Application of BiGRU-Attention to Fault Prediction of Highway Electromechanical Equipment

Aiming at the challenges of data comprehension and feature extraction caused by the short length of fault text data and the presence of specialized terms in fault level prediction for highway electromechanical equipment, this paper proposed a fault prediction model based on BiGRU-Attention. First, t...

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Autors principals:	WEN Jintao, TANG Xianghong, LU Jianguang, LI Hongzhi
Format:	Artigo
Idioma:	Chinês
Publicat:	Harbin University of Science and Technology Publications 2026-02-01
Col·lecció:	Journal of Harbin University of Science and Technology
Matèries:	highway electromechanical equipment fault prediction fault text data attention mechanism bidirectional gatedrecurrent unit (bigru)
Accés en línia:	https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2493
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