A Study on Data Requirements for Power Disaggregation

Gyubaek Kim, Sanghyun Park

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

1 Citation (Scopus)

Abstract

While much research is being done on power disaggregation analysis, there is a lack of discussion on the data requirements of the appliance under analysis. In this paper, we present four new data requirements for power disaggregation analysis and explain implementation methods to verify them. The experimental results applied to the test appliance data are also introduced. In conclusion, this paper insists that validation of the data requirements should be an essential prerequisite step prior to developing a power disaggregation analysis model.

Original languageEnglish
Title of host publication2020 3rd International Conference on Power and Energy Applications, ICPEA 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages141-144
Number of pages4
ISBN (Electronic)9781728190297
DOIs
Publication statusPublished - 2020 Oct 9
Event3rd International Conference on Power and Energy Applications, ICPEA 2020 - Virtual, Busan, Korea, Republic of
Duration: 2020 Oct 92020 Oct 11

Publication series

Name2020 3rd International Conference on Power and Energy Applications, ICPEA 2020

Conference

Conference3rd International Conference on Power and Energy Applications, ICPEA 2020
Country/TerritoryKorea, Republic of
CityVirtual, Busan
Period20/10/920/10/11

Bibliographical note

Funding Information:
ACKNOWLEDGMENT This research was supported by Next Generation Information Computing Development Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT (NRF 2015M3C4A7065522).

Publisher Copyright:
© 2020 IEEE.

All Science Journal Classification (ASJC) codes

  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering
  • Control and Optimization

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