From: Model Parameter Transfer for Gear Fault Diagnosis under Varying Working Conditions
Model | DA1 | DA2 | DA3 | DA4 | DA5 | DA6 | DA7 | DA8 | DA9 | DA10 |
---|---|---|---|---|---|---|---|---|---|---|
LSSVM | 0.868 | 0.860 | 0.876 | 0.876 | 0.868 | 0.860 | 0.876 | 0.876 | 0.876 | 0.876 |
MTL | 0.932 | 0.884 | 0.932 | 0.924 | 0.896 | 0.904 | 0.892 | 0.900 | 0.920 | 0.884 |
TCA | 0.900 | 0.880 | 0.952 | 0.960 | 0.900 | 0.924 | 0.916 | 0.928 | 0.944 | 0.924 |
DSM | 0.936 | 0.948 | 0.960 | 0.918 | 0.896 | 0.928 | 0.956 | 0.956 | 0.952 | 0.900 |
ELSSVM | 0.936 | 0.884 | 0.956 | 0.936 | 0.928 | 0.896 | 0.948 | 0.940 | 0.928 | 0.900 |
NMPT | 0.988 | 0.980 | 0.988 | 0.984 | 0.968 | 0.980 | 0.968 | 0.964 | 0.952 | 0.944 |