667
Views
5
CrossRef citations to date
0
Altmetric
Research Articles

Designing a manufacturing network with additive manufacturing using stochastic optimisation

, &
Pages 2267-2287 | Received 14 Sep 2021, Accepted 12 Mar 2022, Published online: 05 Apr 2022

References

  • 3D Printing Industry. 2020. “100 3D Printing Experts Predict the Future of 3D Printing in 2030.” Accessed February 8, 2022. https://3dprintingindustry.com/news/100-3d-printing-experts-predict-the-future-of-3d-printing-in-2030-167623/.
  • Ahmed, M., K. J. D. Chan, and D. McFarlane. 2018. “A Game Theoretic Approach to assessing Additive Manufacturing as a Strategic Choice.” 2018 International Conference on Production and Operations Management Society (POMS). Peradeniya, Sri Lanka. December 14–16, 2018.
  • Aniwaa. 2021. Fortus 450mc Stratasys. https://www.aniwaa.com/product/3d-printers/stratasys-fortus-450mc/ [Accessed: 19 April 2021].
  • Arbabian, M. E., and M. R. Wagner. 2020. “The Impact of 3D Printing on Manufacturer–Retailer Supply Chains.” European Journal of Operational Research 285 (2): 538–552.
  • ASTM Committee F42 on Additive Manufacturing Technologies. 2012. Standard Terminology for Additive Manufacturing Technologies. West Conshohocken, PA: ASTM International.
  • Chan, F., T. Wong, and L. Chan. 2006. “Flexible Job-Shop Scheduling Problem Under Resource Constraints.” International Journal of Production Research 44 (11): 2071–2089.
  • Cheng, Y., S. Farooq, and J. Johansen. 2011. “Manufacturing Network Evolution: A Manufacturing Plant Perspective.” International Journal of Operations & Production Management 31 (12): 1311–1331.
  • CNBC. 2019. “How 3-D Printing Is Transforming The $12 Trillion Manufacturing Industry and Fueling the 4th Industrial Revolution.” Accessed February 8, 2022. https://www.cnbc.com/2019/11/09/3-d-printing-disrupts-12-trillion-manufacturing-industry-globally.html.
  • Correia, I., and F. Saldanha da Gama. 2015. “Facility Location Under Uncertainty.” In Location Science, edited by Gilbert Laporte, Stefan Nickel, and Francisco Saldanha da Gama, 177–203. Cham, Switzerland: Springer International Publishing.
  • CSCMP's Supply Chain Quarterly. 2011. “Demand Variability is Biggest Supply Chain Challenge.” Accessed February 2, 2020. https://www.supplychainquarterly.com/news/scq201101forward_demand/.
  • Dong, L., D. Shi, and F. Zhang. 2016. “3d Printing vs. Traditional Flexible Technology: Implications for Manufacturing Strategy.” Available at SSRN 2847731.
  • DuBois, F. L., B. Toyne, and M. D. Oliff. 1993. “International Manufacturing Strategies of Us Multinationals: A Conceptual Framework Based on a Four-Industry Study.” Journal of International Business Studies 24 (2): 307–333.
  • Dulchinos, J. 2021. “3D Printing Trends: Five Major Developments – Jabil.” Accessed April 19, 2021. https://www.jabil.com/blog/3d-printing-trends-show-positive-outlook.html.
  • Eyers, D. R., A. T. Potter, J. Gosling, and M. M. Naim. 2018. “The Flexibility of Industrial Additive Manufacturing Systems.” International Journal of Operations & Production Management 38 (12): 2313–2343.
  • Feldmann, A., J. Olhager, D. Fleet, and Y. Shi. 2013. “Linking Networks and Plant Roles: The Impact of Changing a Plant Role.” International Journal of Production Research 51 (19): 5696–5710.
  • Ferdows, K. 1997. “Making the Most of Foreign Factories.” Harvard Business Review 75: 73–91.
  • Ferdows, K. 2009. “Shaping Global Operations.” GCG: Revista de Globalización, Competitividad y Gobernabilidad 3 (1): 100–111.
  • Fisher, M., J. Hammond, W. Obermeyer, and A. Raman. 1997. “Configuring a Supply Chain to Reduce the Cost of Demand Uncertainty.” Production and Operations Management 6 (3): 211–225.
  • Fisher, M., and A. Raman. 1996. “Reducing the Cost of Demand Uncertainty Through Accurate Response to Early Sales.” Operations Research 44 (1): 87–99.
  • Ford Corporate. 2019. “Building in The Automotive Sandbox.” Accessed February 2, 2020. https://corporate.ford.com/articles/products/building-in-the-automotive-sandbox.html.
  • Formlabs. 2020. “Additive vs. Subtractive Manufacturing.” Accessed February 2, 2020. https://formlabs.com/blog/additive-manufacturing-vs-subtractive-manufacturing/.
