Review and classification of reliability statistical models exhibiting failure-free life characteristic
In many real-world reliability engineering applications, basic engineering considerations typically result in the need for using a statistical distribution with a failure free life (FFL) parameter. These include the usual failure time models as well as specialized repair time models for maintenance...
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| Format: | Conference or Workshop Item |
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2010
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| Online Access: | https://library.oum.edu.my/repository/525/ |
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| author | Tony, Halim Kanesan , Muthusamy Shao, Wei Lam Sie , Yong Chia |
| author_facet | Tony, Halim Kanesan , Muthusamy Shao, Wei Lam Sie , Yong Chia |
| author_sort | Tony, Halim |
| building | OUM Library |
| collection | Institutional Repository |
| content_provider | Open University Malaysia |
| content_source | OUM Knowledge Repository |
| continent | Asia |
| country | Malaysia |
| description | In many real-world reliability engineering applications, basic engineering considerations typically result in the need for using a statistical distribution with a failure free life (FFL) parameter. These include the usual failure time models as well as specialized repair time models for maintenance planning, and breakdown voltage models used for voltage endurance studies of electrical insulations. In the domain of quality and reliability engineering, literature in the area of FFL is relatively sparse. In this paper, we proposed a classification structure for the purpose of defining the type of distributions based on considerations of the failure mechanism and distributional structure. From the literature, the three-parameter Weibull distribution has been found to be the most common statistical distribution used when failure free life is considered. Some estimation procedures for the three-parameter Weibull distribution are discussed and a new modified maximum likelihood type approach which leverages on the empirical cumulative distribution function is proposed for subsequent research in this paper. (Authors' abstract)
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| format | Conference or Workshop Item |
| id | my.oum.525 |
| institution | Open University Malaysia |
| publishDate | 2010 |
| record_format | eprints |
| spelling | my.oum.5252011-02-17T09:57:59Z Review and classification of reliability statistical models exhibiting failure-free life characteristic Tony, Halim Kanesan , Muthusamy Shao, Wei Lam Sie , Yong Chia TA Engineering (General). Civil engineering (General) In many real-world reliability engineering applications, basic engineering considerations typically result in the need for using a statistical distribution with a failure free life (FFL) parameter. These include the usual failure time models as well as specialized repair time models for maintenance planning, and breakdown voltage models used for voltage endurance studies of electrical insulations. In the domain of quality and reliability engineering, literature in the area of FFL is relatively sparse. In this paper, we proposed a classification structure for the purpose of defining the type of distributions based on considerations of the failure mechanism and distributional structure. From the literature, the three-parameter Weibull distribution has been found to be the most common statistical distribution used when failure free life is considered. Some estimation procedures for the three-parameter Weibull distribution are discussed and a new modified maximum likelihood type approach which leverages on the empirical cumulative distribution function is proposed for subsequent research in this paper. (Authors' abstract) 2010 Conference or Workshop Item PeerReviewed Tony, Halim and Kanesan , Muthusamy and Shao, Wei Lam and Sie , Yong Chia (2010) Review and classification of reliability statistical models exhibiting failure-free life characteristic. In: The 40th International Conference on Computers and Industrial Engineering (CIE40), 25-28 July 2010 , Kobe, Japan. https://library.oum.edu.my/repository/525/ |
| spellingShingle | TA Engineering (General). Civil engineering (General) Tony, Halim Kanesan , Muthusamy Shao, Wei Lam Sie , Yong Chia Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title | Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title_full | Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title_fullStr | Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title_full_unstemmed | Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title_short | Review and classification of reliability statistical models exhibiting failure-free life characteristic |
| title_sort | review and classification of reliability statistical models exhibiting failure-free life characteristic |
| topic | TA Engineering (General). Civil engineering (General) |
| url | https://library.oum.edu.my/repository/525/ |
| url_provider | http://library.oum.edu.my/repository/ |