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Efficient Input Data Strategies for LLMs (Large Language Models)-Based Bearing Fault Diagnosis.

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Title: Efficient Input Data Strategies for LLMs (Large Language Models)-Based Bearing Fault Diagnosis.
Authors: Jeong, Pan-Gyun1,2, panguni@hanyang.ac.kr, Hu, Yuehua2,3, leilei968@hanyang.ac.kr, Kong, Jiyeong2,4, jykong@korea.ac.kr, Song, Kyungwoo5, kyungwoo.song@yonsei.ac.kr, Yoo, Bongyoung1,6, byyoo@hanyang.ac.kr, Kang, Kyung-Tae2, kangkt65@gmail.com
Source: International Journal of Precision Engineering & Manufacturing-Green Technology; May2026, Vol. 13 Issue 3, p1163-1174, 12p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194640451
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Efficient Input Data Strategies for LLMs (Large Language Models)-Based Bearing Fault Diagnosis.
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  Data: <searchLink fieldCode="AU" term="%22Jeong%2C+Pan-Gyun%22">Jeong, Pan-Gyun</searchLink><relatesTo>1,2</relatesTo>, <i>panguni@hanyang.ac.kr</i><br /><searchLink fieldCode="AU" term="%22Hu%2C+Yuehua%22">Hu, Yuehua</searchLink><relatesTo>2,3</relatesTo>, <i>leilei968@hanyang.ac.kr</i><br /><searchLink fieldCode="AU" term="%22Kong%2C+Jiyeong%22">Kong, Jiyeong</searchLink><relatesTo>2,4</relatesTo>, <i>jykong@korea.ac.kr</i><br /><searchLink fieldCode="AU" term="%22Song%2C+Kyungwoo%22">Song, Kyungwoo</searchLink><relatesTo>5</relatesTo>, <i>kyungwoo.song@yonsei.ac.kr</i><br /><searchLink fieldCode="AU" term="%22Yoo%2C+Bongyoung%22">Yoo, Bongyoung</searchLink><relatesTo>1,6</relatesTo>, <i>byyoo@hanyang.ac.kr</i><br /><searchLink fieldCode="AU" term="%22Kang%2C+Kyung-Tae%22">Kang, Kyung-Tae</searchLink><relatesTo>2</relatesTo>, <i>kangkt65@gmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Precision+Engineering+%26+Manufacturing-Green+Technology%22">International Journal of Precision Engineering & Manufacturing-Green Technology</searchLink>; May2026, Vol. 13 Issue 3, p1163-1174, 12p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194640451
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s40684-026-00880-y
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      – Code: eng
        Text: English
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        PageCount: 12
        StartPage: 1163
    Titles:
      – TitleFull: Efficient Input Data Strategies for LLMs (Large Language Models)-Based Bearing Fault Diagnosis.
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            NameFull: Jeong, Pan-Gyun
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            NameFull: Hu, Yuehua
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            NameFull: Kong, Jiyeong
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            NameFull: Song, Kyungwoo
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            NameFull: Yoo, Bongyoung
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            NameFull: Kang, Kyung-Tae
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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              Value: 13
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            – TitleFull: International Journal of Precision Engineering & Manufacturing-Green Technology
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