Research Article

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

Table 8

The recognition results based on the proposed method and MRVM-based method.

MethodsAccuracy (%)Standard deviation
Max.Min.Mean

The proposed method97.5092.5095.540.01669
MRVM-based method [33]93.3388.3390.490.01735