메뉴 건너뛰기




Volumn , Issue , 2006, Pages

Electricity load forecast using neural network trained from wavelet-transformed data

Author keywords

Multi layer perceptron; Resolution scale; Wavelet transforms

Indexed keywords

ELECTRIC UTILITIES; MULTILAYER NEURAL NETWORKS; RISK MANAGEMENT; WAVELET TRANSFORMS;

EID: 40849113353     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (34)
  • 1
    • 0031513628 scopus 로고    scopus 로고
    • Combining neural network forecasts on wavelet-transformed time-series
    • A. Aussem, and F. Murtagh, Combining neural network forecasts on wavelet-transformed time-series, Connection Science, 1997, vol. 9, pp.113-121.
    • (1997) Connection Science , vol.9 , pp. 113-121
    • Aussem, A.1    Murtagh, F.2
  • 2
    • 0002378584 scopus 로고    scopus 로고
    • Wavelet-based feature extraction and decomposition strategies for financial forecasting
    • A. Aussem, J. Campbell, and F. Murtagh, Wavelet-based feature extraction and decomposition strategies for financial forecasting, Int. J. of Computational Intelligence in Finance, vol. 6, 1998, pp. 5-12.
    • (1998) Int. J. of Computational Intelligence in Finance , vol.6 , pp. 5-12
    • Aussem, A.1    Campbell, J.2    Murtagh, F.3
  • 3
    • 2442678233 scopus 로고    scopus 로고
    • A neuro-wavelet strategy for web traffic forecasting
    • A. Aussem, and F. Murtagh, A neuro-wavelet strategy for web traffic forecasting, Journal of Official Statistics, vol. 1, 1998, pp. 65-87.
    • (1998) Journal of Official Statistics , vol.1 , pp. 65-87
    • Aussem, A.1    Murtagh, F.2
  • 4
    • 0035251819 scopus 로고    scopus 로고
    • Web traffic demand forecasting using wavelet-based multiscale decomposition
    • A. Aussem, and F. Murtagh, Web traffic demand forecasting using wavelet-based multiscale decomposition, Int. J. Comp. Intell. Sys., vol. 16, 2001, pp. 215-236.
    • (2001) Int. J. Comp. Intell. Sys , vol.16 , pp. 215-236
    • Aussem, A.1    Murtagh, F.2
  • 7
    • 0030286579 scopus 로고    scopus 로고
    • Neural Networks Based Short Term Load Forecasting using weather compensation
    • T.W.S. Chow, and C.T. Leung, Neural Networks Based Short Term Load Forecasting using weather compensation, Proc. of the IEEE, 1996, pp. 1736-1742.
    • (1996) Proc. of the IEEE , pp. 1736-1742
    • Chow, T.W.S.1    Leung, C.T.2
  • 8
    • 0034274660 scopus 로고    scopus 로고
    • Multirate, multiresolution, recursive Kalman filter
    • R. Cristi, and M. Tummula, Multirate, multiresolution, recursive Kalman filter. Signal Processing, vol. 80, 2000, pp. 1945-1958.
    • (2000) Signal Processing , vol.80 , pp. 1945-1958
    • Cristi, R.1    Tummula, M.2
  • 10
    • 0023563676 scopus 로고
    • Short-term load forecasting
    • G. Gross, and R. Galiana, Short-term load forecasting, Proc. IEEE, vol. 75, no. 12, 1987, pp. 1558-1572.
    • (1987) Proc. IEEE , vol.75 , Issue.12 , pp. 1558-1572
    • Gross, G.1    Galiana, R.2
  • 11
    • 0023399522 scopus 로고
    • The time series approach to short-term load forecasting
    • M.T. Hagan, and S.M. Behr, The time series approach to short-term load forecasting, IEEE Trans. Power Sys., vol. 2, 3, 1987, pp. 785-791.
    • (1987) IEEE Trans. Power Sys , vol.2 , Issue.3 , pp. 785-791
    • Hagan, M.T.1    Behr, S.M.2
  • 14
    • 0035248045 scopus 로고    scopus 로고
    • Neural-Networks for short term load forecasting: A review and evaluation
    • H.B. Hipert, C.E. Pedreira, et al., Neural-Networks for short term load forecasting: a review and evaluation, IEEE Trans. on Power Systems, vol. 16, 2001, pp. 44-55.
    • (2001) IEEE Trans. on Power Systems , vol.16 , pp. 44-55
    • Hipert, H.B.1    Pedreira, C.E.2
  • 15
    • 2342571479 scopus 로고    scopus 로고
    • A fuzzy-neural approach to electricity load and spot-price forecasting in a deregulated electricity market
    • V. Iyer, Chum Che Ring, and T. Gedeon, A fuzzy-neural approach to electricity load and spot-price forecasting in a deregulated electricity market, TENCON'3, Conf. on Convergent Technologies for Asia-Pacific Region, vol. 4, 2003, pp. 1479-1482.
    • (2003) TENCON'3, Conf. on Convergent Technologies for Asia-Pacific Region , vol.4 , pp. 1479-1482
    • Iyer, V.1    Che Ring, C.2    Gedeon, T.3
  • 16
    • 79958226099 scopus 로고
    • Artificial Neural Network for Forecasting daily Loads of a Canadian Electric Utility
