| occupancy_cluster {SmartMeterAnalytics} | R Documentation |
Determines two clusters of high and low consumption times (e.g., non-ocupancy during holidays)
Description
Determines two clusters of high and low consumption times (e.g., non-ocupancy during holidays)
Usage
occupancy_cluster(consumption, n_days_check = 4, sds_between_clusters = 1.5)
Arguments
consumption |
the consumption time series |
n_days_check |
number of consecutive days that should be considered as a minimal cluster |
sds_between_clusters |
the multiples of standatd deviation that must be at least between the cluster centers (decimal number) |
Value
list with cluster assignments and the k-Means clustering model
Author(s)
Konstantin Hopf konstantin.hopf@uni-bamberg.de
[Package SmartMeterAnalytics version 1.0.3 Index]