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Non-Intrusive Load Identification Based on Multivariate Features and Information Entropy-Weighted Ensemble

In non-intrusive load monitoring (NILM), single-dimensional features exhibit limited representational capacity, while feature fusion at the feature layer often leads to information loss due to dimensional transformation, as well as the risk of dimensional explosion caused by the newly added features...

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Autori principali: Yue Liu, Wenxia You, Miao Yang
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2025-05-01
Serie:Energies
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Accesso online:https://www.mdpi.com/1996-1073/18/9/2369
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