Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Research on anomaly detection and operational status evaluation methods for smart electricity meters based on hybrid deep learning

Junqing Zhang ,

Roles Funding acquisition, Visualization, Writing – original draft, Writing – review & editing

* E-mail: 18903492625@163.com

Affiliation State Grid Shanxi Electric Power Company Limited Shuozhou Power Supply, Shuozhou, Shanxi, China

https://orcid.org/0009-0003-5027-312X

⨯
Yugui Zhao,

Roles Data curation, Formal analysis, Resources

Affiliation State Grid Shanxi Electric Power Company Limited Shuozhou Power Supply, Shuozhou, Shanxi, China
⨯
Junyu Zhang,

Roles Data curation, Formal analysis, Writing – original draft

Affiliation State Grid Shanxi Electric Power Company Limited Shuozhou Power Supply, Shuozhou, Shanxi, China
⨯
Zhengxin Bai

Roles Investigation, Supervision, Validation

Affiliation State Grid Shanxi Electric Power Company Limited Shuozhou Power Supply, Shuozhou, Shanxi, China
⨯

Research on anomaly detection and operational status evaluation methods for smart electricity meters based on hybrid deep learning

Junqing Zhang,
Yugui Zhao,
Junyu Zhang,
Zhengxin Bai

x

Published: June 3, 2026
https://doi.org/10.1371/journal.pone.0350561

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Imaging techniques
Is the Subject Area "Imaging techniques" applicable to this article?

Thanks for your feedback.
Composite images
Is the Subject Area "Composite images" applicable to this article?

Thanks for your feedback.
Grayscale
Is the Subject Area "Grayscale" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
White noise
Is the Subject Area "White noise" applicable to this article?

Thanks for your feedback.
Convolution
Is the Subject Area "Convolution" applicable to this article?

Thanks for your feedback.
Signal processing
Is the Subject Area "Signal processing" applicable to this article?

Thanks for your feedback.
Signaling networks
Is the Subject Area "Signaling networks" applicable to this article?

Thanks for your feedback.