.1    Kalantar, M.2
  • 12
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    • Improving The Learning Speed of 2-Layer Neural Networks by Choosing Initial Values of The Adaptive Weights
    • The International Joint Conference on Neural Networks, San Diego
    • Nguyen D, Widrow B. Improving The Learning Speed of 2-Layer Neural Networks by Choosing Initial Values of The Adaptive Weights. The International Joint Conference on Neural Networks. San Diego.1990; Volume 3: 21-26.
    • (1990) , vol.3 , pp. 21-26
    • Nguyen, D.1    Widrow, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.