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. 2024 Dec 29;25(1):137. doi: 10.3390/s25010137
1D One-Dimensional
2D Two-Dimensional
AE Autoencoder
AI Artificial Intelligence
ARIMA Autoregressive Integrated Moving Average
BPSO Binary Particle Swarm Optimization
CF Crest Factor
CI Condition Indicators
CM Condition Monitoring
CNN Convolutional Neural Network
DNN Deep Neural Network
FC Frequency Center
FN False Negative
FP False Positive
FS Feature Selection
IM Induction Motor
KNN K-Nearest Neighbour
MF Mean Frequency
ML Machine Learning
NN Neural Network
OvA One-vs-All
OvO One-vs-One
PCA Principal Component Analysis
PdM Predictive Maintenance
PP Peak-to-Peak
RBF Radial Basis Function
RF Random Forest
RMS Root Mean Square
RNN Recurrent Neural Network
SF Shape Factor
STD Standard Deviation
SVM Support Vector Machine
TN True Negative
TP True Positive
VC Voting Classifier
VRMS Velocity Root Mean Square