Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan
This paper presents a detail review of fault diagnosis in rotating machinery. Pattern recognition technique which needs three mean steps of fault diagnosis -feature extraction, dimensionality reduction and fault classification – was used. This paper focuses on the faulty bearing which is mainly caus...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA)
2009
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/16297/ |
| _version_ | 1848803970629238784 |
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| author | Othman, Nor Azlan Damanhuri, Nor Salwa Kadirkamanathan, Visakan |
| author_facet | Othman, Nor Azlan Damanhuri, Nor Salwa Kadirkamanathan, Visakan |
| author_sort | Othman, Nor Azlan |
| building | UiTM Institutional Repository |
| collection | Online Access |
| description | This paper presents a detail review of fault diagnosis in rotating machinery. Pattern recognition technique which needs three mean steps of fault diagnosis -feature extraction, dimensionality reduction and fault classification – was used. This paper focuses on the faulty bearing which is mainly caused by mass imbalance and axis misalignment. By analyzing the vibration signal obtained from the test rigs (rigs that are built to demonstrate the effect of faults in rotating machinery), it gives solid information concerning any faults within the rotating machinery. |
| first_indexed | 2025-11-14T21:47:42Z |
| format | Article |
| id | uitm-16297 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T21:47:42Z |
| publishDate | 2009 |
| publisher | Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-162972019-12-24T04:09:58Z https://ir.uitm.edu.my/id/eprint/16297/ Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan esteem Othman, Nor Azlan Damanhuri, Nor Salwa Kadirkamanathan, Visakan Machinery exclusive of prime movers This paper presents a detail review of fault diagnosis in rotating machinery. Pattern recognition technique which needs three mean steps of fault diagnosis -feature extraction, dimensionality reduction and fault classification – was used. This paper focuses on the faulty bearing which is mainly caused by mass imbalance and axis misalignment. By analyzing the vibration signal obtained from the test rigs (rigs that are built to demonstrate the effect of faults in rotating machinery), it gives solid information concerning any faults within the rotating machinery. Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA) 2009 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/16297/2/AJ_NOR%20AZLAN%20OTHMAN%20ESTEEM%2009.pdf Othman, Nor Azlan and Damanhuri, Nor Salwa and Kadirkamanathan, Visakan (2009) Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan. (2009) ESTEEM Academic Journal <https://ir.uitm.edu.my/view/publication/ESTEEM_Academic_Journal.html>, 5 (1). pp. 125-143. ISSN 1675-7939 |
| spellingShingle | Machinery exclusive of prime movers Othman, Nor Azlan Damanhuri, Nor Salwa Kadirkamanathan, Visakan Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title | Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title_full | Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title_fullStr | Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title_full_unstemmed | Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title_short | Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan |
| title_sort | fault diagnosis in rotating machinery using pattern recognition technique / nor azlan othman, nor salwa damanhuri and visakan kadirkamanathan |
| topic | Machinery exclusive of prime movers |
| url | https://ir.uitm.edu.my/id/eprint/16297/ |