Figure - available via license: Creative Commons Attribution 4.0 International
Content may be subject to copyright.
Download
View publication
Comparison of model forecasting accuracy under 5 sliding window lengths 252

Comparison of model forecasting accuracy under 5 sliding window lengths 252

Source publication
Comparison of model forecasting accuracy under 5 sliding window lengths 252
The MSE of the model prediction results for each sliding window length...
Comparison of processing speeds for each models 290
Short-term Charging Load Forecasting for Electric Vehicles with a Multilayer LSTM Model Considering Sliding Windows and Online Learning
Preprint
Full-text available
  • May 2024
As the large-scale development of electric vehicles (EVs), accurate short-term charging load forecasting for EVs is the basis of vehicle to grid (V2G) interaction. In this paper, considering the uncertainties of EV users' charging behavior, a multi-layer Long Short-Term Memory (LSTM) model considering sliding windows and online learning is proposed...
Cite
Download full-text