Electricity Theft Detection Method Based on Ensemble Learning and Prototype Learning

Electricity Theft Detection Method Based on Ensemble Learning and Prototype Learning

With the development of advanced metering infrastructure (AMI), large amounts of electricity consumption data can be collected for electricity theft detection. However, the imbalance of electricity consumption data is violent, which makes the training of detection model challenging. In this case, th...

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Bibliographic Details
Main Authors: Xinwu Sun, Jiaxiang Hu, Zhenyuan Zhang, Di Cao, Qi Huang, Zhe Chen, Weihao Hu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Electricity theft detection
ensemble learning
prototype learning
imbalanced dataset
deep learning
abnormal level
Online Access:https://ieeexplore.ieee.org/document/10098685/

Internet

https://ieeexplore.ieee.org/document/10098685/

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