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튜브 제조 시스템의 생산 스케쥴링 사례연구

A Case Study on the Scheduling for a Tube Manufacturing System

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주제분류산업공학

초록

This paper introduces a case study for efficient generation of production schedules in a tube manufacturing system. The considered scheduling problem consists of two sub problems:lot sizing for a job and job sequencing. Since these problems require simulation optimization in which the performance measures are obtained by simulation execution, the trade-off between solution quality and computation time is an important issue. In this study, the optimal lot size for every product type is determined from simulation experiments. Then, target production quantity for each product type is transformed to several jobs such that a job consists of determined lot size. To obtain the good solution for a job sequence in a reasonable time, a number of alternatives are generated from heuristic rules developed by intuition and analysis of the considered system, and a job sequence is selected from simulation experiments.

Abstract

This paper introduces a case study for efficient generation of production schedules in a tube manufacturing system. The considered scheduling problem consists of two sub problems:lot sizing for a job and job sequencing. Since these problems require simulation optimization in which the performance measures are obtained by simulation execution, the trade-off between solution quality and computation time is an important issue. In this study, the optimal lot size for every product type is determined from simulation experiments. Then, target production quantity for each product type is transformed to several jobs such that a job consists of determined lot size. To obtain the good solution for a job sequence in a reasonable time, a number of alternatives are generated from heuristic rules developed by intuition and analysis of the considered system, and a job sequence is selected from simulation experiments.

참고문헌 (8)

  1. Andradottir, S, "A Review of Simulation Optimization Techniques", Proceedings of the 1998 Winter Simulation Conference, pp.151~158 (1998)
  2. April, J., "Practical Introduction to Simulation Optimization", Proceedings of the 2003 Winter Simulation Conference, pp.71~78 (2003)
  3. Chang, J. H., "A Comprehensive Review of Lot Streaming", International Journal of Production Research, 43, pp.1515~1536 (2005)
  4. Fu, M. C., "Optimization for Simulation : Theory vs. Practice", INFORMS Journal on Computing, 14(3), pp.192~215 (2002)
  5. Fu, M. C., "Simulation Optimization : A Review, New Development, and Applications", Proceedings of the 2005 Winter Simulation Conference, pp.83~95 (2005)
  6. Pierreval, H., "Using Evolutionary Algorithm and Simulation for the Optimization of Manufacturing Systems", IIE Transaction, 29, pp.181~189 (1997)
  7. Tekin, E., "Simulation Optimization : A Comprehensive Review on Theory and Applications", IIE Transactions, 36, pp.1067~1081 (2004)
  8. Yang, T., "An Evolutionary-Simulation Approach for the Optimization of Multi-Constant Work-In-Process Strategy : A Case study", Int. J. of Production Economics, 107, pp.104~114 (2007)

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