Multi-channel noise-resistant transformer with multiscale adaptive fusion for fault diagnosis of rotating machinery
Multiscale fusion-based fault diagnosis methods can exploit complementary fault information across different scales and are therefore effective in improving diagnostic accuracy. However, when noisy multiscale information is represented or fused, noise components from different scales tend to interfere with one anothe...