occupancy_cluster: Determines two clusters of high and low consumption times...

View source: R/F_occupancy_cluster.R

occupancy_clusterR 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


SmartMeterAnalytics documentation built on June 8, 2025, 1:55 p.m.