mutate_to_log

Logarithmic transformation to ConnectionStartDateTime and ConnectionHours variables

internal

Tools for modelling electric vehicle charging sessions into
generic groups with similar connection patterns called "user profiles",
using Gaussian Mixture Models clustering. The clustering and profiling
methodology is described in Cañigueral and Meléndez (2021, ISBN:0142-0615)
<doi:10.1016/j.ijepes.2021.107195>.

Marc Cañigueral

evprof

Electric Vehicle Charging Sessions Profiling and Modelling

mutate_to_log function

<dl><dt>sessions</dt>
<dd>sessions data set in standard format.</dd>
<dt>start</dt>
<dd>integer, start hour in the x axis of the plot.</dd>
<dt>base</dt>
<dd>logarithmic base</dd></dl>

Arguments

Logarithmic transformation to ConnectionStartDateTime and ConnectionHours variables — mutate_to_log

<dl>

<dt>sessions</dt>
<dd>sessions data set in standard format.</dd>


<dt>start</dt>
<dd>integer, start hour in the x axis of the plot.</dd>


<dt>base</dt>
<dd>logarithmic base</dd>

</dl>

mutate_to_log: Logarithmic transformation to ConnectionStartDateTime and ConnectionHours variables

Description

Usage

Arguments