Hidden Markov Models based intelligent health assessment and fault diagnosis of rolling element bearings

Yao Qifeng; Cheng Longsheng; Muhammad Tariq Naeem

doi:10.1371/journal.pone.0297513

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Open Access

Peer-reviewed

Research Article

Hidden Markov Models based intelligent health assessment and fault diagnosis of rolling element bearings

Yao Qifeng,

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliation School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China
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Cheng Longsheng ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: cheng_longsheng@njust.edu.cn

Affiliation School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China
⨯
Muhammad Tariq Naeem

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – original draft

Affiliation Department of Neurosurgery, Nishtar Medical College and Hospital, Multan, Pakistan

https://orcid.org/0009-0007-1052-2012

⨯

Hidden Markov Models based intelligent health assessment and fault diagnosis of rolling element bearings

Yao Qifeng,
Cheng Longsheng,
Muhammad Tariq Naeem

Published: February 7, 2024
https://doi.org/10.1371/journal.pone.0297513

About the Authors

Yao Qifeng

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliation School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China

Cheng Longsheng

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: cheng_longsheng@njust.edu.cn

Affiliation School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China

Muhammad Tariq Naeem

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – original draft

Affiliation Department of Neurosurgery, Nishtar Medical College and Hospital, Multan, Pakistan

https://orcid.org/0009-0007-1052-2012

Competing Interests

The authors declare no competing interests.

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Damage mechanics
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Hidden Markov models
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Signal processing
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Machine learning algorithms
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Algorithms
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Vibration
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Life cycles
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Machine learning
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