Research Article
Prediction of Slipper Pressure Distribution and Leakage Behaviour in Axial Piston Pumps Using ANN and MGGP
Table 2
Parameters of proposed ANN.
| Parameters | Values |
| Training data set | 4799 |
| Validation data set | 1028 |
| Testing data set | 1028 |
| Number of hidden layers | 2 |
| Number of neurons in hidden layers | 1-20 |
| Activation functions | Tagsig-Logsig-Pureline |
| Number of epochs | 10000 |
| Learning rate | 0.7 |
| Architecture selection | Trial-Error |
| Target goal mean square error | 10-7 |
| Minimum performance gradient | 10-7 |
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