  • Francas, D., and S. Minner. 2009. “Manufacturing Network Configuration in Supply Chains with Product Recovery.” Omega 37 (4): 757–769.
  • Gerwin, D. 1993. “Manufacturing Flexibility: A Strategic Perspective.” Management Science 39 (4): 395–410.
  • Grabcad Community. 2018. Stratasys fdm 3d Printing. https://grabcad.com/groups/stratasys-fdm-3d-printing/discussions/deposition-rate-in-stratasys-fortus-900mc-1 [Accessed: 19 April 2021].
  • Groover, M. P. 2013. Principles of Modern Manufacturing: SI Version. New Delhi, India: Wiley.
  • Ha, S., K. Ransikarbum, H. Han, D. Kwon, H. Kim, and N. Kim. 2018. “A Dimensional Compensation Algorithm for Vertical Bending Deformation of 3d Printed Parts in Selective Laser Sintering.” Rapid Prototyping Journal 24 (6): 955–963. doi:10.1108/RPJ-12-2016-0202.
  • Hannon, L. 2018. “3D Printing Uses in Business: How are Top Companies Taking Advantage of 3D Printing Technology?” Accessed February 2, 2020. https://www.fisherunitech.com/blog/3d-printing-uses-business-top-companies-taking-advantage-3d-printing-technology.
  • Huang, L., J.-S. Song, and J. Tong. 2016. “Supply Chain Planning for Random Demand Surges: Reactive Capacity and Safety Stock.” Manufacturing & Service Operations Management 18 (4): 509–524.
  • Jakubovskis, A. 2017. “Strategic Facility Location, Capacity Acquisition, and Technology Choice Decisions under Demand Uncertainty: Robust vs. Non-robust Optimization Approaches.” European Journal of Operational Research 260 (3): 1095–1104.
  • Joung, C. B., J. Carrell, P. Sarkar, and S. C. Feng. 2013. “Categorization of Indicators for Sustainable Manufacturing.” Ecological Indicators 24: 148–157.
  • Kay, M. G., and D. P. Warsing. 2009. “Estimating LTL Rates Using Publicly Available Empirical Data.” International Journal of Logistics: Research and Applications 12 (3): 165–193.
  • Kchaou Boujelben, M., and Y. Boulaksil. 2018. “Modeling International Facility Location Under Uncertainty: A Review, Analysis, and Insights.” IISE Transactions 50 (6): 535–551.
  • Khamhong, P., C. Yingviwatanapong, and K. Ransikarbum. 2019. “Fuzzy Analytic Hierarchy Process (AHP)-based Criteria Analysis for 3D Printer Selection in Additive Manufacturing.” In 2019 Research, Invention, and Innovation Congress (RI2C), 1–5. Bangkok: IEEE
  • Kleer, R., and F. T. Piller. 2013. “Modeling Benefits of Local Production by Users: Welfare Effects of Radical Innovation in Flexible Manufacturing Utilizing Additive Manufacturing and 3D Printing.” Presented at the 73rd Annual Meeting of the Academy of Management 2013, Orlando, FL.
  • Knofius, N., M. C. van der Heijden, A. Sleptchenko, and W. H. Zijm. 2020. “Improving Effectiveness of Spare Parts Supply by Additive Manufacturing as Dual Sourcing Option.” OR Spectrum 43: 189–221.
  • Knofius, N., M. C. Van der Heijden, and W. H. Zijm. 2016. “Selecting Parts for Additive Manufacturing in Service Logistics.” Journal of Manufacturing Technology Management 27 (7): 915–931.
  • Kosheleva, O., and V. Kreinovich. 2009. “Guesstimation: A New Justification of the Geometric Mean Heuristic.” Applied Mathematical Sciences 3 (47): 2335–2342.
  • Kulkarni, S. S., M. J. Magazine, and A. S. Raturi. 2004. “Risk Pooling Advantages of Manufacturing Network Configuration.” Production and Operations Management 13 (2): 186–199.
  • Laporte, G., F. V. Louveaux, and L. van Hamme. 1994. “Exact Solution to a Location Problem with Stochastic Demands.” Transportation Science 28 (2): 95–103.
  • Lin, Y.-T., and A. Parlaktürk. 2012. “Quick Response under Competition.” Production and Operations Management 21 (3): 518–533.
  • Louveaux, F. V., and D. Peeters. 1992. “A Dual-Based Procedure for Stochastic Facility Location.” Operations Research 40 (3): 564–573.
  • Lücker, F., R. W. Seifert, and I. Biçer. 2019. “Roles of Inventory and Reserve Capacity in Mitigating Supply Chain Disruption Risk.” International Journal of Production Research 57 (4): 1238–1249.
