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A Simulated Annealing For Intra-Cell Layout Design Of Dynamic Cellular Manufacturing Systems With Route Selection, Purchasing Machines And Cell Reconfiguration

Author

Listed:
  • REZA KIA

    (Department of Industrial Engineering, Mazandaran University of Science and Technology, Babol, Iran)

  • NIKBAKHSH JAVADIAN

    (Department of Industrial Engineering, Mazandaran University of Science and Technology, Babol, Iran)

  • MOHAMMAD MAHDI PAYDAR

    (School of Industrial Engineering, Iran University of Science and Technology, Narmak, Tehran, Iran, P.O. Box: 163-16765, Iran)

  • MOHAMMAD SAIDI-MEHRABAD

    (School of Industrial Engineering, Iran University of Science and Technology, Narmak, Tehran, Iran, P.O. Box: 163-16765, Iran)

Abstract

This paper develops a novel mixed integer nonlinear programming model for the intra-cell layout design of dynamic cellular manufacturing systems. In dynamic environment, the product mix and part demand are varying during a multi-period planning horizon. As a result, the cell configuration for one period may not be efficient for successive periods and thus necessitates reconfigurations. The proposed model incorporates several design features including intra-cell layout, operation sequence, operation time, alternative process routings, duplicate machines, purchase machine, machine capacity, route selection, production volume of parts, part movements in batch and cell reconfiguration. By considering intra-cell layout and operation sequence, the material handling volume and related cost is calculated more exactly. The objective is to minimize the total costs of inter-cell material handling, forward and backward intra-cell material handling, setting up route, machine relocation, purchasing new machines, machine overhead and machine processing. The main constraints are route selection among flexible routings, machine availability, cell size, machine time-capacity and machine location. The proposed model cannot be solved for large-sized problems optimally within a reasonable amount of computational time. Therefore, an efficient simulated annealing algorithm is developed to overcome NP-hardness of the proposed model.

Suggested Citation

  • Reza Kia & Nikbakhsh Javadian & Mohammad Mahdi Paydar & Mohammad Saidi-Mehrabad, 2013. "A Simulated Annealing For Intra-Cell Layout Design Of Dynamic Cellular Manufacturing Systems With Route Selection, Purchasing Machines And Cell Reconfiguration," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 30(04), pages 1-41.
  • Handle: RePEc:wsi:apjorx:v:30:y:2013:i:04:n:s0217595913500048
    DOI: 10.1142/S0217595913500048
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    References listed on IDEAS

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    1. Antonio Fuster Olivares & Jose Miguel Giner Perez & Mª Carmen Tolosa Bailen, 2004. "The new economy in Spain: a regional analysis," ERSA conference papers ersa04p284, European Regional Science Association.
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    Cited by:

    1. Ravi Kumar & Surya Prakash Singh, 2018. "Simulated Annealing-Based Embedded Meta-Heuristic Approach to Solve Bi-objective Robust Stochastic Sustainable Cellular Layout," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(1), pages 69-93, March.
    2. Pablo Pérez-Gosende & Josefa Mula & Manuel Díaz-Madroñero, 2020. "Overview of Dynamic Facility Layout Planning as a Sustainability Strategy," Sustainability, MDPI, vol. 12(19), pages 1-16, October.

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