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Makespan minimization for batching work and rework process on a single facility with an aging effect: a hybrid meta-heuristic algorithm for sustainable production management

Author

Listed:
  • A. Beynaghi

    (Amirkabir University of Technology
    Amirkabir University of Technology
    Amirkabir University of Technology)

  • F. Moztarzadeh

    (Amirkabir University of Technology
    Amirkabir University of Technology)

  • A. Shahmardan

    (Amirkabir University of Technology)

  • R. Alizadeh

    (Amirkabir University of Technology
    Amirkabir University of Technology
    Amirkabir University of Technology)

  • J. Salimi

    (Amirkabir University of Technology)

  • M. Mozafari

    (Materials and Energy Research Center (MERC))

Abstract

This paper takes into account a single facility that produces good quality as well as defective units in batches. In addition, units produced on the facility are inspected for quality in batches. Herein, after the inspection is completed, the defective units of the inspected batch are reworked. Each reworked unit has the required good quality. When the facility is related to reworking defective units, there is an aging effect in which the processing time of a defective unit depends on its position in a sequence. Subsequently, when reworking of all defective units in each batch is completed, a maintenance activity is required, after which the facility will be restored to its initial condition. In addition, it is assumed that the percentage of the defective units is the same in each batch. The objective is to find the number of batches and their (integer) size such that the makespan is minimized. The major contributions of this paper can be summarized in two aspects. Firstly, we propose a new reasonable model for an imperfect production of a single product, and secondly, to solve the proposed model, a hybrid meta-heuristic algorithm comprising genetic algorithm, variable neighborhood search and simulated annealing algorithms is developed. The experimental results confirms that the hybrid algorithm can be proposed to sustainably solve this problem.

Suggested Citation

  • A. Beynaghi & F. Moztarzadeh & A. Shahmardan & R. Alizadeh & J. Salimi & M. Mozafari, 2019. "Makespan minimization for batching work and rework process on a single facility with an aging effect: a hybrid meta-heuristic algorithm for sustainable production management," Journal of Intelligent Manufacturing, Springer, vol. 30(1), pages 33-45, January.
    • Handle: RePEc:spr:joinma:v:30:y:2019:i:1:d:10.1007_s10845-016-1223-0
    DOI: 10.1007/s10845-016-1223-0
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    References listed on IDEAS

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    1. Gribkovskaia, Irina V. & Kovalev, Sergey & Werner, Frank, 2010. "Batching for work and rework processes on dedicated facilities to minimize the makespan," Omega, Elsevier, vol. 38(6), pages 522-527, December.
    2. Mosheiov, Gur, 2001. "Scheduling problems with a learning effect," European Journal of Operational Research, Elsevier, vol. 132(3), pages 687-693, August.
    3. W-H Kuo & D-L Yang, 2008. "Minimizing the makespan in a single-machine scheduling problem with the cyclic process of an aging effect," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(3), pages 416-420, March.
    4. Schmidt, Gunter, 2000. "Scheduling with limited machine availability," European Journal of Operational Research, Elsevier, vol. 121(1), pages 1-15, February.
    5. Biskup, Dirk, 2008. "A state-of-the-art review on scheduling with learning effects," European Journal of Operational Research, Elsevier, vol. 188(2), pages 315-329, July.
    6. Cheng, T. C. E. & Ding, Q. & Lin, B. M. T., 2004. "A concise survey of scheduling with time-dependent processing times," European Journal of Operational Research, Elsevier, vol. 152(1), pages 1-13, January.
    7. B Alidaee & N K Womer, 1999. "Scheduling with time dependent processing times: Review and extensions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(7), pages 711-720, July.
    8. Gregory H. Graves & Chung‐Yee Lee, 1999. "Scheduling maintenance and semiresumable jobs on a single machine," Naval Research Logistics (NRL), John Wiley & Sons, vol. 46(7), pages 845-863, October.
    9. Philippe Baptiste, 2000. "Batching identical jobs," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 52(3), pages 355-367, December.
    10. Potts, Chris N. & Kovalyov, Mikhail Y., 2000. "Scheduling with batching: A review," European Journal of Operational Research, Elsevier, vol. 120(2), pages 228-249, January.
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