|
SVM
|
Support vector machine |
|
TCM
|
Tool condition monitoring |
|
MCU
|
Microcontroller |
|
ML
|
Machine learning |
|
RF
|
Random forest |
|
RBF
|
Radial Basis Function |
|
MAPE
|
Mean absolute percentage error |
|
L&T
|
Longitudinal and torsional composite vibrational mode |
|
CAD
|
Computer aided design |
|
Lf
|
Free length of the end mill (mm) |
|
FEM
|
Finite element method |
|
PZT
|
Piezoelectric transducer |
|
OD
|
Outer diameter (mm) |
|
ID
|
Inner diameter (mm) |
|
H
|
Height (mm) |
|
PCBA
|
Printed circuit board assembly |
|
MCU
|
Microcontroller |
|
DC
|
Direct current |
|
3D
|
Three dimensional |
|
CNC
|
Computerized numerical control |
|
HSS
|
High speed steel |
|
n
|
Spindle speed (RPM) |
|
vf
|
Feed seed (mm/min) |
|
fz
|
Feed per tooth (mm/tooth) |
|
ap
|
Axial depth of cut (mm) |
|
ae
|
Radial depth of cut |
| uK, uN
|
node displacement vectors |
|
M
|
Mass matrix |
|
K
|
Stiffness matrix |
|
C
|
Damping matrix |
| α |
Mass proportional damping coefficient |
| β |
Stiffness proportional damping coefficient |
|
C
|
Carbon (%) |
|
Si
|
Silicon (%) |
|
Mn
|
Manganese (%) |
|
Ni
|
Nickel (%) |
|
P
|
Phosphorus (%) |
|
S
|
Sulfur (%) |
|
Cr
|
Chromium (%) |
|
Mo
|
Molybdenum (%) |
|
Ra
|
Arithmetic mean roughness (µm) |
|
Avg
|
Average value of the capacitor charge level values |
|
Var
|
Variability value of the capacitor charge level values |
|
Sd
|
Standard deviation of the capacitor charge level values |
|
ACorr
|
Autocorrelation value of the capacitor charge level values |
|
M
4
Avg
|
4 data point simple moving averages of the capacitor charge level |
|
InterQ
|
Interquartile value of the capacitor charge level values |
|
Energy
|
Absolute energy of the capacitor charge level values |
|
ACF
|
Autocorrelation function |
|
MAF
|
Moving average formula |
|
k
|
Time interval |
|
Q
|
Quantile function |
|
Q
1
|
First quartile |
|
Q
4
|
Fourth quartile |
|
p
|
Probability value (0 < p < 1) |
|
r
|
Negative correlation |
|
|
Coefficient of determination (0 < ≤ 1) |
|
SSR
|
Sum of squares of residuals |
|
SST
|
Total sum of squares |
|
|
The predicted value |
|
|
The mean value |
|
|
Peak-to-peak |
| MAPE |
The root mean square error |
|
STDL
|
Seasonal-Trend decomposition by losses |
|
|
Trend component |
|
|
Seasonal component |
|
|
Irregular |
|
SE
|
Shannon entropy |
|
|
Estimate of the spectral density of data |