Energy Disaggregation Using Two-Stage Fusion of Binary Device Detectors
A data-driven methodology to improve the energy disaggregation accuracy during Non-Intrusive Load Monitoring is proposed. In detail, the method uses a two-stage classification scheme, with the first stage consisting of classification models processing the aggregated signal in parallel and each of th...
| Main Authors: | , , |
|---|---|
| 格式: | Article |
| 語言: | English |
| 出版: |
MDPI AG
2020-05-01
|
| 叢編: | Energies |
| 主題: | |
| 在線閱讀: | https://www.mdpi.com/1996-1073/13/9/2148 |