A Nonintrusive Load Monitoring Method for Microgrid EMS Using Bi-LSTM Algorithm

Table 2

Neural network model outputs.

Output vector	Power consumption equipment
	Load1	Load2	......	Load10	Load11
V1	1	0	......	0	0
V2	0	1	......	0	0
......	......	......	......	......	......
......	......	......	......	......	......
V10	0	0	......	1	0
V11	0	0	......	0	1