A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks

@article{Liu2011ANM,
  title={A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks},
  author={Zhigang Liu and Wenfan Li and Wanlu Sun},
  journal={Neural Computing and Applications},
  year={2011},
  volume={22},
  pages={271-277}
}
This paper aims to develop a load forecasting method for short-term load forecasting based on multiwavelet transform and multiple neural networks. Firstly, a variable weight combination load forecasting model for power load is proposed and discussed. Secondly, the training data are extracted from power load data through multiwavelet transform. Lastly, the obtained data are trained through a variable weight combination model. BP network, RBF network and wavelet neural network are adopted as the… CONTINUE READING