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Articles

Sourcing with recycled materials: a contingent sourcing model with supply unavailability and setup time uncertainty for ripple effect mitigation

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Pages 6677-6701 | Received 28 Feb 2020, Accepted 27 Aug 2020, Published online: 27 Sep 2020

References

  • Aloulou, M. A., A. Dolgui, and M. Y. Kovalyov. 2014. “A Bibliography of Non-deterministic Lot-sizing Models.” International Journal of Production Research 52 (8): 2293–2310.
  • Biringer, B., E. Vugrin, and D. Warren. 2013. Critical Infrastructure System Security and Resiliency. Boca Raton: CRC Press.
  • Chakraborty, T., S. S. Chauhan, and M. Ouhimmou. 2020. “Mitigating Supply Disruption with a Backup Supplier Under Uncertain Demand: Competition Vs. Cooperation.” International Journal of Production Research 58 (12): 3618–3649.
  • Chan, H. L., B. Shen, and Y. J. Cai. 2018. “Quick Response Strategy with Cleaner Technology in a Supply Chain: Coordination and Win-win Situation Analysis.” International Journal of Production Research 56 (10): 3397–3408.
  • Chen, K., and T. Xiao. 2014. “Production Planning and Backup Sourcing Strategy of a Buyer-dominant Supply Chain with Random Yield and Demand.” International Journal of Systems Science 46 (15): 2799–2817.
  • Chen, K., and L. Yang. 2014. “Random Yield and Coordination Mechanisms of a Supply Chain with Emergency Backup Sourcing.” International Journal of Production Research 52 (16): 4747–4767.
  • Chen, J., X. Zhao, and Y. Zhou. 2012. “A Periodic-Review Inventory System with a Capacitated Backup Supplier for Mitigating Supply Disruptions.” European Journal of Operational Research 219 (2): 312–323.
  • Chen, P., and Y. Zhou. 2015. “Equilibrium Balking Strategies in the Single Server Queue with Setup Times and Breakdowns.” Operational Research 15 (2): 213–231.
  • Chopra, S., G. Reinhardt, and U. Mohan. 2007. “The Importance of Decoupling Recurrent and Disruption Risks in a Supply Chain.” Naval Research Logistics 54 (5): 544–555.
  • Dolgui, A., O. Ben Ammar, F. Hnaien, and M. A. O. Louly. 2013. “A State of the Art on Supply Planning and Inventory Control Under Lead Time Uncertainty.” Studies in Informatics and Control 22 (3): 255–268.
  • Dolgui, A., D. Ivanov, and M. Rozhkov. 2020. “Does the Ripple Effect Influence the Bullwhip Effect? An Integrated Analysis of Structural and Operational Dynamics in the Supply Chain.” International Journal of Production Research 58 (5): 1285–1301.
  • Dolgui, A., D. Ivanov, and B. Sokolov. 2018. “Ripple Effect in the Supply Chain: An Analysis and Recent Literature.” International Journal of Production Research 56 (1–2): 414–430.
  • Dolgui, A., D. Ivanov, and B. Sokolov. 2020. “Reconfigurable Supply Chain: The X-Network.” International Journal of Production Research 58 (13): 4138–4163.
  • Dolgui, A., and C. Prodhon. 2007. “Supply Planning Under Uncertainties in MRP Environments: a State of the Art.” Annual Reviews in Control 31 (2): 269–279.
  • Dolgui, A., and J. M. Proth. 2010. Supply Chain Engineering: Useful Methods and Techniques. London: Springer.
  • Dong, C. W., Q. Y. Liu, and B. Shen. 2019. “To Be Or Not to Be Green? Strategic Investment for Green Product Development in a Supply Chain.” Transportation Research Part E: Logistics and Transportation Review 131: 193–227.
  • EPA. 2016. “Environmental Factoids.” https://archive.epa.gov/epawaste/conserve/smm/wastewise/web/html/factoid.html.
