A fault diagnosis method based on an improved diffusion model under limited sample conditions

• Qiushi Wang,

  Roles Conceptualization, Methodology, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang, China, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China

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• Zhicheng Sun ,

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

  * E-mail: sunzhicheng@sia.cn

  Affiliations Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang, China, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China

  https://orcid.org/0009-0001-1071-3958

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• Yueming Zhu,

  Roles Data curation, Formal analysis, Validation, Visualization

  Affiliations Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang, China, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China

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• Dong Li,

  Roles Formal analysis, Funding acquisition, Investigation, Project administration, Supervision

  Affiliations Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang, China, State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning Province, China

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• Yunbin Ma

  Roles Investigation, Project administration, Resources

  Affiliation PipeChina Institute of Science and Technology, Langfang, China

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