Research Article

A Novel Shearer Cutting State Recognition Method Based on Improved Variational Mode Decomposition and LSSVM with Acoustic Signals

Table 1

Optimization results of the simulated signal.

MethodsPosition of optimal particleOptimal IO value

GSA-VMD[4, 4936]2.1714 × 10−4
IGSA-VMD[4, 4999]1.3710 × 10−4