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Switching decisions in a hybrid MTS/MTO production system comprising multiple machines considering setup

Author

Listed:
  • Sato, Yutaro
  • Maeda, Hiroyuki
  • Toshima, Ryusei
  • Nagasawa, Keisuke
  • Morikawa, Katsumi
  • Takahashi, Katsuhiko

Abstract

A hybrid make-to-stock (MTS) and make-to-order (MTO) production system was developed and analyzed in this study using a Markov decision process (MDP) model. Previous research successfully modeled cases with and without consideration of setup to obtain optimal solutions for such systems; however, the analyzed models were limited to a single machine. Therefore, this study formulated a hybrid MTS/MTO production system comprising multiple machines using a discrete-time MDP without prioritizing either MTS or MTO. All machines were considered hybrid machines that could be switched between MTS and MTO production by incurring a setup period. The MDP model was formulated using the state space, action space of the switching decision, transition probability, and cost function. The objective was to minimize the average cost per period, which comprised the MTS inventory holding costs, MTO job backlog costs, setup costs, and lost sales costs. A series of numerical investigations was undertaken to examine the number of machines that should be switched simultaneously within a given period and evaluate the dedication of different numbers of machines to a particular process, which are unique conditions to the assumption of multiple machines. The results indicated that switching only one machine at a time in a given period was sufficient and that the average cost remained unchanged even when machines were partially dedicated to MTS and/or MTO production. Thus, the proposed switching decisions were shown to realize the efficient control of hybrid MTS/MTO production systems.

Suggested Citation

  • Sato, Yutaro & Maeda, Hiroyuki & Toshima, Ryusei & Nagasawa, Keisuke & Morikawa, Katsumi & Takahashi, Katsuhiko, 2023. "Switching decisions in a hybrid MTS/MTO production system comprising multiple machines considering setup," International Journal of Production Economics, Elsevier, vol. 263(C).
    • Handle: RePEc:eee:proeco:v:263:y:2023:i:c:s0925527323001093
    DOI: 10.1016/j.ijpe.2023.108877
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    References listed on IDEAS

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    1. Beemsterboer, Bart & Land, Martin & Teunter, Ruud, 2016. "Hybrid MTO-MTS production planning: An explorative study," European Journal of Operational Research, Elsevier, vol. 248(2), pages 453-461.
    2. Scott Carr & Izak Duenyas, 2000. "Optimal Admission Control and Sequencing in a Make-to-Stock/Make-to-Order Production System," Operations Research, INFORMS, vol. 48(5), pages 709-720, October.
    3. Awi Federgruen & Ziv Katalan, 1999. "The Impact of Adding a Make-to-Order Item to a Make-to-Stock Production System," Management Science, INFORMS, vol. 45(7), pages 980-994, July.
    4. Federica Costa & Kaustav Kundu & Matteo Rossini & Alberto Portioli-Staudacher, 2023. "Comparative study of bottleneck-based release models and load-based ones in a hybrid MTO-MTS flow shop: an assessment by simulation," Operations Management Research, Springer, vol. 16(1), pages 33-48, March.
    5. Beemsterboer, Bart & Land, Martin & Teunter, Ruud & Bokhorst, Jos, 2017. "Integrating make-to-order and make-to-stock in job shop control," International Journal of Production Economics, Elsevier, vol. 185(C), pages 1-10.
    6. Morikawa, Katsumi & Takahashi, Katsuhiko & Hirotani, Daisuke, 2014. "Make-to-stock policies for a multistage serial system under a make-to-order production environment," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 30-37.
    7. Christian van Delft & K. Hadj Youssef, 2004. "Efficient Scheduling Rules in a Combined Make-to-Stock and Make-to-Order Manufacturing System," Post-Print hal-00471415, HAL.
    8. Chang, Sheng-Hung & Pai, Ping-Feng & Yuan, Kuo-Jung & Wang, Bo-Chang & Li, Rong-Kwei, 2003. "Heuristic PAC model for hybrid MTO and MTS production environment," International Journal of Production Economics, Elsevier, vol. 85(3), pages 347-358, September.
    9. Wu, Muh-Cherng & Jiang, Jr-Hsiung & Chang, Wen-Jen, 2008. "Scheduling a hybrid MTO/MTS semiconductor fab with machine-dedication features," International Journal of Production Economics, Elsevier, vol. 112(1), pages 416-426, March.
    10. Soman, Chetan Anil & van Donk, Dirk Pieter & Gaalman, Gerard, 2004. "Combined make-to-order and make-to-stock in a food production system," International Journal of Production Economics, Elsevier, vol. 90(2), pages 223-235, July.
    11. Soman, Chetan Anil & Pieter van Donk, Dirk & Gaalman, Gerard, 2006. "Comparison of dynamic scheduling policies for hybrid make-to-order and make-to-stock production systems with stochastic demand," International Journal of Production Economics, Elsevier, vol. 104(2), pages 441-453, December.
    12. Khaled Hadj Youssef & Christian Van Delft & Yves Dallery, 2004. "Efficient Scheduling Rules in a Combined Make-to-Stock and Make-to-Order Manufacturing System," Annals of Operations Research, Springer, vol. 126(1), pages 103-134, February.
    13. Diwakar Gupta & Lei Wang, 2007. "Capacity Management for Contract Manufacturing," Operations Research, INFORMS, vol. 55(2), pages 367-377, April.
    14. Kay Peeters & Henny van Ooijen, 2020. "Hybrid make-to-stock and make-to-order systems: a taxonomic review," International Journal of Production Research, Taylor & Francis Journals, vol. 58(15), pages 4659-4688, July.
    15. Christian van Delft & K. Hadj Youssef y & Yves Dallery, 2009. "Analysis and Optimization of a Combined Make-to-Stock and Make-to-Order Multiproduct Manufacturing System," Post-Print hal-00491695, HAL.
    16. Beemsterboer, Bart & Land, Martin & Teunter, Ruud, 2017. "Flexible lot sizing in hybrid make-to-order/make-to-stock production planning," European Journal of Operational Research, Elsevier, vol. 260(3), pages 1014-1023.
    17. Viên Nguyen, 1998. "A Multiclass Hybrid Production Center in Heavy Traffic," Operations Research, INFORMS, vol. 46(3-supplem), pages 13-25, June.
    18. S. Rajagopalan, 2002. "Make to Order or Make to Stock: Model and Application," Management Science, INFORMS, vol. 48(2), pages 241-256, February.
    19. Charles R. Sox & L. Joseph Thomas & John O. McClain, 1997. "Coordinating Production and Inventory to Improve Service," Management Science, INFORMS, vol. 43(9), pages 1189-1197, September.
    20. Zhang, Zhe George & Kim, Ilhyung & Springer, Mark & Cai, Gangshu (George) & Yu, Yugang, 2013. "Dynamic pooling of make-to-stock and make-to-order operations," International Journal of Production Economics, Elsevier, vol. 144(1), pages 44-56.
    21. Pereira, Daniel Filipe & Oliveira, José Fernando & Carravilla, Maria Antónia, 2022. "Merging make-to-stock/make-to-order decisions into sales and operations planning: A multi-objective approach," Omega, Elsevier, vol. 107(C).
    22. Fernandes, Nuno O. & Silva, Cristóvão & Carmo-Silva, S., 2015. "Order release in the hybrid MTO–FTO production," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 513-520.
    23. Williams, T. M., 1984. "Special products and uncertainty in production/inventory systems," European Journal of Operational Research, Elsevier, vol. 15(1), pages 46-54, January.
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