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.
|Title of host publication||2020 3rd International Conference on Power and Energy Applications, ICPEA 2020|
|Publisher||Institute of Electrical and Electronics Engineers Inc.|
|Number of pages||4|
|Publication status||Published - 2020 Oct 9|
|Event||3rd International Conference on Power and Energy Applications, ICPEA 2020 - Virtual, Busan, Korea, Republic of|
Duration: 2020 Oct 9 → 2020 Oct 11
|Name||2020 3rd International Conference on Power and Energy Applications, ICPEA 2020|
|Conference||3rd International Conference on Power and Energy Applications, ICPEA 2020|
|Country/Territory||Korea, Republic of|
|Period||20/10/9 → 20/10/11|
Bibliographical noteFunding 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).
© 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