Research Article
Improved Gradient-Based Optimizer for Modelling Thermal and Hydropower Plants
Table 6
Optimized parameters and SAE of model 1.
| Unit | Optimized parameters using IGBO | SAE (GJ/h) | a0 | a1 | LES [20] | PSO [20] | ABC [21] | CS [23] | RMO [24] | WOA [28] | GBO | IGBO | Min | Max | STD |
| Unit 1 (coal) | 45.2 | 10.56 | 38.956 | 36.322 | 32.632 | 34.301 | 33.0 | 33.1127 | 32.62 | 32.62 | 32.62 | 0 | Unit 2 (oil) | 47.6 | 11.03 | 41.14 | 39.151 | 34.632 | 38.341 | 34.699 | 34.5578 | 34.55 | 34.55 | 34.55 | 0 | Unit 3 (gas) | 48.4 | 11.22 | 41.0 | 38.801 | 34.429 | 38.096 | 34.934 | 34.4088 | 34.4 | 34.4 | 34.4 | 0 |
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