Table 1
Details of relevant parameters.
| Parameter category | Parameter | Numerical value |
|---|---|---|
| LSTM network | Number of neurons | 50 |
| Number of cell units | 136 | |
| Initial learning rate | 0.0101 | |
| Maximum number of cycles | 220 | |
| Improved pelican optimization algorithm | Population size | 35 |
| Maximum Number Of Iterations | 200 | |
| Solving step size | 10 | |
| Output length | 1 | |
| CEEMDAN method | Decomposition mode number | 12 |
| Penalty factor | 3000 | |
| Noise tolerance | 0 | |
| Convergence criterion | 1 × 10−7 | |
| Initial center frequency | 0 | |
| DC Component | 0 |
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