  • Manogharan, G., R. A. Wysk, and O. L. Harrysson. 2016. “Additive Manufacturing–Integrated Hybrid Manufacturing and Subtractive Processes: Economic Model and Analysis.” International Journal of Computer Integrated Manufacturing 29 (5): 473–488.
  • Mishra, S., S. P. Singh, J. Johansen, Y. Cheng, and S. Farooq. 2019. “Evaluating Indicators for International Manufacturing Network Under Circular Economy.” Management Decision 57 (4): 811–839.
  • Moreno, A., and C. Terwiesch. 2015. “Pricing and Production Flexibility: An Empirical Analysis of the US Automotive Industry.” Manufacturing & Service Operations Management 17 (4): 428–444.
  • Moser, C. 2015. Stratasys Fortus 3d Printers. Computer Aided Technology. https://www.cati.com/blog/2015/04/fortus/ [Accessed: 19 April 2021].
  • Movahedipour, M., J. Zeng, M. Yang, and X. Wu. 2017. “An ISM Approach for the Barrier Analysis in Implementing Sustainable Supply Chain Management: An Empirical Study.” Management Decision 55 (8): 1824–1850.
  • Mutha, A., S. Bansal, and V. D. R. Guide. 2016. “Managing Demand Uncertainty Through Core Acquisition in Remanufacturing.” Production and Operations Management 25 (8): 1449–1464.
  • Naitove, M. 2018. “3D Printing Start-up Competes with Injection Molding.” Accessed February 2, 2020. https://www.ptonline.com/articles/3d-printing-start-up-competes-with-injection-molding.
  • Owen, S. H., and M. S. Daskin. 1998. “Strategic Facility Location: A Review.” European Journal of Operational Research 111 (3): 423–447.
  • Paine, J. 2017. “3D Printing: 5 Companies Making it Useful Today.” Accessed February 2, 2020. https://www.inc.com/james-paine/5-companies-making-3d-printing-useful-today.html.
  • Petrick, I. J., and T. W. Simpson. 2013. “3D Printing Disrupts Manufacturing: How Economies of One Create New Rules of Competition.” Research-Technology Management 56 (6): 12–16.
  • Piller, F. T., C. Weller, and R. Kleer. 2015. “Business Models with Additive Manufacturing–Opportunities and Challenges From the Perspective of Economics and Management.” In Advances in Production Technology, edited by C. Brecher, 39–48. Switzerland: Springer International Publishing.
  • Porter, M. E. 1986. Competition in Global Industries. Boston: Harvard Business Press.
  • Ramón-Lumbierres, D., F. J. Heredia Cervera, J. Minguella-Canela, and A. Muguruza-Blanco. 2021. “Optimal Postponement in Supply Chain Network Design under Uncertainty: An Application for Additive Manufacturing.” International Journal of Production Research 59 (17): 5198–5215.
  • Ransikarbum, K., S. Ha, J. Ma, and N. Kim. 2017. “Multi-objective Optimization Analysis for Part-to-Printer Assignment in A Network of 3D Fused Deposition Modeling.” Journal of Manufacturing Systems 43: 35–46.
  • Ransikarbum, K., and P. Khamhong. 2021. “Integrated Fuzzy Analytic Hierarchy Process and Technique for Order of Preference by Similarity to Ideal Solution for Additive Manufacturing Printer Selection.” Journal of Materials Engineering and Performance 30 (6): 1–12.
  • Ransikarbum, K., R. Pitakaso, and N. Kim. 2020. “A Decision-Support Model for Additive Manufacturing Scheduling Using an Integrative Analytic Hierarchy Process and Multi-objective Optimization.” Applied Sciences 10 (15): 5159.
  • Ransikarbum, K., R. Pitakaso, N. Kim, and J. Ma. 2021. “Multicriteria Decision Analysis Framework for Part Orientation Analysis in Additive Manufacturing.” Journal of Computational Design and Engineering 8 (4): 1141–1157.
  • Roberts, S. 2018. “Additive Manufacturing Gains Acceptance in Manufacturing Community.” Accessed February 2, 2020. https://www.thefabricator.com/additivereport/article/additive/additive-manufacturing-gains-acceptance-in-manufacturing-community.
  • Rudberg, M., and J. Olhager. 2003. “Manufacturing Networks and Supply Chains: An Operations Strategy Perspective.” Omega 31 (1): 29–39.
  • Sasson, A., and J. C. Johnson. 2016. “The 3D Printing Order: Variability, Supercenters and Supply Chain Reconfigurations.” International Journal of Physical Distribution & Logistics Management 46 (1): 82–94.
  • Savolainen, J., and M. Collan. 2020. “How Additive Manufacturing Technology Changes Business Models?–Review of Literature.” Additive Manufacturing 32: 101070.
