Short-Term Reactive Power Forecasting Based on Real Power Demand Using Holt-Winters’ Model Ensemble by Global Flower Pollination Algorithm for Microgrid

Table 11

Comparative analysis of different optimization algorithms for cost function: .

Sample	Algo.	DRtn	Mean	E(DRtn)	Min
300	PSO	1.11	0.37	0.82	0.01
	GA	1.17	0.42	0.73	0.22
	FPA	1.15	0.44	0.71	0.01
450	PSO	3.81	0.49	4.64	2.15
	GA	5.47	2.98	2.98	5.47
	FPA	2.98	2.98	0.49	2.98
600	PSO	5.47	2.15	0.49	4.64
	GA	5.47	0.49	1.32	2.98
	FPA	1.32	5.47	5.47	5.47
750	PSO	0.49	0.49	2.15	4.64
	GA	1.32	3.81	4.64	4.64
	FPA	2.98	5.47	-0.34	2.15