Skip to Main Content
Table 3

Grey-box model performance under different scenarios

Scenario indexSNH1
SNH2
SNH3
Training set
Testing set
Training set
Testing set
Training set
Testing set
R2NRMSER2NRMSER2NRMSER2NRMSER2NRMSER2NRMSE
0.92 0.10 0.93 0.10 0.94 0.08 0.94 0.09 0.91 0.13 0.90 0.23 
0.97 0.06 0.97 0.06 0.97 0.07 0.97 0.05 0.95 0.07 0.96 0.33 
0.97 0.06 0.97 0.06 0.96 0.07 0.97 0.06 0.95 0.13 0.95 0.53 
0.97 0.06 0.88 0.24 0.97 0.06 0.86 0.32 0.95 0.08 0.84 1.08 
4a 0.95 0.23 0.93 0.08 0.91 0.48 0.92 0.09 0.86 1.37 0.93 0.29 
0.97 0.06 0.94 0.11 0.97 0.06 0.93 0.16 0.96 0.08 0.90 0.82 
5a 0.97 0.10 0.95 0.07 0.96 0.17 0.94 0.08 0.94 0.35 0.92 0.35 
Scenario indexSNH1
SNH2
SNH3
Training set
Testing set
Training set
Testing set
Training set
Testing set
R2NRMSER2NRMSER2NRMSER2NRMSER2NRMSER2NRMSE
0.92 0.10 0.93 0.10 0.94 0.08 0.94 0.09 0.91 0.13 0.90 0.23 
0.97 0.06 0.97 0.06 0.97 0.07 0.97 0.05 0.95 0.07 0.96 0.33 
0.97 0.06 0.97 0.06 0.96 0.07 0.97 0.06 0.95 0.13 0.95 0.53 
0.97 0.06 0.88 0.24 0.97 0.06 0.86 0.32 0.95 0.08 0.84 1.08 
4a 0.95 0.23 0.93 0.08 0.91 0.48 0.92 0.09 0.86 1.37 0.93 0.29 
0.97 0.06 0.94 0.11 0.97 0.06 0.93 0.16 0.96 0.08 0.90 0.82 
5a 0.97 0.10 0.95 0.07 0.96 0.17 0.94 0.08 0.94 0.35 0.92 0.35 

aIndicates parameters are re-estimated based on the testing set and validated based on the training set, when the conditions (temperature and SRT) have changed.

Close Modal

or Create an Account

Close Modal
Close Modal