| AE | Auto-Encoder |
| CNN | Convolutional Neural Networks |
| CNN-HS | CNN for HS division model |
| FC | Fully Connected |
| FEMTO | Fanche-Comte Electronics Mechanics Thermal science and Optics-sciences and technologies institute |
| FFT | Fourier Transform |
| FPT | First Predicting Time |
| HCP | Healthy Condition Period |
| HHT | Hilbert Huang Transformation |
| HI | Health Indicator |
| HS | Health Stage |
| IMS | the center of Intelligent Maintenance System |
| NSP | Nested-Scatter Plot |
| PCA | Principal Component Analysis |
| RMS | Root Mean Square |
| RUL | Remaining Useful Life |
| t-SNE | t-distributed Stochastic Neighbor Embedding |
| UCP | Unhealthy Condition Period |