Research Article

Magnetic-Acoustic Feature Extraction and Damage Fusion Evaluation of 45 Steel Specimens during Fatigue Process for Remanufacturing

Table 2

Mean value and variance of the magnetic-acoustic feature parameters (1000 cycles).

Feature parametersMean valueVariance

Cumulative ringing count109477511659
Energy (proportion of frequency band 1)43.50.389
Amplitude (singularity index)0.10.0172
MSE(Hp(y))avg0.026.67 × 10−5
MSE(K)avg0.990149.86 × 10−6