    • B.S. Kermanshahi, C.H. Poskar, G. Swift, W. Buhr, and A. Silik, Artificial Neural Network for Forecasting daily Loads of a Canadian Electric Utility, Proc. of the IEEE, 1993, pp. 302-307.
    • (1993) Proc. of the IEEE , pp. 302-307
    • Kermanshahi, B.S.1    Poskar, C.H.2    Swift, G.3    Buhr, W.4    Silik, A.5
  • 17
    • 0026818086 scopus 로고
    • Short Term Load Forecasting using a Multi Layer Neural Network with adaptive Learning Algorithm
    • Kun-Leung Ho, Yuan Yih, and Chien-Cluen Yang, Short Term Load Forecasting using a Multi Layer Neural Network with adaptive Learning Algorithm, Proc. of the IEEE, 1992, pp. 141-149.
    • (1992) Proc. of the IEEE , pp. 141-149
    • Ho, K.-L.1    Yih, Y.2    Yang, C.-C.3
  • 18
    • 0024001840 scopus 로고    scopus 로고
    • An expert system based algorithm for short term load forecasting
    • I. Moghram, and R. Saifur, An expert system based algorithm for short term load forecasting, IEEE Trans. Power Sys., 3 (2) 1998, pp. 392-399.
    • (1998) IEEE Trans. Power Sys , vol.3 , Issue.2 , pp. 392-399
    • Moghram, I.1    Saifur, R.2
  • 19
    • 0024764917 scopus 로고
    • Analysis and Evaluation of Five Short-Term Load Forecasting Techniques
    • I. Moghram, and R. Saifur, Analysis and Evaluation of Five Short-Term Load Forecasting Techniques, Proc. of the IEEE Trans. On Power Sys., vol. 4, no. 4, 1989, pp. 1484-1491.
    • (1989) Proc. of the IEEE Trans. On Power Sys , vol.4 , Issue.4 , pp. 1484-1491
    • Moghram, I.1    Saifur, R.2
  • 21
    • 0025519319 scopus 로고
    • A regression-based approach to short-term system load forecasting
    • A.D. Papalexopoulos, and T.C. Hesterberg, A regression-based approach to short-term system load forecasting, IEEE Trans. On Power Systems, vol. 5, no. 4, 1990, pp. 1535-1547.
    • (1990) IEEE Trans. On Power Systems , vol.5 , Issue.4 , pp. 1535-1547
    • Papalexopoulos, A.D.1    Hesterberg, T.C.2
  • 22
    • 0026151476 scopus 로고
    • Electricity load forecasting using an artificial neural network
    • D.C. Park, M.A. El-Sharkawi, and R.J. Marks, Electricity load forecasting using an artificial neural network, IEEE Trans. Power Sys., vol. 6, no. 2, 1991, pp. 442-449.
    • (1991) IEEE Trans. Power Sys , vol.6 , Issue.2 , pp. 442-449
    • Park, D.C.1    El-Sharkawi, M.A.2    Marks, R.J.3
  • 23
    • 0001740849 scopus 로고    scopus 로고
    • Effect of probabilistic inputs on neural network-based electric load forecasting
    • D.K. Ranaweera, et al., Effect of probabilistic inputs on neural network-based electric load forecasting, IEEE Trans. N. Networks, vol. 7, no. 6, 1996, pp. 1528-1532.
    • (1996) IEEE Trans. N. Networks , vol.7 , Issue.6 , pp. 1528-1532
    • Ranaweera, D.K.1
  • 24
    • 40849143032 scopus 로고    scopus 로고
    • O. Renaud, J.L. Starck, and F. Murtagh, Prediction based a multi-scale decomposition, Int. J. Wavelets, Multi-resolution and Information Processing, 1, no. 2, 2003, pp. 217-232.
    • O. Renaud, J.L. Starck, and F. Murtagh, Prediction based a multi-scale decomposition, Int. J. Wavelets, Multi-resolution and Information Processing, vol. 1, no. 2, 2003, pp. 217-232.
  • 27
    • 0034301780 scopus 로고    scopus 로고
    • The long-term memory prediction by multiscale decomposition
    • S. Soltani, D. Boichu, P. Simard, and S. Canu, The long-term memory prediction by multiscale decomposition, Signal Processing, vol. 80, 2000, pp. 2195-2205.
    • (2000) Signal Processing , vol.80 , pp. 2195-2205
    • Soltani, S.1    Boichu, D.2    Simard, P.3    Canu, S.4
  • 28
    • 0026254768 scopus 로고
    • A General Regression Neural Network
    • D.F. Specht, A General Regression Neural Network, IEEE Transaction on Neural Networks, vol. 2, no. 6, 1991, pp. 568-576.
    • (1991) IEEE Transaction on Neural Networks , vol.2 , Issue.6 , pp. 568-576
    • Specht, D.F.1
  • 33
    • 0035964832 scopus 로고    scopus 로고
    • An Adaptive Neural-Wavelet for Short Term Load Forecasting
    • B.L. Zhang, and Z.Y. Dong, An Adaptive Neural-Wavelet for Short Term Load Forecasting, Int. J. of Electric Power Systems Research. vol. 59, 2001, pp. 121-129.
    • (2001) Int. J. of Electric Power Systems Research , vol.59 , pp. 121-129
    • Zhang, B.L.1    Dong, Z.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.