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

Table 7

Performance evaluation of fuzzy-alone and Fuzzy-PSO load prediction model based on MAPE.

No.	Event	Methods
		Fuzzy	Fuzzy-PSO
1	Easter	3.54	1.84
2	Epiphany	7.18	5.65
3	Siqilet	9.05	2.48
4	Christmas	11.59	3.05
5	Meskel	10.56	3.04
6	Eidalfetir	5.78	3.54
7	Mewulid	9.34	6.31
8	Eidaldeha	6.61	5.02
9	New Year	9.56	6.10
10	Adwa victory	11.09	3.55
11	Patriots’ day	9.34	3.22
12	May_20	5.37	3.45
13	Labor Day	8.65	3.61
14	Weekday	13.89	4.17
15	Weekend day	13.9	3.31
16	System load	8.85	3.62