  • EPA. 2020. “Environment Topics: Land, Waste, and Cleanup Topics.” Accessed 12 February 12 2020. https://www.epa.gov/environmental-topics/land-waste-and-cleanup-topics.
  • European Commission. 2015. “Closing the Loop – An EU Action Plan for the Circular Economy.” COM(2015) 614 final.
  • European Commission. 2020. “Environment: Waste.” Accessed 12 February 2020. https://ec.europa.eu/environment/waste/index.htm.
  • Ferrer, G., and J. M. Swaminathan. 2006. “Managing New and Remanufactured Products.” Management Science 52 (1): 15–26.
  • Geyer, R., L. N. Van Wassenhove, and A. Atasu. 2007. “The Economics of Remanufacturing Under Limited Component Durability and Finite Product Life Cycles.” Management Science 53 (1): 88–100.
  • Gianesello, P., D. Ivanov, and D. Battini. 2017. “Closed-loop Supply Chain Simulation with Disruption Considerations: A Case-study on Tesla.” International Journal of Inventory Research 4 (4): 257–280.
  • Giri, B. C., and S. Bardhan. 2015. “Coordinating a Supply Chain Under Uncertain Demand and Random Yield in Presence of Supply Disruption.” International Journal of Production Research 53 (16): 5070–5084.
  • Guide, V. D. R. 2000. “Production Planning and Control for Remanufacturing: Industry Practice and Research Needs.” Journal of Operations Management 18 (4): 467–483.
  • Guo, S., T. M. Choi, and B. Shen. 2020. “Green Product Development Under Competition: A Study of the Fashion Apparel Industry.” European Journal of Operational Research 280 (2): 523–538.
  • Guo, S., B. Shen, T. M. Choi, and S. J. Jung. 2017. “A Review on Supply Chain Contracts in Reverse Logistics: Supply Chain Structures and Channel Leaderships.” Journal of Cleaner Production 144: 387–402.
  • Gupta, V., B. He, and S. P. Sethi. 2015. “Contingent Sourcing Under Supply Disruption and Competition.” International Journal of Production Research 53 (10): 3006–3027.
  • Gupta, V., and D. Ivanov. 2020. “Dual Sourcing Under Supply Disruption with Risk-averse Suppliers in the Sharing Economy.” International Journal of Production Research 58 (1): 291–307.
  • Gupta, V., D. Ivanov, and T. M. Choi. 2020. “Competitive Pricing of Substitute Products Under Supply Disruption.” Omega. doi:10.1016/j.omega.2020.102279.
  • Haji, B., and S. M. Ross. 2015. “M/G/∞ with Exponentially Distributed Setup Times.” Operations Research Letters 43 (1): 26–28.
  • Hasani, A., and A. Khosrojerdi. 2016. “Robust Global Supply Chain Network Design Under Disruption and Uncertainty Considering Resilience Strategies: A Parallel Memetic Algorithm for a Real-life Case Study.” Transportation Research Part E: Logistics and Transportation Review 87: 20–52.
  • Ho, W., T. Zheng, H. Yildiz, and S. Talluri. 2015. “Supply Chain Risk Management: a Literature Review.” International Journal of Production Research 53 (16): 5031–5069.
  • Hosseini, S., and D. Ivanov. 2019. “A New Resilience Measure for Supply Networks with the Ripple Effect Considerations: a Bayesian Network Approach.” Annals of Operations Research. doi:10.1007/s10479-019-03350-8.
  • Hosseini, S., D. Ivanov, and A. Dolgui. 2019. “Review of Quantitative Methods for Supply Chain Resilience Analysis.” Transportation Research Part E: Logistics and Transportation Review 125: 285–307.
  • Hosseini, S., D. Ivanov, and A. Dolgui. 2020. “Ripple Effect Modelling of Supplier Disruption: Integrated Markov Chain and Dynamic Bayesian Network Approach.” International Journal of Production Research 58 (11): 3284–3303.
  • Hosseini, S., N. Morshedlou, D. Ivanov, M. D. Sarder, K. Barker, and A. Al Khaled. 2019. “Resilient Supplier Selection and Optimal Order Allocation Under Disruption Risks.” International Journal of Production Economics 213: 124–137.
