Research Article
Improved Gradient-Based Optimizer for Modelling Thermal and Hydropower Plants
Table 12
Optimized parameters and SAE of model 7.
| Unit | Optimized parameters using IGBO | SAE (kg/h) | e0 | e1 | e2 | e3 | e4 | TLBO [26] | WOA [28] | GBO | IGBO | Min | Max | STD |
| 1 | 83.0081 | −1.0142 | 0.0088 | 0.6551 | 0.2846 | 1.29921 | 6E − 5 | 2.82826E − 3 | 5.68434E − 14 | 6.01262E − 14 | 9.39957E − 16 | 2 | 51.2513 | −0.6113 | 0.016 | 0.2965 | 0.019 | 0.879284 | 1E − 5 | 1.65027E − 5 | 2.60175E − 6 | 2.76326E − 6 | 4.55214E − 8 | 3 | 61.6652 | −1.426 | 0.0112 | 0.454 | 0.0206 | 1.494093 | 1.1E − 4 | 4.85102E − 3 | 2.46675E − 5 | 2.72523E − 5 | 6.99256E − 7 | 4 | 49.2043 | −0.7369 | 0.0088 | 0.5184 | 0.0177 | 0.82333 | 9.95E − 6 | 8.40092E − 6 | 5.987E − 6 | 6.4452E − 6 | 1.26104E − 7 | 5 | 39.9759 | −0.8078 | 0.0131 | 0.4895 | 0.0204 | 0.676372 | 9E − 5 | 1.46309E − 5 | 7.03012E − 6 | 7.68109E − 6 | 1.91461E − 7 |
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