Online Model Learning of Buildings Using Stochastic Hybrid Systems Based on Gaussian Processes

Figure 21

Evaluating model learning efficiency and performance of the north zone in the five-zone building using different training dataset sizes, with a comparison between the full GP model and the SHS model. (a) Average learning time. (b) Prediction error statistics using RMSE.

(a)

(b)