Optimization of Artificial Neural Networks Based on Chaotic Time Series in Power Load Forecasting Model

@article{Wang2008OptimizationOA,
  title={Optimization of Artificial Neural Networks Based on Chaotic Time Series in Power Load Forecasting Model},
  author={Yong-li Wang and Dongxiao Niu and Jiang-Yan Liu},
  journal={2008 Fourth International Conference on Natural Computation},
  year={2008},
  volume={2},
  pages={106-110}
}
According to the chaotic and non-linear characters of power load data, the model of artificial neural networks ANN based on Lyapunov exponents was established. The time series matrix was established according to the theory of phase-space reconstruction, and then Lyapunov exponents was computed to determine time delay and embedding dimension. Then artificial… CONTINUE READING