Fuzzy-Swarm Intelligence-Based Short-Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System

Table 5

Fuzzy-PSO optimized result of historical load for microgrid model.

Membership function	Fuzzy parameters		PSO optimized parameters
	bi	ci	bi	ci
Very low	270	2500	270	2503
Low	246	3636	609.9	5809
Average	246	4750	246	4930
High	246	5875	246	5697
Very high	270	7000	246	6875