Fault diagnosis in rotating machinery using pattern recognition technique / Nor Azlan Othman, Nor Salwa Damanhuri and Visakan Kadirkamanathan

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...

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Main Authors: Othman, Nor Azlan, Damanhuri, Nor Salwa, Kadirkamanathan, Visakan
Format: Article
Language:English
Published: Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA) 2009
Subjects:
Machinery exclusive of prime movers
Online Access:http://ir.uitm.edu.my/id/eprint/16297/
http://ir.uitm.edu.my/id/eprint/16297/2/AJ_NOR%20AZLAN%20OTHMAN%20ESTEEM%2009.pdf
id uitm-16297
recordtype eprints
spelling uitm-162972019-12-24T04:09:58Z http://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 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 http://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. Esteem Academic Journal, 5 (1). pp. 125-143. ISSN 1675-7939
repository_type Digital Repository
institution_category Local University
institution Universiti Teknologi MARA
building UiTM Institutional Repository
collection Online Access
language English
topic Machinery exclusive of prime movers
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
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.
format Article
author Othman, Nor Azlan
Damanhuri, Nor Salwa
Kadirkamanathan, Visakan
author_facet Othman, Nor Azlan
Damanhuri, Nor Salwa
Kadirkamanathan, Visakan
author_sort Othman, Nor Azlan
title 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_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_sort fault diagnosis in rotating machinery using pattern recognition technique / nor azlan othman, nor salwa damanhuri and visakan kadirkamanathan
publisher Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA)
publishDate 2009
url http://ir.uitm.edu.my/id/eprint/16297/
http://ir.uitm.edu.my/id/eprint/16297/2/AJ_NOR%20AZLAN%20OTHMAN%20ESTEEM%2009.pdf
first_indexed 2023-09-18T22:55:45Z
last_indexed 2023-09-18T22:55:45Z
_version_ 1777417842210111488

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