california_GMM: Gaussian Mixture Models examples

In evprof: Electric Vehicle Charging Sessions Profiling and Modelling

Gaussian Mixture Models examples

Description

Example of connection and energy GMM obtained from functions get_connection_models and get_energy_models respectively. They have been created using an Open source data set of EV charging sessions provided by ACN. More information about the development of the model in the evprof website: https://mcanigueral.github.io/evprof/articles/california.html

Usage

california_GMM

Format

list

connection_models

Tibble with the parameters of the bi-variate (connection start time and connection duration) GMM from the working/weekend days sessions of the California data set obtained from get_connection_models

energy_models

Tibble with the parameters of the uni-variate (energy) GMM from the working/weekend days sessions of the California data set obtained from get_energy_models

Source

https://mcanigueral.github.io/evprof/articles/california.html

evprof documentation built on May 29, 2024, 2:36 a.m.