Power transformer online monitoring and state assessment method based on 2DCNN-BiLSTM multi-source feature fusion

• Wenbo Zhang ,

  Roles Conceptualization, Writing – original draft

  * E-mail: Bo_911031@163.com

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

  https://orcid.org/0009-0009-6616-3260

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• Li Liu,

  Roles Data curation

  Affiliation State Grid Chengde Power Supply Company, Chengde, China

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• Chen Chen,

  Roles Formal analysis

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

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• Songze Wei,

  Roles Investigation

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

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• Ying Zhang,

  Roles Project administration

  Affiliation Chengde Haoyuan Electric Power Installation Group Co., Ltd, Chengde, China

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• Zhiyuan Huo,

  Roles Resources

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

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• Dongxing Li,

  Roles Software

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

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• Hong Yin

  Roles Supervision

  Affiliation State Grid Jibei Electric Power Co., Ltd, Luanping County Power Supply Branch Company, Chengde, China

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