Civil Engineering Reference
In-Depth Information
Fig. 4.33
Conditions of validation set 3.
a
Room occupation.
b
Window aperture.
c
HVAC system
a day with passing clouds. In addition, a short-term horizon equal to 15 samples,
i.e.15min has been used. The obtained results (Pawlowski et al.
2010
) are quite good
since a precise approximation is obtained with all the analysed methods.
4.4.2 Artificial Neural Networks
Finally, ANN can be also used to obtain disturbance models since, as mentioned
previously within the room climate ANN approximation, their design is based on
training and it is not necessary to perform any statistical assumption for the training
