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Building the “Triple R” in global manufacturing

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  • Kristianto, Yohanes
  • Gunasekaran, Angappa
  • Helo, Petri

Abstract

Responsiveness, robustness and resilience (the “Triple R”) have become key objectives in global manufacturing, as a way of gaining competitive advantage in the global marketplace. The goal is to hedge against business uncertainties, so as to maximize the robustness of operations, maximize responsiveness by generating operational flexibility at the minimum cost, use of inventories and environmental impact, and to build resilience in global manufacturing, in order to achieve strategic flexibility. The Triple R is achieved by integrating major operational items, including planning, scheduling, real-time optimization and control. This article reviews existing contributions in the field of global manufacturing, and synthesizes these into a single conceptual model of Triple R. The overview is provided in terms of the development of decision support tools and methods, particularly the development of mathematical programming. The review reveals the fact that there have been limited contributions on the social side of sustainability. Environmental impact can be assessed by considering the product life cycle, yet the integration of R&D into global manufacturing operations has received limited contributions. On the modelling side, there are three dominant approaches: transfer pricing, strategic sourcing strategy, and logistics networks design. The paper ends by presenting a conceptual model and providing a methodological procedure for building the Triple R in global manufacturing. We also suggest implementing more advanced modelling and solution methods, which cover not only logistics and transports, but also the integration of concurrent engineering (CE) with aggregate production planning and scheduling.

