| AI | Artificial intelligence |
| CBM | Condition-based monitoring |
| CPs | Centrifugal pumps |
| CNN | Convolutional neural network |
| FD | Fault diagnosis |
| FT | Fourier transform STFT—Short-term Fourier transform |
| S | transform: Stockwell transform |
| TFD | Time-frequency-domain |
| WT | Wavelet transform |
| Wavelet | |
| Set of trainable parameters at Lth layer | |
| Activation function at Lth layer |