A markovian approach to determine optimal means for SME production process
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, an item can be reworked, scrapped or accepted by the system which is successfully transform to the finishing product by using t...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | en |
| Published: |
2011
|
| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/194/1/MUiCET-MARKOVIAN_APPROACH.pdf http://eprints.utem.edu.my/id/eprint/194/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832715941146787840 |
|---|---|
| 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 Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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, an item can be reworked, scrapped or accepted 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, scrap and accept is obtained by the Markov model and next the optimum of process mean is determine which maximizes the expected profit per item. In this paper, we present the preliminary analysis of selecting the process mean by referring to SME production process. By varying the rework and scrap cost, the analysis shows the sensitivity of the Markov approach to determine process mean. |
| format | Conference or Workshop Item |
| id | my.utem.eprints-194 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2011 |
| record_format | eprints |
| spelling | my.utem.eprints-1942023-06-06T15:23:06Z http://eprints.utem.edu.my/id/eprint/194/ A markovian approach to determine optimal means for SME production process Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad QA75 Electronic computers. Computer science 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, an item can be reworked, scrapped or accepted 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, scrap and accept is obtained by the Markov model and next the optimum of process mean is determine which maximizes the expected profit per item. In this paper, we present the preliminary analysis of selecting the process mean by referring to SME production process. By varying the rework and scrap cost, the analysis shows the sensitivity of the Markov approach to determine process mean. 2011 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/194/1/MUiCET-MARKOVIAN_APPROACH.pdf Hasan Basari, Abd Samad and Hussin, Burairah and Asmai, Siti Azirah and Ibrahim, Nuzulha Khilwani and Shibghatullah, Abdul Samad (2011) A markovian approach to determine optimal means for SME production process. In: Malaysian Technical Universities International Conference on Engineering and Technology (MUiCET 2011), 14 - 15 November, 2011, UTHM, Batu Pahat, Johor. |
| spellingShingle | QA75 Electronic computers. Computer science Hasan Basari, Abd Samad Hussin, Burairah Asmai, Siti Azirah Ibrahim, Nuzulha Khilwani Shibghatullah, Abdul Samad A markovian approach to determine optimal means for SME production process |
| title | A markovian approach to determine optimal means for SME production process |
| title_full | A markovian approach to determine optimal means for SME production process |
| title_fullStr | A markovian approach to determine optimal means for SME production process |
| title_full_unstemmed | A markovian approach to determine optimal means for SME production process |
| title_short | A markovian approach to determine optimal means for SME production process |
| title_sort | markovian approach to determine optimal means for sme production process |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utem.edu.my/id/eprint/194/1/MUiCET-MARKOVIAN_APPROACH.pdf http://eprints.utem.edu.my/id/eprint/194/ |
| url_provider | http://eprints.utem.edu.my/ |