  • Schmenner, R. W. 1982. “Multiplant Manufacturing Strategies Among the Fortune 500.” Journal of Operations Management 2 (2): 77–86.
  • Sen, P., M. Roy, and P. Pal. 2017. “Evaluation of Environmentally Conscious Manufacturing Programs Using a Three-Hybrid Multi-criteria Decision Analysis Method.” Ecological Indicators 73: 264–273.
  • Shi, Y., and M. Gregory. 1998. “International Manufacturing Networks – To Develop Global Competitive Capabilities.” Journal of Operations Management 16 (2–3): 195–214.
  • Simchi-Levi, D., H. Wang, and Y. Wei. 2018. “Increasing Supply Chain Robustness Through Process Flexibility and Inventory.” Production and Operations Management 27 (8): 1476–1491.
  • Skinner, W. 1969, 1 May. ”Manufacturing-Missing Link in Corporate Strategy.” Harvard Business Review.
  • Snyder, L. V. 2006. “Facility Location under Uncertainty: A Review.” IIE Transactions 38 (7): 547–564.
  • Snyder, L. V., M. S. Daskin, and C.-P. Teo. 2007. “The Stochastic Location Model with Risk Pooling.” European Journal of Operational Research 179 (3): 1221–1238.
  • Song, J. S., and Y. Zhang. 2019. “Stock or Print? Impact of 3-D Printing on Spare Parts Logistics.” Management Science 66 (9): 3799–4358. Accessed February 2, 2020. https://pubsonline.informs.org/doi/abs/10.1287/mnsc.2019.3409.
  • Stratasys Support Center. 2021. Product Life Cycle Classification. https://support.stratasys.com/en/resources/product-life-cycle-classification [Accessed: 19 April 2021].
  • Strong, D., M. Kay, B. Conner, T. Wakefield, and G. Manogharan. 2018. “Hybrid Manufacturing – Integrating Traditional Manufacturers with Additive Manufacturing (AM) Supply Chain.” Additive Manufacturing 21: 159–173. doi:10.1016/j.addma.2018.03.010.
  • Strong, D., I. Sirichakwal, G. P. Manogharan, and T. Wakefield. 2017. “Current State and Potential of Additive–Hybrid Manufacturing for Metal Parts.” Rapid Prototyping Journal 23 (3): 577–588.
  • Thomas, D. 2016. “Costs, Benefits, and Adoption of Additive Manufacturing: A Supply Chain Perspective.” The International Journal of Advanced Manufacturing Technology 85 (5–8): 1857–1876.
  • Thomas, D. S., and S. W. Gilbert. 2014. “Costs and Cost Effectiveness of Additive Manufacturing.” NIST Special Publication 1176: 12.
  • U.S. Bureau of Labor Statistics. 2021. “PPI Industry Data.” Accessed April 20, 2021. https://data.bls.gov/PDQWeb/pc.
  • Warburg, B. 2018. “The Playing Field: Major Industries Using Additive Manufacturing Today.” Accessed February 2, 2020. https://animalventures.com/blog/the-playing-field-major-industries-using-additive-manufacturing-today/.
  • Weller, C., R. Kleer, and F. T. Piller. 2015. “Economic Implications of 3D Printing: Market Structure Models in Light of Additive Manufacturing Revisited.” International Journal of Production Economics164: 43–56.
  • Westerweel, B., R. J. Basten, and G.-J. van Houtum. 2018. “Traditional Or Additive Manufacturing? Assessing Component Design Options Through Lifecycle Cost Analysis.” European Journal of Operational Research 270 (2): 570–585.
  • Xerox. 2021. “Additive or Conventional Manufacturing? That Is the Question. What Is the True Cost of 3D Printing for Manufacturing?” Accessed December 25, 2021. https://www.xerox.co.uk/en-gb/innovation/insights/additive-vs-traditional-manufacturing.
  • Xiong, X., H. Zhang, and G. Wang. 2009. “Metal Direct Prototyping by Using Hybrid Plasma Deposition and Milling.” Journal of Materials Processing Technology 209 (1): 124–130.
  • Yang, L., and C. T. Ng. 2014. “Flexible Capacity Strategy with Multiple Market Periods Under Demand Uncertainty and Investment Constraint.” European Journal of Operational Research 236 (2): 511–521.
  • Yang, L., Y. Wang, J. Ma, C. T. Ng, and T. Cheng. 2014. “Technology Investment under Flexible Capacity Strategy with Demand Uncertainty.” International Journal of Production Economics 154: 190–197.
  • Zahnd, P. A. 2018. “Is 3D Printing Ready for Mass Production?” Accessed February 2, 2020. https://3dprintingindustry.com/news/3d-printing-ready-mass-production-132576/.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.