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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Bibliographic Details
Main Authors: Yue Liu, Wenxia You, Miao Yang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/18/9/2369
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