A knowledge-graph enhanced large language model-based fault diagnostic reasoning and maintenance decision support pipeline towards industry 5.0.

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Title: A knowledge-graph enhanced large language model-based fault diagnostic reasoning and maintenance decision support pipeline towards industry 5.0.
Authors: Ma, Yunfei1 (AUTHOR), Zheng, Shuai1 (AUTHOR) shuaizheng@xjtu.edu.cn, Yang, Zheng1 (AUTHOR), Pan, Hongcheng1 (AUTHOR), Hong, Jun2 (AUTHOR)
Source: International Journal of Production Research. Jun2026, Vol. 64 Issue 12, p5239-5260. 22p.
Database: Business Source Ultimate
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  Data: A knowledge-graph enhanced large language model-based fault diagnostic reasoning and maintenance decision support pipeline towards industry 5.0.
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Production+Research%22">International Journal of Production Research</searchLink>. Jun2026, Vol. 64 Issue 12, p5239-5260. 22p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=194490070
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1080/00207543.2025.2472298
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      – Code: eng
        Text: English
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        PageCount: 22
        StartPage: 5239
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            NameFull: Ma, Yunfei
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            NameFull: Yang, Zheng
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              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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