Enhancing NILM classification via robust principal component analysis dimension reduction
Non-intrusive load monitoring (NILM) techniques estimate the consumption of individual appliances in a household or facility, based on aggregated reading from a centralized meter. Usually, NILM techniques are shown to be improved when various power features and additional power quality parameters ar...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Elsevier
2024-05-01
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| coleção: | Heliyon |
| Acesso em linha: | http://www.sciencedirect.com/science/article/pii/S2405844024066386 |
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