| SOH | State of Health |
| RUL | Remaining Useful Life |
| LSTM | Long Short-Term Memory |
| ESS | Energy Storage Systems |
| ML | Machine Learning |
| DL | Deep Learning |
| RNN | Recurrent Neural Network |
| MSE | Mean Square Error |
| RMSE | Root Mean Square Error |
| EP | Early Prediction |
| MLP | Mid-Life Prediction |
| AP | Advanced Prediction |
| RDT | Raw Data Training |
| SEM | Single Exponential Model |