model_with_CP: Changepoint algorithms using outside air temperature.

In kW-Labs/nmecr: An implementation of peer-reviewed energy data analysis algorithms for site-specific M&V

Changepoint algorithms using outside air temperature.

Description

This function builds an energy use model using the four changepoint algorithms: Three Parameter Cooling (3PC), Three Parameter Heating (3PH), Four Parameter Linear Model (4P), Five Parameter Linear Model (5P).

Usage

model_with_CP(training_data = NULL, model_input_options = NULL)

Arguments

training_data	Training dataframe and operating mode dataframe. Output from create_dataframe
model_input_options	List with model inputs specified using assign_model_inputs

Value

a list with the following components:

model

an lm object

training_data

training dataframe along with the model_fit values

model_input_options

model_input_options from the input along with additional model specifications.

kW-Labs/nmecr documentation built on May 6, 2024, 9:28 p.m.