PSO-ANFIS-Based Energy Management in Hybrid AC/DC Microgrid along with Plugin Electric Vehicle

Table 7

Results of hybrid AC/DC microgrid system without considering plugin EV.

(a)

Time (hr)	SB (kW)			Grid (kW)
	PSO-ANFIS	Fuzzy	ANFIS	PSO-ANFIS	Fuzzy	ANFIS
1	41.37	45.507	49.644	-7.44	-8.184	-8.928
2	41.79	45.969	50.148	-7.65	-8.415	-9.18
3	41.31	41.7231	49.572	-7.34	-7.4134	-8.808
4	41.21	45.331	46.1552	-4.98	-5.478	-5.5776
5	41.74	45.914	50.088	-2.17	-2.387	-2.604
6	41.08	45.188	49.296	-1.89	-2.079	-2.268
7	36.07	39.677	41.1198	-15.64	-17.204	-17.8296
8	41.4	45.54	49.68	-10.67	-11.737	-12.804
9	29.98	31.479	35.976	-3.78	-3.969	-4.536
10	12.8	14.08	15.36	5.61	6.171	6.732
11	1.36	1.496	1.632	8.19	9.009	9.828
12	-5.774	-6.3514	-6.6401	8.99	9.889	10.3385
13	-3.319	-3.6509	-3.9828	15.39	16.929	18.468
14	19.07	20.977	22.884	15.99	17.589	19.188
15	15.54	17.094	18.648	14.57	16.027	17.484
16	21.05	23.155	25.26	26.41	29.051	31.692
17	25.97	28.0476	31.164	30.98	33.4584	37.176
18	32.35	35.585	38.82	15.67	17.237	18.804
19	36.89	40.579	44.268	8.48	9.328	10.176
20	41.97	46.167	50.364	7.09	7.799	8.508
21	41.5	45.65	48.97	2.42	2.662	2.8556
22	41.88	46.068	50.256	6.37	7.007	7.644
23	41.6	45.344	49.92	4.42	4.8178	5.304
24	41.58	45.738	49.896	0.14	0.154	0.168
25	41.56	45.716	46.1316	-4.97	-5.467	-5.5167

(b)

Operating conditions	Grid purchase power from microgrid (Rs/day)			Grid selling power to microgrid (Rs/day)			Net price (Rs/day)
	Fuzzy	ANFIS	PSO-ANFIS	Fuzzy	ANFIS	PSO-ANFIS	Fuzzy	ANFIS	PSO-ANFIS
Case 1	2243.63	2150.45	1995.24	536.12	575.35	668.84	2779.75	2725.8	1326.4