Energy consumption

This is one of the tabular datasets provided with the NeurEco installation. This test case involves the prediction of energy consumption, in a given moment, of a chalet’s heating system, using meteorological data and the temperature difference between the inside and the outside. The \(1\) output and \(5\) input features of this test case are as follows:

Inputs	Outputs
delta_t : temp diff	Energy consumption
wind direction
wind speed (m/s)
SW: Sunshine energy input
HR% ext: relative humidity

This test case is provided with the following files:

• training data set containing \(1135\) samples

  • x_train.csv: the training inputs file

  • y_train.csv: the training targets file

• testing data set containing \(200\) samples

  • x_test.csv: the testing inputs file

  • y_test.csv: the testing targets file