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

Table 5

Test results of cut out events.

Off event	Transition point	Partial extraction of characteristic
A : Load4 off	(1527–1568)	(642.3375, 647.3315, 647.4980, ...)
B : Load2 off	(3430–3432)	(447.7275, 448.5026, 442.4409, ...)
C : Load5 off	(3532–3534)	(591.7536, 591.6710, 591.6920, ...)
D : Load3 off	(3742–3744)	(720.0392, 720.0419, 720.1326, ...)
E : Load1 off	(4135–4137)	(74.0710, 74.0809, 74.0907, ...)