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

In SmartMeterAnalytics: Methods for Smart Meter Data Analysis

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 [e-mail]

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