Research Article
Fault Isolation for Nonlinear Systems Using Flexible Support Vector Regression
Table 1
Diagnostic performance of F-SVR and LS-SVR.
| Operating
status | Residuals () | Number of SVs () | Parameters setting | | F-SVR | LS-SVR | F-SVR | LS-SVR | F-SVR | LS-SVR |
| | Normal () | 15.912 | 16.231 | 26 | 23 | Auto | Manual | | Overcurrent () | 11.296 | 14.131 | 38 | 28 | Auto | Manual | | Learning excitation () | 17.104 | 17.932 | 23 | 20 | Auto | Manual |
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