Table 1.
Case # | OST Dataset (high- RRP® conductor): Extrapolation test cases | RMSFD (%) | RMSE (%) | |
---|---|---|---|---|
Test case with all free parameters | ||||
1 | All parameters simultaneously fitted (to show the large extrapolation errors when fitting all the scaling parameters) | 58.1 | ||
| ||||
Polynomial , Taylor (2005) | ||||
2 | Durham: | polynomial | 15.7 | 0.200 |
3 | ESE: | polynomial | 7.1 | 0.115 |
| ||||
Deviatoric , ten Haken (1994), Godeke et al (2006), Arbelaez et al (2009), Mentink (2008,2014) | ||||
4 | G/ITER: | deviatoric | 11.7 | 0.156 |
5 | ESE: | deviatoric | 7.0 | 0.114 |
| ||||
6 | MAG: | deviatoric | 9.5 | 0.130 |
7 | ESE: | deviatoric | 7.7 | 0.114 |
| ||||
Extended Power Law , NIST (Ekin 2006) | ||||
8 | ESE: | extended power law | 7.3 | 0.126 |
9 | ESE: | extended power law | 6.8 | 0.110 |
10 | ESE: | extended power law | 7.0 | 0.114 |
| ||||
Invariant Strain Function , Markiewicz (2006) | ||||
11 | ESE: | invariant strain | 6.9 | 0.112 |
| ||||
Exponential , CERN (Bordini et al 2013) | ||||
12 | ESE: | exponential | 8.7 | 0.131 |
13 | ESE: | exponential | 8.3 | 0.121 |
14 | ESE: | exponential , | 15.6 | 0.189 |
15 | ESE: | exponential | 8.5 | 0.128 |
was trimmed below 200 AT for table 1 and below 125 AT for table 2 to minimize flux creep effects at the lowest levels (near and ). The specific trim level (discussed further in section 3.8) had negligible effect on the RMSE, but did affect the RMSFD results. Therefore, the RMSE results are general, whereas the RMSFD results are restricted to comparisons within each table. [The difference in table-to-table RMSFD levels depends on the trim level set relative to the conductor’s or value. That is, the relative trim level was lower (not as restrictive) for the OST-RRP® conductor because it is normalized by significantly higher and values, compared to the WST-ITER conductor ( for the OST-RRP® dataset, versus 0.7% for the WST-ITER dataset). This resulted in the inclusion of more outlier data points for the OST-RRP® dataset at the extremes.]