**3. Results**

#### *3.1. Energy Consumption Dataset*

We registered the power consumption emitted by the artificial lighting system as a function of the light recipe, including parameters such as intensity; R, G, B, and W quality; frequency; and duty cycle. Table 1 represents the first dataset obtained through the process described in Section 2 (Figure 2). The evaluated energy consumption contained different ranges depending on the directly configured parameters. However, applying specific value ranges to the inputs affects the priority assigned to each one.

Endeavoring not to affect the input priorities, a new scaled dataset with min-max normalization was generated according to the equations defined in Section 2.3. Table 2 shows the data obtained after applying the equations corresponding to each input and output variable. The data represent the ranges from 0 to 1 after normalization. A value of 0 corresponds to the minimum value identified for that variable, while 1 is the maximum.


**Table 1.** First 15 measurements of the dataset generated.

**Table 2.** First 15 scaled dataset measurements.