Suggested Citation

  • Kristianto, Yohanes & Gunasekaran, Angappa & Helo, Petri, 2017. "Building the “Triple R” in global manufacturing," International Journal of Production Economics, Elsevier, vol. 183(PC), pages 607-619.
    • Handle: RePEc:eee:proeco:v:183:y:2017:i:pc:p:607-619
    DOI: 10.1016/j.ijpe.2015.12.011
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    1. Lakhal, Salem Y., 2006. "An operational profit sharing and transfer pricing model for network-manufacturing companies," European Journal of Operational Research, Elsevier, vol. 175(1), pages 543-565, November.
    2. Zietz, Joachim & Fayissa, Bichaka, 1994. "The impact of exchange rate changes on investment in research and development," The Quarterly Review of Economics and Finance, Elsevier, vol. 34(2), pages 195-211.
    3. Panagiotis Kouvelis & Genaro J. Gutierrez, 1997. "The Newsvendor Problem in a Global Market: Optimal Centralized and Decentralized Control Policies for a Two-Market Stochastic Inventory System," Management Science, INFORMS, vol. 43(5), pages 571-585, May.
    4. Gjerdrum, Jonatan & Shah, Nilay & Papageorgiou, Lazaros G., 2002. "Fair transfer price and inventory holding policies in two-enterprise supply chains," European Journal of Operational Research, Elsevier, vol. 143(3), pages 582-599, December.
    5. Rosenthal, Edward C., 2008. "A game-theoretic approach to transfer pricing in a vertically integrated supply chain," International Journal of Production Economics, Elsevier, vol. 115(2), pages 542-552, October.
    6. Rom, Walter O. & Tukel, Oya Icmeli & Muscatello, Joseph R., 2002. "MRP in a job shop environment using a resource constrained project scheduling model," Omega, Elsevier, vol. 30(4), pages 275-286, August.
    7. Jin, Tongdan & Janamanchi, Balaji & Feng, Qianmei, 2011. "Reliability deployment in distributed manufacturing chains via closed-loop Six Sigma methodology," International Journal of Production Economics, Elsevier, vol. 130(1), pages 96-103, March.
    8. Vidal, Carlos J. & Goetschalckx, Marc, 1997. "Strategic production-distribution models: A critical review with emphasis on global supply chain models," European Journal of Operational Research, Elsevier, vol. 98(1), pages 1-18, April.
    9. Hau Lee & Seungjin Whang, 1999. "Decentralized Multi-Echelon Supply Chains: Incentives and Information," Management Science, INFORMS, vol. 45(5), pages 633-640, May.
    10. Perron, Sylvain & Hansen, Pierre & Le Digabel, Sébastien & Mladenovic, Nenad, 2010. "Exact and heuristic solutions of the global supply chain problem with transfer pricing," European Journal of Operational Research, Elsevier, vol. 202(3), pages 864-879, May.
    11. Marsillac, Erika & Roh, James Jungbae, 2014. "Connecting product design, process and supply chain decisions to strengthen global supply chain capabilities," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 317-329.
    12. A. M. Geoffrion & G. W. Graves, 1974. "Multicommodity Distribution System Design by Benders Decomposition," Management Science, INFORMS, vol. 20(5), pages 822-844, January.
    13. Hu, Xiangling & Motwani, Jaideep G., 2014. "Minimizing downside risks for global sourcing under price-sensitive stochastic demand, exchange rate uncertainties, and supplier capacity constraints," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 398-409.
    14. Stephen C. Graves & Sean P. Willems, 2008. "Strategic Inventory Placement in Supply Chains: Nonstationary Demand," Manufacturing & Service Operations Management, INFORMS, vol. 10(2), pages 278-287, March.
    15. Stephen C. Graves & Sean P. Willems, 2005. "Optimizing the Supply Chain Configuration for New Products," Management Science, INFORMS, vol. 51(8), pages 1165-1180, August.
    16. Baghalian, Atefeh & Rezapour, Shabnam & Farahani, Reza Zanjirani, 2013. "Robust supply chain network design with service level against disruptions and demand uncertainties: A real-life case," European Journal of Operational Research, Elsevier, vol. 227(1), pages 199-215.
    17. Vidal, Carlos J. & Goetschalckx, Marc, 2001. "A global supply chain model with transfer pricing and transportation cost allocation," European Journal of Operational Research, Elsevier, vol. 129(1), pages 134-158, February.
    18. Goetschalckx, Marc & Vidal, Carlos J. & Dogan, Koray, 2002. "Modeling and design of global logistics systems: A review of integrated strategic and tactical models and design algorithms," European Journal of Operational Research, Elsevier, vol. 143(1), pages 1-18, November.
    19. Arnd Huchzermeier & Morris A. Cohen, 1996. "Valuing Operational Flexibility Under Exchange Rate Risk," Operations Research, INFORMS, vol. 44(1), pages 100-113, February.
    20. G. E. Fruchter & A. Fligler & R. S. Winer, 2006. "Optimal Product Line Design: Genetic Algorithm Approach to Mitigate Cannibalization," Journal of Optimization Theory and Applications, Springer, vol. 131(2), pages 227-244, November.
    21. John E. Ettlie, 1998. "R&D and Global Manufacturing Performance," Management Science, INFORMS, vol. 44(1), pages 1-11, January.
    22. Wi Saeng Kim & Esmeralda O Lyn, 1990. "FDI Theories and the Performance of Foreign Multinationals Operating in the U.S," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 21(1), pages 41-54, March.
    23. Roh, James & Hong, Paul & Min, Hokey, 2014. "Implementation of a responsive supply chain strategy in global complexity: The case of manufacturing firms," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 198-210.
    24. Parker, Rodney P. & Wirth, Andrew, 1999. "Manufacturing flexibility: Measures and relationships," European Journal of Operational Research, Elsevier, vol. 118(3), pages 429-449, November.
    25. Z Degraeve & F Roodhooft & B van Doveren, 2005. "The use of total cost of ownership for strategic procurement: a company-wide management information system," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(1), pages 51-59, January.
    26. Pfeiffer, Thomas, 1999. "Transfer pricing and decentralized dynamic lot-sizing in multistage, multiproduct production processes," European Journal of Operational Research, Elsevier, vol. 116(2), pages 319-330, July.
    27. Morris A. Cohen & Suman Mallik, 1997. "Global Supply Chains: Research And Applications," Production and Operations Management, Production and Operations Management Society, vol. 6(3), pages 193-210, September.
    28. Villegas, F. & Ouenniche, J., 2008. "A general unconstrained model for transfer pricing in multinational supply chains," European Journal of Operational Research, Elsevier, vol. 187(3), pages 829-856, June.
    29. Rodríguez Monroy, Carlos & Vilana Arto, José Ramón, 2010. "Analysis of global manufacturing virtual networks in the aeronautical industry," International Journal of Production Economics, Elsevier, vol. 126(2), pages 314-323, August.
    30. Donald Gerwin, 1993. "Manufacturing Flexibility: A Strategic Perspective," Management Science, INFORMS, vol. 39(4), pages 395-410, April.
    31. Matsui, Kenji, 2014. "Gray-market trade with product information service in global supply chains," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 351-361.
    32. Stephen C. Graves & Brian T. Tomlin, 2003. "Process Flexibility in Supply Chains," Management Science, INFORMS, vol. 49(7), pages 907-919, July.
    33. Meixell, Mary J. & Gargeya, Vidyaranya B., 2005. "Global supply chain design: A literature review and critique," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(6), pages 531-550, November.
    34. A H C Eaves & B G Kingsman, 2004. "Forecasting for the ordering and stock-holding of spare parts," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(4), pages 431-437, April.
    35. Bruce C. Arntzen & Gerald G. Brown & Terry P. Harrison & Linda L. Trafton, 1995. "Global Supply Chain Management at Digital Equipment Corporation," Interfaces, INFORMS, vol. 25(1), pages 69-93, February.
    36. Mirzapour Al-e-hashem, S.M.J. & Malekly, H. & Aryanezhad, M.B., 2011. "A multi-objective robust optimization model for multi-product multi-site aggregate production planning in a supply chain under uncertainty," International Journal of Production Economics, Elsevier, vol. 134(1), pages 28-42, November.
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