Non-Intrusive Load Decomposition Based on Instance-Batch Normalization Networks

Non-Intrusive Load Decomposition Based on Instance-Batch Normalization Networks

At present, the non-intrusive load decomposition method for low-frequency sampling data is as yet insufficient within the context of generalization performance, failing to meet the decomposition accuracy requirements when applied to novel scenarios. To address this issue, a non-intrusive load decomp...

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Bibliographic Details
Main Authors: Mao Wang, Dandan Liu, Changzhi Li
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Energies
Subjects:
non-intrusive load monitoring
instance-batch normalization network
attention mechanism
skip connection
transfer learning
Online Access:https://www.mdpi.com/1996-1073/16/7/2940

Internet

https://www.mdpi.com/1996-1073/16/7/2940

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