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Open Access

Peer-reviewed

Research Article

RDA-YOLO: A robust dynamic adaptive network for tiny insulator defect detection

Xiaoxiong Zhou,

Roles Conceptualization, Data curation, Formal analysis, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation College of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing, China
⨯
Junchi He,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

Affiliation Distribution Network Operation and Maintenance Center, State Grid Jiangsu Electric Power Co., Ltd., Guanyun County Electric Power Supply Company, Lianyungang, China
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Cheng Cheng,

Roles Methodology, Resources, Software, Validation, Visualization, Writing – original draft

Affiliation Distribution Network Operation and Maintenance Center, State Grid Jiangsu Electric Power Co., Ltd., Guanyun County Electric Power Supply Company, Lianyungang, China
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Guangming Zhang

Roles Data curation, Funding acquisition, Project administration, Resources, Software, Supervision

* E-mail: zgm@njtech.edu.cn

Affiliation College of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing, China

https://orcid.org/0000-0002-9566-7865

⨯

RDA-YOLO: A robust dynamic adaptive network for tiny insulator defect detection

Xiaoxiong Zhou,
Junchi He,
Cheng Cheng,
Guangming Zhang

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Published: May 15, 2026
https://doi.org/10.1371/journal.pone.0348869

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