Research on construction technology and application of knowledge graph in equipment fault Diagnosis domain

In recent years, the construction technology of general knowledge graph (KG) has been developing continuously. The medical industry, manufacturing industry, financial industry and other industries have constructed domain KGs. The research of KG in the equipment field is mainly focused on general equipment knowledge, and the field of equipment fault diagnosis also needs to build its own domain KG. Combined with the definition of the general KG, the definition and construction process of the equipment fault diagnosis domain KG are expounded, the specific technical methods of each link of the construction process are summarized, and the application of the equipment fault diagnosis domain KG is explained, and some positive exploration is carried out for the subsequent construction of the equipment fault diagnosis domain KG.

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Publication Details

Published
2025-04-22
DOI
https://doi.org/10.1145/3747227.3747237
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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Research on construction technology and application of knowledge graph in equipment fault Diagnosis domain

Shi Qiu, Wenfeng Wang, M. Zhang, Wei Liu et al.
Advanced Computational Techniques and Applications
article

Research on construction technology and application of knowledge graph in equipment fault Diagnosis domain

Shi Qiu, Wenfeng Wang, M. Zhang, Wei Liu, Bo Zhang, Han Liu, Lin Zhang, Feifei Gao, Jingyi Zhang, Kai Huang
article en

Abstract

In recent years, the construction technology of general knowledge graph (KG) has been developing continuously. The medical industry, manufacturing industry, financial industry and other industries have constructed domain KGs. The research of KG in the equipment field is mainly focused on general equipment knowledge, and the field of equipment fault diagnosis also needs to build its own domain KG. Combined with the definition of the general KG, the definition and construction process of the equipment fault diagnosis domain KG are expounded, the specific technical methods of each link of the construction process are summarized, and the application of the equipment fault diagnosis domain KG is explained, and some positive exploration is carried out for the subsequent construction of the equipment fault diagnosis domain KG.

Air Force Engineering University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 89%
Advanced Computational Techniques and Applications
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Research on construction technology and application of knowledge graph in equipment fault Diagnosis domain — Shi Qiu, Wenfeng Wang, et al. · (2025) | TGRS Research Map | TGRS