Load Disaggregation Based on a Bidirectional Dilated Residual Network with Multihead Attention

Load Disaggregation Based on a Bidirectional Dilated Residual Network with Multihead Attention

Load disaggregation determines appliance-level energy consumption unintrusively from aggregated consumption measured by a single meter. Deep neural networks have been proven to have great potential in load disaggregation. In this article, a temporal convolution network, mainly consisting of residual...

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Bibliographic Details
Main Authors: Yifei Shu, Jieying Kang, Mei Zhou, Qi Yang, Lai Zeng, Xiaomei Yang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Electronics
Subjects:
load disaggregation
residual structure
bidirectional dilated convolution
multihead attention
GeLU
Online Access:https://www.mdpi.com/2079-9292/12/12/2736

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https://www.mdpi.com/2079-9292/12/12/2736

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