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Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems
Glass Tube is one of the main components for fluorescent lamps as it contains all the other components to generate light. Glass tube industry faces a decline in demand in Egypt. This is attributed to two factors: currency floating and new lighting technologies. In response, glass tube manufacturers...
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| Format: | Thesis |
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AUC Knowledge Fountain
2018
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| _version_ | 1867613410378645504 |
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| access_status_str | Open Access |
| author | Ellaban, Ahmed |
| author_browse | Ellaban, Ahmed |
| author_facet | Ellaban, Ahmed |
| author_sort | Ellaban, Ahmed |
| collection | Thesis |
| dc_rights_str_mv | The author retains all rights with regard to copyright. The author certifies that written permission from the owner(s) of third-party copyrighted matter included in the thesis, dissertation, paper, or record of study has been obtained. The author further certifies that IRB approval has been obtained for this thesis, or that IRB approval is not necessary for this thesis. Insofar as this thesis, dissertation, paper, or record of study is an educational record as defined in the Family Educational Rights and Privacy Act (FERPA) (20 USC 1232g), the author has granted consent to disclosure of it to anyone who requests a copy. |
| description | Glass Tube is one of the main components for fluorescent lamps as it contains all the other components to generate light. Glass tube industry faces a decline in demand in Egypt. This is attributed to two factors: currency floating and new lighting technologies. In response, glass tube manufacturers decided to diversify their products. This required the integration of Make-to-Stock (MTS), which is used usually for glass tube manufacturing, and Make-to-Order (MTO) which is used to fulfill demands for diversified products. In this thesis, Production policy is proposed to plan for MTS & MTO production. This policy determines when to produce broken glass (cullet), MTS product or MTO product. Priority is given to Cullet which is used as raw material in glass making. The second choice is to produce MTS product, and excess capacity is used to produce MTO products. Once MTO order is fulfilled, the choice is made to either produce cullet or MTS product. The policy defines two levels for cullet inventory and MTS product inventory. If cullet inventory reaches the lower level, cullet will be produced until the inventory level reaches higher level. If the cullet reaches the higher level or the level is decreasing towards lower level, products will be produced. The type of product is determined according to the inventory level of MTS product. If the MTS inventory level is lower than high inventory level, MTS product will be produced. Once it reaches high inventory level, MTO product will be produced. A simulation model is developed to simulate glass tube production. The model is divided into three interconnected modules: production, order fulfillment and decision. The model was verified and validated through different cases. Based on the simulation model, an optimization algorithm is applied to select optimum parameters for proposed policy with the objective of minimizing total costs. The proposed production policy proved its effectiveness in reducing total cost in glass tube manufacturing. Sensitivity analysis was performed to show the effect of raw material prices and energy price on the solutions obtained by optimization algorithm. Increase in raw material prices has effect on production parameters; however, it has no effect policy parameters. Increase in energy prices has effect on production parameters and policy parameters. |
| format | Thesis |
| id | oai:fount.aucegypt.edu:etds-1482 |
| institution | American University in Cairo (Egypt) |
| last_indexed | 2026-06-10T12:35:42.290Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from AUC Knowledge Fountain — bepress |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| publisher | AUC Knowledge Fountain |
| publisherStr | AUC Knowledge Fountain |
| record_format | dspace |
| source_str | AUC Knowledge Fountain — bepress |
| spelling | oai:fount.aucegypt.edu:etds-1482 Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems Ellaban, Ahmed Glass Tube is one of the main components for fluorescent lamps as it contains all the other components to generate light. Glass tube industry faces a decline in demand in Egypt. This is attributed to two factors: currency floating and new lighting technologies. In response, glass tube manufacturers decided to diversify their products. This required the integration of Make-to-Stock (MTS), which is used usually for glass tube manufacturing, and Make-to-Order (MTO) which is used to fulfill demands for diversified products. In this thesis, Production policy is proposed to plan for MTS & MTO production. This policy determines when to produce broken glass (cullet), MTS product or MTO product. Priority is given to Cullet which is used as raw material in glass making. The second choice is to produce MTS product, and excess capacity is used to produce MTO products. Once MTO order is fulfilled, the choice is made to either produce cullet or MTS product. The policy defines two levels for cullet inventory and MTS product inventory. If cullet inventory reaches the lower level, cullet will be produced until the inventory level reaches higher level. If the cullet reaches the higher level or the level is decreasing towards lower level, products will be produced. The type of product is determined according to the inventory level of MTS product. If the MTS inventory level is lower than high inventory level, MTS product will be produced. Once it reaches high inventory level, MTO product will be produced. A simulation model is developed to simulate glass tube production. The model is divided into three interconnected modules: production, order fulfillment and decision. The model was verified and validated through different cases. Based on the simulation model, an optimization algorithm is applied to select optimum parameters for proposed policy with the objective of minimizing total costs. The proposed production policy proved its effectiveness in reducing total cost in glass tube manufacturing. Sensitivity analysis was performed to show the effect of raw material prices and energy price on the solutions obtained by optimization algorithm. Increase in raw material prices has effect on production parameters; however, it has no effect policy parameters. Increase in energy prices has effect on production parameters and policy parameters. 2018-06-01T07:00:00Z thesis application/pdf https://fount.aucegypt.edu/etds/483 https://fount.aucegypt.edu/context/etds/article/1482/viewcontent/Simulation_based_20Optimized_20Production_20Policy_20for_20Hybrid_20MTS_MTO_20Glass_20Tube_20Manufacturing_20Systems.pdf The author retains all rights with regard to copyright. The author certifies that written permission from the owner(s) of third-party copyrighted matter included in the thesis, dissertation, paper, or record of study has been obtained. The author further certifies that IRB approval has been obtained for this thesis, or that IRB approval is not necessary for this thesis. Insofar as this thesis, dissertation, paper, or record of study is an educational record as defined in the Family Educational Rights and Privacy Act (FERPA) (20 USC 1232g), the author has granted consent to disclosure of it to anyone who requests a copy. Theses and Dissertations AUC Knowledge Fountain Simulation Optimization Glass Tubes Hybrid system Make-To-Stock Make-To-Order Arena Simulation Discrete Event Simulation NA NA |
| spellingShingle | Simulation Optimization Glass Tubes Hybrid system Make-To-Stock Make-To-Order Arena Simulation Discrete Event Simulation NA NA Ellaban, Ahmed Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title | Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title_full | Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title_fullStr | Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title_full_unstemmed | Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title_short | Simulation-based Optimized Production Policy for Hybrid MTS/MTO Glass Tube Manufacturing Systems |
| title_sort | simulation based optimized production policy for hybrid mts mto glass tube manufacturing systems |
| topic | Simulation Optimization Glass Tubes Hybrid system Make-To-Stock Make-To-Order Arena Simulation Discrete Event Simulation NA NA |
| url | https://fount.aucegypt.edu/etds/483 https://fount.aucegypt.edu/context/etds/article/1482/viewcontent/Simulation_based_20Optimized_20Production_20Policy_20for_20Hybrid_20MTS_MTO_20Glass_20Tube_20Manufacturing_20Systems.pdf |
| work_keys_str_mv | AT ellabanahmed simulationbasedoptimizedproductionpolicyforhybridmtsmtoglasstubemanufacturingsystems |