Title :
Can electric devices be identified from their signatures of waveform?
Author :
Kushiro, Noriyuki ; Ide, Taichi ; Tomonaga, Kazuki ; Ogawa, Yuki ; Higuma, Toshiyasu
Author_Institution :
Fac. of Comput. Sci. & Syst. Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
Life event sensor is an activity recognition sensor both for measuring electric power consumption and for detecting usage of electronic devices by utilizing a high frequency current waveform as a signature of each device. To discuss the feasibility of the sensor, we have constructed a long-term field data collection system and installed the system in five occupied houses. Discussion about feasibility of the life event sensor on long-term field data and experimental data on a test bed, which can simulate several conditions of power line, is described in this paper.
Keywords :
electric sensing devices; power measurement; activity recognition sensor; electric device; electric power consumption measurement; electronic device; frequency current waveform; life event sensor; long term field data collection system; power line; Data collection; Fluctuations; Inverters; Ovens; Phase control; Stability analysis; Voltage control; Activity Recognition Sensor; Feasibility Study; Field Data; Home Energy Management System; Life Event Sensor;
Conference_Titel :
Consumer Communications and Networking Conference (CCNC), 2015 12th Annual IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-6389-8
DOI :
10.1109/CCNC.2015.7158030
