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Table 1 Comparison of the simulation time in seconds with and without surrogate model in the upper table

From: Towards domain-specific surrogate models for smart grid co-simulation

Summary

Groups

Number

Sum

Mean

Variance

 

Simulation

20

443.567603

22.178380

1.442116

 

Surrogate

20

153.807383

7.690369

0.117840

 

Overall:

40

597.374986

14.934375

53.255594

 

Analysis of variance

Source

SS

DF

MS

F-value

p-value

Between groups

2099.024621

1

2099.024621

2556.576532

1.82 · 10 −36

Within groups

31.199119

38

0.821029

  

Total

2130.223740

39

   
  1. In the lower table, the results of the analysis of variance is shown. The abbreviations are: sum of squares (SS), degree of freedom (DF) and mean sum of squares (MS)