Title :
Classification of home appliance electricity consumption using power signature and harmonic features
Author :
Huang, Shyh-Jier ; Hsieh, Cheng-Tao ; Kuo, Lun-Chia ; Lin, Chun-Wei ; Chang, Che-Wei ; Fang, Shyang-An
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
A method of classifying home appliance electricity consumption is proposed in this paper. With the information retrieved from power signatures and harmonic features, the method excels at its systematic grouping capability of home appliances. It is also beneficial for residents to comprehend their home electricity variations. This proposed approach has been prototyped with hardware realization. Experimental results based on the tested appliance shows its potential of development for the application considered.
Keywords :
domestic appliances; power consumption; power supply quality; electricity consumption; hardware realization; harmonic features; home appliance; home electricity variations; power signature; systematic grouping; Current measurement; Fans; Home appliances; Instruments; Measurement uncertainty; Quantization; Reactive power; Home appliance; electricity consumption; power signatures;
Conference_Titel :
Power Electronics and Drive Systems (PEDS), 2011 IEEE Ninth International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-61284-999-7
Electronic_ISBN :
2164-5256
DOI :
10.1109/PEDS.2011.6147311
