Reliability evaluation for a multi-state system subject to imperfect repair and maintenance
Effective maintenance management is essential to reduce the adverse effect of equipment failure to operation. This is accomplished by accurately predicting the equipment failure such that appropriate actions can be planned and taken in order to minimize the impact of equipment failure to operat...
| Main Authors: | , , |
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| Format: | Citation Index Journal |
| Language: | English English |
| Published: |
2010
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/1056/ http://scholars.utp.edu.my/id/eprint/1056/1/108501-6464_IJET-IJENS.pdf http://scholars.utp.edu.my/id/eprint/1056/2/108501-6464_IJET-IJENS.pdf |
| _version_ | 1848659070344495104 |
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| author | Muhammad, Masdi A Majid, M Amin Mokhtar, Ainul Akmar |
| author_facet | Muhammad, Masdi A Majid, M Amin Mokhtar, Ainul Akmar |
| author_sort | Muhammad, Masdi |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Effective maintenance management is essential to
reduce the adverse effect of equipment failure to operation.
This is accomplished by accurately predicting the equipment
failure such that appropriate actions can be planned and
taken in order to minimize the impact of equipment failure
to operation. This paper presents a development of model
based on Markov process for a degraded multi-state system
to evaluate the system performance. The system
degradation was quantified by five distinct level of system’s production output ranging from perfect functioning state to complete failure with zero output. At any point in time, the system can experience Poisson failure from any state upon which an imperfect repair will be performed while imperfect preventive maintenance will be performed at the last acceptable state as indicated by minimum acceptable
production output. This research explored a method of
estimating of transition matrix for the five state Markov
process by utilizing production output data. The results
indicate the applicability of Markov where comparison with
traditionally binary model is presented. |
| first_indexed | 2025-11-13T07:24:35Z |
| format | Citation Index Journal |
| id | oai:scholars.utp.edu.my:1056 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-13T07:24:35Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:10562017-01-19T08:24:52Z http://scholars.utp.edu.my/id/eprint/1056/ Reliability evaluation for a multi-state system subject to imperfect repair and maintenance Muhammad, Masdi A Majid, M Amin Mokhtar, Ainul Akmar TJ Mechanical engineering and machinery Effective maintenance management is essential to reduce the adverse effect of equipment failure to operation. This is accomplished by accurately predicting the equipment failure such that appropriate actions can be planned and taken in order to minimize the impact of equipment failure to operation. This paper presents a development of model based on Markov process for a degraded multi-state system to evaluate the system performance. The system degradation was quantified by five distinct level of system’s production output ranging from perfect functioning state to complete failure with zero output. At any point in time, the system can experience Poisson failure from any state upon which an imperfect repair will be performed while imperfect preventive maintenance will be performed at the last acceptable state as indicated by minimum acceptable production output. This research explored a method of estimating of transition matrix for the five state Markov process by utilizing production output data. The results indicate the applicability of Markov where comparison with traditionally binary model is presented. 2010 Citation Index Journal PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/1056/1/108501-6464_IJET-IJENS.pdf application/pdf en http://scholars.utp.edu.my/id/eprint/1056/2/108501-6464_IJET-IJENS.pdf Muhammad, Masdi and A Majid, M Amin and Mokhtar, Ainul Akmar (2010) Reliability evaluation for a multi-state system subject to imperfect repair and maintenance. [Citation Index Journal] |
| spellingShingle | TJ Mechanical engineering and machinery Muhammad, Masdi A Majid, M Amin Mokhtar, Ainul Akmar Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title | Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title_full | Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title_fullStr | Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title_full_unstemmed | Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title_short | Reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| title_sort | reliability evaluation for a multi-state system subject to imperfect repair and maintenance |
| topic | TJ Mechanical engineering and machinery |
| url | http://scholars.utp.edu.my/id/eprint/1056/ http://scholars.utp.edu.my/id/eprint/1056/1/108501-6464_IJET-IJENS.pdf http://scholars.utp.edu.my/id/eprint/1056/2/108501-6464_IJET-IJENS.pdf |