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 |