Table 8.

Comparative Analysis of Wind Power Generation: Machine Learning Models vs MATLAB Simulation vs PINN at Various Sample Wind Speeds.

Sl. No	Wind speed (m/s)	Electricity generation (kW)
		ML Models		Physical Model (10 kW)	Actual value from the real-time data (MERRA-2) in kW
		PINN (kW)	Stacking (kW)
1	9.6	6.80	6.76	6.664	6.75
2	6.5	2.72	2.75	2.772	2.79
3	11	8.0	8.2	7.997	8.2
4	5.5	1.71	1.73	1.73	1.75
5	7.5	4.01	4.07	3.98	4.09