Research Article

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

Table 2

Performance metrics for the prediction of the zone air temperature, with a comparison between the SHS model and the full GP model.

  West zone East zone
Full GP SHS Full GP SHS

RMSE 0.05 0.06 0.07 0.06
MRSE 0.008 0.009 0.01 0.009
Max. 0.6 1.03 0.6 0.8