UKload {qgam} | R Documentation |
UK electricity load data
Description
Dataset on UK electricity demand, taken from the national grid (https://www.nationalgrid.com/).
Usage
data(UKload)
Format
UKload
contains the following variables:
- NetDemand
net electricity demand between 11:30am and 12am.
- wM
instantaneous temperature, averaged over several English cities.
- wM_s95
exponential smooth of
wM
, that iswM_s95[i] = a*wM_s95[i-1] + (1-a)*wM[i]
witha=0.95
.
- Posan
periodic index in
[0, 1]
indicating the position along the year.- Dow
factor variable indicating the day of the week.
- Trend
progressive counter, useful for defining the long term trend.
- NetDemand.48
lagged version of
NetDemand
, that isNetDemand.48[i] = NetDemand[i-2]
.- Holy
binary variable indicating holidays.
- Year
should be obvious.
- Date
should be obvious.
Details
See Fasiolo et al. (2017) for details.
Value
matrix of replicate data series
References
Fasiolo, M., Goude, Y., Nedellec, R. and Wood, S. N. (2017). Fast calibrated additive quantile regression. Available at https://arxiv.org/abs/1707.03307.
Examples
library(qgam)
data(UKload)
plot(UKload$NetDemand, type = 'l')