  • Hou, J., A. Z. Zeng, and L. Sun. 2017. “Backup Sourcing with Capacity Reservation Under Uncertain Disruption Risk and Minimum Order Quantity.” Computers & Industrial Engineering 103: 216–226.
  • Hou, J., A. Z. Zeng, and L. Zhao. 2010. “Coordination with a Backup Supplier Through Buy-back Contract Under Supply Disruption.” Transportation Research Part E: Logistics and Transportation Review 46 (6): 881–895.
  • Hou, J., and L. Zhao. 2012. “Backup Agreements with Penalty Scheme Under Supply Disruptions.” International Journal of Systems Science 43 (5): 987–996.
  • Ilgin, M. A., and S. M. Gupta. 2013. “Reverse Logistics.” In Reverse Supply Chains: Issues and Analysis, edited by S. M. Gupta, 1–60. Boca Raton: CRC Press.
  • Ivanov, D. 2017. “Simulation-based Ripple Effect Modelling in the Supply Chain.” International Journal of Production Research 55 (7): 2083–2101.
  • Ivanov, D. 2018. “Revealing Interfaces of Supply Chain Resilience and Sustainability: a Simulation Study.” International Journal of Production Research 56 (10): 3507–3523.
  • Ivanov, D. 2020. “Viable Supply Chain Model: Integrating Agility, Resilience and Sustainability Perspectives–Lessons From and Thinking Beyond the COVID-19 Pandemic.” Annals of Operations Research. doi:10.1007/s10479-020-03640-6.
  • Ivanov, D., and A. Dolgui. 2019. “Low-Certainty-Need (LCN) Supply Chains: a New Perspective in Managing Disruption Risks and Resilience.” International Journal of Production Research 57 (15–16): 5119–5136.
  • Ivanov, D., and A. Dolgui. 2020. “Viability of Intertwined Supply Networks: Extending the Supply Chain Resilience Angles Towards Survivability. A Position Paper Motivated by COVID-19 Outbreak.” International Journal of Production Research 58 (10): 2904–2915.
  • Ivanov, D., A. Dolgui, and B. Sokolov. 2019. “The Impact of Digital Technology and Industry 4.0 on the Ripple Effect and Supply Chain Risk Analytics.” International Journal of Production Research 57 (3): 829–846.
  • Ivanov, D., A. Dolgui, B. Sokolov, and M. Ivanova. 2017a. “Literature Review on Disruption Recovery in the Supply Chain.” International Journal of Production Research 55 (20): 6158–6174.
  • Ivanov, D., A. Pavlov, A. Dolgui, D. Pavlov, and B. Sokolov. 2016a. “Disruption-Driven Supply Chain (Re)-Planning and Performance Impact Assessment with Consideration of Pro-Active and Recovery Policies.” Transportation Research Part E: Logistics and Transportation Review 90: 7–24.
  • Ivanov, D., A. Pavlov, D. Pavlov, and B. Sokolov. 2017b. “Minimization of Disruption-related Return Flows in the Supply Chain.” International Journal of Production Economics 183: 503–513.
  • Ivanov, D., A. Pavlov, and B. Sokolov. 2014. “Optimal Distribution (re)planning in a Centralized Multi-stage Supply Network Under Conditions of the Ripple Effect and Structure Dynamics.” European Journal of Operational Research 237 (2): 758–770.
  • Ivanov, D., and M. Rozhkov. 2017. “Coordination of Production and Ordering Policies Under Capacity Disruption and Product Write-Off Risk: An Analytical Study with Real-Data Based Simulations of a Fast Moving Consumer Goods Company.” Annals of Operations Research. doi:10.1007/s10479-017-2643-8.
  • Ivanov, D., B. Sokolov, and A. Dolgui. 2014. “The Ripple Effect in Supply Chains: Trade-Off ‘efficiency-Flexibility-Resilience’ in Disruption Management.” International Journal of Production Research 52 (7): 2154–2172.
