Table 2 Included features
Attribute | Description |
|---|---|
Power rolling week mean | Rolling mean considering a lag of 1 week, using a rolling window size of 1 week |
Power rolling day mean | Rolling mean considering a lag of 1 day using a rolling window size of 1 day |
Power week lag 3 h mean | Rolling means considering a 1-week lag, using a rolling window size of 3 h |
Power day lag 3 h mean | Rolling mean considering a lag of 1 day, using a rolling window size of 3 h |
Site fuse limit | The fuse limit of the site in W |
Number of charging points | The number of charging points for the site |
Holiday | Categorical encoded; 1 if German holiday, 0 if not |
Weekday | Categorical encoded weekdays |
Sine time of year | Encoded cyclical continuous feature time of year with sine |
Cosine time of year | Encoded cyclical continuous feature time of year with cosine |
Sine time of day | Encoded cyclical continuous feature time of day with sine |
Cosine time of day | Encoded cyclical continuous feature time of day with cosine |