Research Article

Milling Tool Wear State Recognition by Vibration Signal Using a Stacked Generalization Ensemble Model

Table 6

The detailed information of selected main features.

SignalFeaturesNumber of featuresTotal

X-directional vibration signalMean, RMS, amplitude of TPF8, 2, 13
Y-directional vibration signalMean, peak, RMS, variance, skewness, amplitude of TPF, IMF111, 4, 10, 9, 7, 3, 57
Z-directional vibration signalPeak, RMS6, 122