RT-FDD |
Real Time Fault Detection and Diagnosis |
AutoML |
Automated Machine Learning |
DMM |
Discrete Manufacturing Machines |
KB |
knowledge based |
PM |
Physical Models |
LR |
Logistic Regression |
KNN |
K Neighbors Classifier |
NB |
Naive Bayes |
DT |
Decision Tree Classifier |
SVM |
Support Vector Machine |
RBFSVM |
SVM—Radial Kernel |
MLP |
Multilayer Perceptron Classifier |
RIDGE |
Ridge Classifier (RIDGE) |
RF |
Random Forest Classifier |
QDA |
Quadratic Discriminant Analysis |
ADA |
Ada Boost Classifier |
GBC |
Gradient Boosting Classifier |
LDA |
Linear Discriminant Analysis |
ET |
Extra Trees Classifier (ET) |
LIGHTGBM |
Light Gradient Boosting Machine |
GPC |
Gaussian Process Classifier |
TP |
True Positive |
FP |
False Positive |
FN |
False Negative |
PA |
Proposed Approach |
ODE |
Only with Discrete Events |