Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization

Abstract In the research of non-intrusive load monitoring (NILM), the temporal characteristics of V–I trajectories are often overlooked, and using a single feature for identification may lead to insignificant differences between similar loads. Based on this, this paper proposes a non-intrusive load...

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Autors principals:	Tie Chen, Yimin Yuan, Jiaqi Gao, Shinan Guo, Pingping Yang
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-02-01
Col·lecció:	Scientific Reports
Matèries:	Non-intrusive load monitoring V-I trajectory Time-enhanced Multidimensional Color coding
Accés en línia:	https://doi.org/10.1038/s41598-025-89191-x
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