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Data-Driven Approach for Fault Diagnosis of Harmonic Drives Using Wireless Acceleration Sensors and Machine Learning

Published Online: 2025-03-24

Published Print: 2025-05

Authors

Islam, Md. Saiful

Kim, Kihyun

Kim, Hyo-Young https://orcid.org/0000-0002-9629-1695
Funding

Funding for this research was provided by:

Gyeonggi-do Regional Research Center (GRRC TU Korea2024-B02)

Ministry of Trade, Industry and Energy (20023152)
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Text and Data Mining valid from 2025-03-24

Version of Record valid from 2025-03-24
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Article History

Received: 28 November 2024

Revised: 20 February 2025

Accepted: 25 February 2025

First Online: 24 March 2025

Declarations

:

: All authors, MD Saiful Islam, Kihyun Kim and Hyo-Young Kim declare they have no financial interests.

: Since this study does not involve human participants, animal subjects, or any sensitive data, ethics approval was not required. All data used in this research is publicly available and does not contain any personal information."

: Since this study does not involve human participants or any data requiring individual consent, consent to participate is not applicable."

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