Get the EV model object of class evmodel — get_ev

Get the EV model object of class evmodel

Usage

get_ev_model(
  names,
  months_lst = list(1:12, 1:12),
  wdays_lst = list(1:5, 6:7),
  connection_GMM,
  energy_GMM,
  connection_log,
  energy_log,
  data_tz
)

Arguments

names: character vector with the given names of each time-cycle model
months_lst: list of integer vectors with the corresponding months of the year for each time-cycle model
wdays_lst: list of integer vectors with the corresponding days of the week for each model (week start = 1)
connection_GMM: list of different connection bivariate GMM obtained from get_connection_models
energy_GMM: list of different energy univariate GMM obtained from get_energy_models
connection_log: logical, true if connection models have logarithmic transformations
energy_log: logical, true if energy models have logarithmic transformations
data_tz: character, time zone of the original data (necessary to properly simulate new sessions)

Value

object of class evmodel

Examples

# The package evprof provides example objects of connection and energy
# Gaussian Mixture Models obtained from California's open data set
# (see California article in package website) created with functions
# `get_connection models` and `get_energy models`.

# For workdays sessions
workdays_connection_models <- evprof::california_GMM$workdays$connection_models
workdays_energy_models <- evprof::california_GMM$workdays$energy_models

# For weekends sessions
weekends_connection_models <- evprof::california_GMM$weekends$connection_models
weekends_energy_models <- evprof::california_GMM$weekends$energy_models

# Get the whole model
ev_model <- get_ev_model(
  names = c("Workdays", "Weekends"),
  months_lst = list(1:12, 1:12),
  wdays_lst = list(1:5, 6:7),
  connection_GMM = list(workdays_connection_models, weekends_connection_models),
  energy_GMM = list(workdays_energy_models, weekends_energy_models),
  connection_log = TRUE,
  energy_log = TRUE,
  data_tz = "America/Los_Angeles"
)