Table 2.
Measures taken into account in training diagnostic models.
| Symbol | Description | Frequency Band | |
|---|---|---|---|
| 1 | ax_rms_(1000.0, 2500.0) | Rms value of vibration acceleration | 1.0–2.5 kHz |
| 2 | ax_rms_(7000.0, 8000.0) | Rms value of vibration acceleration | 7.0–8.0 kHz |
| 3 | ax_mean_peak | Average peak value of vibration accelerations | Full |
| 4 | ax_CF | Crest factor of the vibration acceleration signal | |
| 5 | ax_FF | Form factor of the vibration acceleration signal | |
| 6 | ax_f.Ricea | Rice frequency | |
| 7 | ay_rms_(1500.0, 2500.0) | Rms value of vibration acceleration | 1.5–2.5 kHz |
| 8 | ay_rms_(3000.0, 3500.0) | Rms value of vibration acceleration | 3.0–3.5 kHz |
| 9 | ay_rms_(7500.0, 8000.0) | Rms value of vibration acceleration | 7.5–8.0 kHz |
| 10 | ay_rms_(11,000.0, 11,500.0) | Rms value of vibration acceleration | 11.0–11.5 kHz |
| 11 | ay_mean_peak | Average peak value of vibration accelerations | Full |
| 12 | ay_avg | Average value of the vibration acceleration signal | |
| 13 | ay_CF | Crest factor of the vibration acceleration signal | |
| 14 | ay_FF | Form factor of the vibration acceleration signal | |
| 15 | ay_IF | Impulse factor for vibration acceleration | |
| 16 | ay_kurt | Vibration acceleration kurtosis | |
| 17 | az_mean_peak | Average peak value of vibration accelerations | Full |
| 18 | az_avg | Average value of the vibration acceleration signal | |
| 19 | az_CF | Crest factor of the vibration acceleration signal | |
| 20 | az_FF | Form factor of the vibration acceleration signal | |
| 21 | az_IF | Impulse factor for vibration acceleration | |
| 22 | az_kurt, | Vibration acceleration kurtosis | |
| 23 | az_f.Ricea | Rice frequency | |
| 24 | Fy_rms | Effective value of the dynamic component of the force | Full |
| 25 | Fy_mean_peak | Average peak force | |
| 26 | Fy_avg | Average value of the force signal | |
| 27 | Fy_amp_sqrt | The root amplitude of the force signal | |
| 28 | Fy_CF | Crest factor of the force signal | |
| 29 | Fy_FF | Form factor of the force signal | |
| 30 | Fz_rms | Effective value of the dynamic component of the force | Full |
| 31 | Fz_mean_peak | Average peak force | |
| 32 | Fz_avg | Average value of the force signal | |
| 33 | Fz_CF | Crest factor of the force signal | |
| 34 | Fz_FF | Form factor of the force signal | |
| 35 | vc | Cutting speed | - |