Applied markovian approach for determining optimal process means in single stage SME production system
The determination of optimum process mean has become one of the focused research area in order to improve product quality. Depending on the value of quality characteristic of juice filling in the bottle, an item can be reworked, accepted or accepted with penalty cost by the system which is succ...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IJACS 2011
2011
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| Online Access: | http://eprints.utem.edu.my/id/eprint/198/ http://eprints.utem.edu.my/id/eprint/198/1/markovianpublishedonline.pdf |
| _version_ | 1848886903221256192 |
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| author | Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad |
| author_facet | Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad |
| author_sort | Hasan Basari, Abd Samad |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | The determination of optimum process mean has become
one of the focused research area in order to improve
product quality. Depending on the value of quality
characteristic of juice filling in the bottle, an item can be
reworked, accepted or accepted with penalty cost by the
system which is successfully transform to the finishing
product by using the Markovian model. By assuming the
quality characteristic is normally distributed, the
probability of rework, accept and accept with penalty cost
is obtained by the Markov model and next the optimum of
process mean is determined which maximizes the
expected profit per item. In this paper, we present the
analysis of selecting the process mean in the filling
process. By varying the rework and accept with penalty
cost, the analysis shown the sensitivity of the Markov
approach to determine the process mean. |
| first_indexed | 2025-11-15T19:45:53Z |
| format | Article |
| id | utem-198 |
| institution | Universiti Teknikal Malaysia Melaka |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:45:53Z |
| publishDate | 2011 |
| publisher | IJACS 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utem-1982023-05-31T15:56:16Z http://eprints.utem.edu.my/id/eprint/198/ Applied markovian approach for determining optimal process means in single stage SME production system Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad The determination of optimum process mean has become one of the focused research area in order to improve product quality. Depending on the value of quality characteristic of juice filling in the bottle, an item can be reworked, accepted or accepted with penalty cost by the system which is successfully transform to the finishing product by using the Markovian model. By assuming the quality characteristic is normally distributed, the probability of rework, accept and accept with penalty cost is obtained by the Markov model and next the optimum of process mean is determined which maximizes the expected profit per item. In this paper, we present the analysis of selecting the process mean in the filling process. By varying the rework and accept with penalty cost, the analysis shown the sensitivity of the Markov approach to determine the process mean. IJACS 2011 2011 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/198/1/markovianpublishedonline.pdf Hasan Basari, Abd Samad and Hussin, Burairah and Asmai, Siti Azirah and Ibrahim, Nuzulha Khilwani and Shibghatullah, Abdul Samad (2011) Applied markovian approach for determining optimal process means in single stage SME production system. International Journal for Advances in Computer Science, 2 (3). pp. 1-7. ISSN 2218-6638 |
| spellingShingle | Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad Applied markovian approach for determining optimal process means in single stage SME production system |
| title | Applied markovian approach for determining optimal process means in single stage SME production system |
| title_full | Applied markovian approach for determining optimal process means in single stage SME production system |
| title_fullStr | Applied markovian approach for determining optimal process means in single stage SME production system |
| title_full_unstemmed | Applied markovian approach for determining optimal process means in single stage SME production system |
| title_short | Applied markovian approach for determining optimal process means in single stage SME production system |
| title_sort | applied markovian approach for determining optimal process means in single stage sme production system |
| url | http://eprints.utem.edu.my/id/eprint/198/ http://eprints.utem.edu.my/id/eprint/198/1/markovianpublishedonline.pdf |