SmartMeterAnalytics (version 1.1.1)

occupancy_cluster: 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)

Value

list with cluster assignments and the k-Means clustering model

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)

Author

Konstantin Hopf