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eess.SP2019
Analysis Co-Sparse Coding for Energy Disaggregation
Shikha Singh, Angshul Majumdar
Energy disaggregation is the task of segregating the aggregate energy of the entire building (as logged by the smartmeter) into the energy consumed by individual appliances. This i…
eess.SP2019
Deep Sparse Coding for Non-Intrusive Load Monitoring
Shikha Singh, Angshul Majumdar
Energy disaggregation is the task of segregating the aggregate energy of the entire building (as logged by the smartmeter) into the energy consumed by individual appliances. This i…
eess.SP2019
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification
Shikha Singh, Angshul Majumdar
This work follows the approach of multi-label classification for non-intrusive load monitoring (NILM). We modify the popular sparse representation based classification (SRC) approa…