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. 2025 Aug 8;15:29102. doi: 10.1038/s41598-025-13306-7

Table 9.

Comparison of Forecasted Wind Speed and Electricity Generation Using Stacking Ensemble Model and MATLAB Simulation (10 kW) for 2026.

Sl. No Forecasted Wind speed (m/s) Forecasted Electricity generation (kW)
Stacking Ensemble Model Physical Model (10 kW) PINN model
1 7.494 4.06 3.96 4.01
2 14.408 9.72 9.45 9.67
3 11.783 8.66 8.5 8.62
4 10.184 7.46 7.3 7.41
5 4.872 1.17 1.15 1.16