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