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Integrated versus hierarchical approach to aggregate production planning and master production scheduling

Author

Listed:
  • Tom Vogel

    (European University Viadrina, Frankfurt (Oder)
    Universidade do Porto)

  • Bernardo Almada-Lobo

    (Universidade do Porto)

  • Christian Almeder

    (European University Viadrina, Frankfurt (Oder))

Abstract

The hierarchical planning concept is commonly used for production planning. Dividing the planning process into subprocesses which are solved separately in the order of the hierarchy decreases the complexity and fits the common organizational structure. However, interaction between planning levels is crucial to avoid infeasibility and inconsistency of plans. Furthermore, optimizing subproblems often leads to suboptimal results for the overall problem. The alternative, a monolithic model integrating all planning levels, has been rejected in the literature because of several reasons. In this study, we show that some of them do not hold for an integrated production planning model combining the planning tasks usually attributed to aggregate production planning and master production scheduling. Therefore, we develop a hierarchical and an integrated model considering both levels, aggregate production planning and master production scheduling. Computational tests show that it is possible to solve the integrated model and that it outperforms the hierarchical approach for all instances. Moreover, an indication is given why and when integration is beneficial.

Suggested Citation

  • Tom Vogel & Bernardo Almada-Lobo & Christian Almeder, 2017. "Integrated versus hierarchical approach to aggregate production planning and master production scheduling," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(1), pages 193-229, January.
    • Handle: RePEc:spr:orspec:v:39:y:2017:i:1:d:10.1007_s00291-016-0450-2
    DOI: 10.1007/s00291-016-0450-2
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    References listed on IDEAS

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    1. Stadtler, Hartmut, 2000. "Improved rolling schedules for the dynamic single level lot sizing problem," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 14079, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    2. Alan S. Manne, 1958. "Programming of Economic Lot Sizes," Management Science, INFORMS, vol. 4(2), pages 115-135, January.
    3. Gabriel R. Bitran & Elizabeth A. Haas & Arnoldo C. Hax, 1981. "Hierarchical Production Planning: A Single Stage System," Operations Research, INFORMS, vol. 29(4), pages 717-743, August.
    4. Ozdamar, Linet & Bozyel, M. Ali & Birbil, S. Ilker, 1998. "A hierarchical decision support system for production planning (with case study)," European Journal of Operational Research, Elsevier, vol. 104(3), pages 403-422, February.
    5. Selcuk, B. & Fransoo, J.C. & De Kok, A.G., 2006. "The effect of updating lead times on the performance of hierarchical planning systems," International Journal of Production Economics, Elsevier, vol. 104(2), pages 427-440, December.
    6. Xue, Guisen & Felix Offodile, O. & Zhou, Hong & Troutt, Marvin D., 2011. "Integrated production planning with sequence-dependent family setup times," International Journal of Production Economics, Elsevier, vol. 131(2), pages 674-681, June.
    7. Fleischmann, B. & Meyr, H., 2003. "Planning Hierarchy, Modeling and Advanced Planning Systems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 36714, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    8. Rohde, J. & Meyr, H. & Wagner, M., 2000. "Die Supply Chain Planning Matrix," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 36716, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    9. Stephen C. Graves, 1982. "Using Lagrangean Techniques to Solve Hierarchical Production Planning Problems," Management Science, INFORMS, vol. 28(3), pages 260-275, March.
    10. Jodlbauer, Herbert, 2006. "An approach for integrated scheduling and lot-sizing," European Journal of Operational Research, Elsevier, vol. 172(2), pages 386-400, July.
    11. L. S. Lasdon & R. C. Terjung, 1971. "An Efficient Algorithm for Multi-Item Scheduling," Operations Research, INFORMS, vol. 19(4), pages 946-969, August.
    12. Virna ORTIZ-ARAYA & Víctor M. ALBORNOZ, 2012. "Hierarchical Planning Methodology for a Supply Chain Management," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 16(2), pages 14-18.
    13. Hartmut Stadtler, 2000. "Improved Rolling Schedules for the Dynamic Single-Level Lot-Sizing Problem," Management Science, INFORMS, vol. 46(2), pages 318-326, February.
    14. Bernard P. Dzielinski & Ralph E. Gomory, 1965. "Optimal Programming of Lot Sizes, Inventory and Labor Allocations," Management Science, INFORMS, vol. 11(9), pages 874-890, July.
    15. Schneeweiss, Christoph, 2003. "Distributed decision making--a unified approach," European Journal of Operational Research, Elsevier, vol. 150(2), pages 237-252, October.
    16. Carravilla, Maria Antonia & de Sousa, Jorge Pinho, 1995. "Hierarchical production planning in a make-to-order company: A case study," European Journal of Operational Research, Elsevier, vol. 86(1), pages 43-56, October.
    17. Chung, Chen-Hua & Krajewski, Lee J, 1987. "Interfacing aggregate plans and master production schedules via a rolling horizon feedback procedure," Omega, Elsevier, vol. 15(5), pages 401-409.
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    Cited by:

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    2. Akhtari, Shaghaygh & Sowlati, Taraneh & Griess, Verena C., 2018. "Integrated strategic and tactical optimization of forest-based biomass supply chains to consider medium-term supply and demand variations," Applied Energy, Elsevier, vol. 213(C), pages 626-638.

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