AEROSPACE SHANGHAI, Volume. 42, Issue 2, 19(2025)

Equipment Management Paradigm with Knowledge Graph for Aerospace Instrument General Assembly

Mengqi YUAN, Shengli SUN, and Gang JIN*
Author Affiliations
  • Shanghai Institute of Technical Physics,Chinese Academy of Sciences,Shanghai200083,China
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    References(22)

    [5] R RADA, H MILI, E BICKNELL et al. Development and application of a metric on semantic nets. IEEE Transactions on Systems,Man,and Cybernetics, 19, 17-30(1989).

    [6] Z FENG, M ZHANG et al. Review of knowledge graph and its vertical applications in industry, 5151-5157(2023).

    [7] Y WAN, Y LIU, Z CHEN et al. Making knowledge graphs work for smart manufacturing:research topics,applications and prospects. Journal of Manufacturing Systems, 76, 103-132(2024).

    [8] Y FANG, D ZHANG, G WU. Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition. Journal of Hydroinformatics, 25, 1457-1470(2023).

    [9] Y WANG, Z WANG, W WANG et al. Zero-shot medical information retrieval via knowledge graph embedding. ArXiv(2023).

    [12] Y WANG, W WANG, J WEI et al. Optimization of constraint rules for power grid topological relationships based on knowledge graph techniques. Applied Mathematics and Nonlinear Sciences, 9, 1-16(2024).

    [13] M CHEN, S YANG, W DAI et al. A method for anomaly detection in power energy topology graph data based on domain knowledge graph and graph neural networks, 107-112(2024).

    [14] Z LIU, S ZHENG, X SHI. Research on intelligent question answering system for chemical safety based on knowledge graph, 1-4(2022).

    [16] J LIN, Y ZHAO, W HUANG et al. Domain knowledge graph-based research progress of knowledge representation. Neural Computing and Applications, 33, 681-90(2021).

    [17] H YU, H LI, D MAO et al. A domain knowledge graph construction method based on Wikipedia. Journal of Information Science, 47, 783-793(2021).

    [18] X CHEN, J WANG, H ZHANG et al. Knowledge encapsulation and application based on domain knowledge graph, 2023 117-123.

    [19] H DAI, M JEBALI. Construction and management of industrial system failure mode knowledge graph, 1-6(2023).

    [20] F DENG, Q HU, B MENG et al. Research on knowledge recommendation technology based on domain knowledge graph:a case study in aerospace engine domain, 238-242(2023).

    [21] Y DUAN, L HOU, S LENG. A novel cutting tool selection approach based on a metal cutting process knowledge graph. The International Journal of Advanced Manufacturing Technology, 112, 3201-3214(2021).

    [22] S LI, T XU, Y LIU et al. Construction of social community knowledge graph from Wikipedia, 2308-2315(2022).

    [24] C ZHUANG, J GONG, J LIU. Digital twin-based assembly data management and process traceability for complex products. Journal of Manufacturing Systems, 58, 118-131(2021).

    [25] W ZHOU, S LI, Y HUANG et al. Simulation-based planning of a kind of complex product general assembly line. Procedia CIRP, 76, 25-30(2018).

    [29] A P QUIMBAYA, A S MúNERA, R A G RIVERA et al. Named entity recognition over electronic health records through a combined dictionary-based approach. Procedia Computer Science, 100, 55-61(2016).

    [31] S RIAZ, A SAGHIR, M J KHAN et al. TransLSTM:a hybrid LSTM-Transformer model for fine-grained suggestion mining. Natural Language Processing Journal, 8, 100089(2024).

    [33] J R FINKEL, T GRENAGER, C MANNING. Incorporating non-local information into information extraction systems by Gibbs sampling, 363-370(2005).

    [34] J DEVLIN, M-W CHANG, K LEE et al. BERT:pre-training of deep bidirectional transformers for language understanding, 4171-4186(2019).

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    Mengqi YUAN, Shengli SUN, Gang JIN. Equipment Management Paradigm with Knowledge Graph for Aerospace Instrument General Assembly[J]. AEROSPACE SHANGHAI, 2025, 42(2): 19

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    Paper Information

    Category: Research and Application of Large Models

    Received: Feb. 13, 2025

    Accepted: --

    Published Online: May. 26, 2025

    The Author Email:

    DOI:10.19328/j.cnki.2096-8655.2025.02.003

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