1DCNN layer structure is the same as MC1DCNN as far as possible. From Table 4, it can be seen that the AMVMD-MC1DCNN model proposed in this paper has the highest diagnosis accuracy. Table 4. Diagnosis accuracy of various fault diagnosis models. In order to verify the advantages of ...