Short-term load forecasting method based on wavelet and reconstructed phase space

@article{Liu2005ShorttermLF,
  title={Short-term load forecasting method based on wavelet and reconstructed phase space},
  author={Zun-Xiong Liu},
  journal={2005 International Conference on Machine Learning and Cybernetics},
  year={2005},
  volume={8},
  pages={4813-4817 Vol. 8}
}
  • Zun-Xiong Liu
  • Published 2005 in
    2005 International Conference on Machine Learning…
This paper proposed a multi-scale prediction model for short-term electric load, which makes merit of wavelet decomposition and different local approximation algorithm in reconstructed phase space. The load series are non-stationary, observed from a chaotic dynamical system. With the view of wavelet multi-resolution analysis, the original load series are decomposed with A Trous algorithm into a relatively stationary approximation and a set of detail coefficients, which are taken as independent… CONTINUE READING
4 Citations
15 References
Similar Papers

References

Publications referenced by this paper.
Showing 1-10 of 15 references

Combining neural network forecasts on wavelet2transfomed time series

  • F. Aussen A et Murtagh
  • 1997
2 Excerpts

Combining neural network forecasts on wavelet 2 t Connection Science

  • B. Zhang
  • 1997

Neural Network-Based Electric Load Forecasting System[J

  • A Kholtanzad, Atlhami-Rohani, ANNSTLF-A
  • IEEE Trans. On Neural Network,
  • 1997
2 Excerpts

Practical method for determining the minimum embedding dimension of a scalar time series

  • L. Cao
  • Physcai D,
  • 1997
2 Excerpts

Predicting chaotic ti series

  • D. J. Farmer
  • Physcai D
  • 1997

A daily peak load forecasting system using a chaotic time series[C

  • Jae Gyun Choi, Jong Keun Park, Kwang-Ho Kim
  • roceedings of International Conference on…
  • 1996
3 Excerpts

Effect of probabilisticinputs on neural network - based electric load forecasting

  • G. G. Karady D. K. Ranaweera, R. G. Farmer
  • IEEE Trans . Neural Works
  • 1996

Short-term load forecasting with chaos time series analysis[C

  • H Mori, S Urano
  • Proceedings of International Conference on…
  • 1996
1 Excerpt

Similar Papers

Loading similar papers…