Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 20

Appliances for each experiment.

Number of appliances	Included appliance
2	Stereo_speakers_bedroom, i7_desktop
3	Stereo_speakers_bedroom, i7_desktop, hairdryer
4	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv
5	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom
6	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill
7	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage
8	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server
9	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd
10	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron
11	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron, nespresso_pixie
12	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron, nespresso_pixie, atom_pc
13	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron, nespresso_pixie, atom_pc, toaster
14	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron,nespresso_pixie, atom_pc, toaster, home_theatre_amp
15	Stereo_speakers_bedroom, i7_desktop, hairdryer, primary_tv, 24_inch_lcd_bedroom, treadmill, network_attached_storage, core2_server, 24_inch_lcd, steam_iron, nespresso_pixie, atom_pc, toaster, home_theatre_amp, sky_hd_box