Transfer learning based graph convolutional network with self-attention mechanism for abnormal electricity consumption detection

Transfer learning based graph convolutional network with self-attention mechanism for abnormal electricity consumption detection

In the case of limited energy, the waste of energy and economic loss caused by abnormal electricity consumption should not be underestimated and its detection plays an important role. However, abnormal electricity consumption detection also faces many challenges. On the one hand, labeled abnormal da...

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Bibliographic Details
Main Authors: Songping Meng, Chengdong Li, Chongyi Tian, Wei Peng, Chenlu Tian
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Energy Reports
Subjects:
Abnormal electricity consumption detection
Graph convolutional networks
Self-attention mechanism
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723007485

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http://www.sciencedirect.com/science/article/pii/S2352484723007485

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