研究文章

不干扰负荷监控基于先进的深度学习和小说签名

表3

REDD的详细描述。

房子 分表 电器

1 20. washer_drye1 Oven1 oven2,冰箱,洗碗机,kitchen_outlets1, kitchen_outlets2,照明,lighting1 washer_dryer2,微波,bathroom_gfi, electric_heat,火炉,kitchen_outlets3, washer_dryer3kitchen_outlets4 lighting2

2 11 Kitchen_outlets1、照明、dishwasherstove、微波、washer_dryer kitchen_outlets2、冰箱、处理

3 22 Outlets_unknown1 kitchen_outlets1outlets_unknown2,照明1微波电子、冰箱、处置,洗碗机,炉,lighting2, lighting3, outlets_unknown3, washer_dryer1, washer_dryer2, lighting4, smoke_alarms, lighting5, bathroom_gfi kitchen_outlets2

4 20. kitchen_outlets1 Lighting1,炉,炉、outlets_unknown washer_dryer, air_conditioning1, air_conditioning2, miscellaeneous, smoke_alarms, lighting2, kitchen_outlets2,洗碗,bathroom_gfi1, bathroom_gfi2, lighting3, lighting4 air_conditioning3

5 26 微波、lighting1 outlets_unknown1,炉、outlets_unknown2 washer_dryer1, washer_dryer2, subpanel1, subpanel2, electric_heat1, electric_heat2, lighting2, outlets_unknown3, bathroom_gfi, lighting3,冰箱,lighting4,洗碗,处理,电子、lighting5, kitchen_outlets1, kitchen_outlets2 outdoor_outlets

6 17 Kitchen_outlets1 washer_dryer,火炉、电子、bathroom_gfi,冰箱,洗碗机,outlets_unknown1, outlets_unknown2, electric_heat, kitchen_outlets2,照明,air_conditioning1 air_conditioning3 air_conditioning 2日