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

  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},
  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
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