Models | Accuracy | ||||
Current | Voltage | Power | Binary V-I trajectory | 3D feature | |
SVM | 0.645 | 0.674 | 0.478 | 0.815 | 0.824 |
KNN | 0.743 | 0.639 | 0.652 | 0.795 | 0.831 |
XGBoost | 0.817 | 0.796 | 0.683 | 0.827 | 0.883 |
LSTM | 0.862 | 0.854 | 0.750 | 0.617 | 0.603 |
Proposed model | 0.834 | 0.826 | 0.762 | 0.834 | 0.949 |