Table 9 Comparison of Forecasted Wind Speed and Electricity Generation Using Stacking Ensemble Model and MATLAB Simulation (10 kW) for 2026.

From: Integrating data-driven and physics-based approaches for robust wind power prediction: A comprehensive ML-PINN-Simulink framework

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

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