Research Article

Fault Diagnosis Method of Rotating Machinery Based on Collaborative Hybrid Metaheuristic Algorithm to Optimize VMD

Table 4

Performance comparison of different optimization methods.

MethodsRunning timeDifference between parameter selection result and theoretical real value (difference ratio on frequency axis, unit: ‰)

Ergodic method0.08 (158.4)
MOEA9.44 (214.6)
NSGA II0.28 (159.6)
MOPSO5.08 (188.4)
NSGA II MOPSO0.08 (158.4)