Classification of home appliance electricity consumption using power signature and harmonic features

Shyh Jier Huang, Cheng Tao Hsieh, Lun Chia Kuo, Chun Wei Lin, Che Wei Chang, Shyang An Fang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

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.

Original languageEnglish
Title of host publication2011 IEEE 9th International Conference on Power Electronics and Drive Systems, PEDS 2011
Pages596-599
Number of pages4
DOIs
Publication statusPublished - 2011
Event2011 IEEE 9th International Conference on Power Electronics and Drive Systems, PEDS 2011 - Singapore, Singapore
Duration: 2011 Dec 52011 Dec 8

Publication series

NameProceedings of the International Conference on Power Electronics and Drive Systems

Other

Other2011 IEEE 9th International Conference on Power Electronics and Drive Systems, PEDS 2011
CountrySingapore
CitySingapore
Period11-12-0511-12-08

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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