SUMMARY
VMD methods have also provided good performance in planetary gearbox research, as was executed by Feng et_al using joint VMD-based amplitude and frequency demodulation analysis and by Yong Li et_al using VMD power spectral entropy and deep neural_networks (DNNs). Compared with other data-driven models, the LSTM neural_network shows better prediction results, but the model performance is still vulnerable to the influence of data series and initial values of model parameters. Sun constructed the idea of "decomposition-prediction- reconstruction" and used a variational mode decomposition LSTM neural_network model for runoff prediction of the Three Gorges reservoir . . .
If you want to have access to all the content you need to log in!
Thanks :)
If you don't have an account, you can create one here.