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

Table 6

Fuzzy-PSO optimized result of overall forecasted load for microgrid model.

Membership function	Fuzzy parameters		PSO optimized parameters		Initial possible rules	PSO generated rules	Optimized rules
	bi	ci	bi	ci
Very low	400	2000	400	20162	225	129	115
Low	400	4000	400	3930
Average	400	6000	419	5759
High	400	8000	400	9263
Very high	400	10000	400	10000