EV-forecast

Develop EV-charging-demand-forecast-algorithm based on ACN-Data Dataset from Caltech. Data set is avaiable from ACN-Data.

当面の目標

ベイズ推定による確率的予測を実装する

Related work

D. Kodaira and J. Kondoh, "Probabilistic Forecasting Model for Non-normally Distributed EV Charging Demand," 2020 International Conference on Smart Grids and Energy Systems (SGES), 2020, pp. 623-626. doi:10.1109/SGES51519.2020.00116