  • Ivanov, D., B. Sokolov, I. Solovyeva, A. Dolgui, and F. Jie. 2016b. “Dynamic Recovery Policies for Time-critical Supply Chains Under Conditions of Ripple Effect.” International Journal of Production Research 54 (23): 7245–7258.
  • Kim, Y., Y.-S. Chen, and K. Linderman. 2015. “Supply Network Disruption and Resilience: A Network Structural Perspective.” Journal of Operations Management 33–34 (1): 43–59.
  • Kinra, A., D. Ivanov, A. Das, and A. Dolgui. 2019. “Ripple Effect Quantification by Supplier Risk Exposure Assessment.” International Journal of Production Research. doi:10.1080/00207543.2019.1675919.
  • Köle, H., and I. S. Bakal. 2017. “Value of Information Through Options Contract Under Disruption Risk.” Computers & Industrial Engineering 103: 85–97.
  • Li, J., S. Wang, and T. C. E. Cheng. 2010. “Competition and Cooperation in a Single-retailer Two-supplier Supply Chain with Supply Disruption.” International Journal of Production Economics 124 (1): 137–150.
  • Lim, M., M. S. Daskin, A. Bassamboo, and S. Chopra. 2009. “A Facility Reliability Problem: Formulation, Properties, and Algorithm.” Naval Research Logistics 57 (1): 58–70.
  • Lin, Y.-K., C.-F. Huang, Y.-C. Liao, and C.-C. Yeh. 2017. “System Reliability for a Multistate Intermodal Logistics Network with Time Windows.” International Journal of Production Research 55 (7): 1957–1969.
  • Majumder, P., and H. Groenevelt. 2009. “Competition in Remanufacturing.” Production and Operations Management 10 (2): 125–141.
  • Mishra, D., Y. K. Dwivedi, N. P. Rana, and E. Hassini. 2019. “Evolution of Supply Chain Ripple Effect: a Bibliometric and Meta-Analytic View of the Constructs.” International Journal of Production Research. doi:10.1080/00207543.2019.1668073.
  • Nelder, J. A., and R. Mead. 1965. “A Simplex Method for Function Minimization.” The Computer Journal 7 (4): 308–313.
  • Ojha, R., A. Ghadge, M. K. Tiwari, and U. S. Bititci. 2018. “Bayesian Network Modelling for Supply Chain Risk Propagation.” International Journal of Production Research 56 (17): 5795–5819.
  • Özçelik, G., Ö. F. Yılmaz, and F. B. Yeni. 2020. “Robust Optimisation for Ripple Effect on Reverse Supply Chain: An Industrial Case Study.” International Journal of Production Research. doi:10.1080/00207543.2020.1740348.
  • Press, W. H., S. A. Teukolsky, W. T. Vetterline, and B. P. Flannery. 1992. Numerical Recipes in C. 2nd ed. Cambridge: Cambridge University Press.
  • Qi, L. 2013. “A Continuous-review Inventory Model with Random Disruptions At the Primary Supplier.” European Journal of Operational Research 225 (1): 59–74.
  • Qi, L., and K. Lee. 2015. “Supply Chain Risk Mitigations with Expedited Shipping.” Omega 57: 98–113.
  • Raz, G., and G. C. Souza. 2018. “Recycling As a Strategic Supply Source.” Production and Operations Management 27 (5): 902–916.
  • Rezapour, S., R. Z. Farahani, and M. Pourakbar. 2017. “Resilient Supply Chain Network Design Under Competition: A Case Study.” European Journal of Operational Research 259 (3): 1017–1035.
  • Rogetzer, P., L. Silbermayr, and W. Jammernegg. 2018. “Sustainable Sourcing of Strategic Raw Materials by Integrating Recycled Materials.” Flexible Services and Manufacturing Journal 30 (3): 421–451.
  • Rogetzer, P., L. Silbermayr, and W. Jammernegg. 2019. “Sustainable Sourcing Including Capacity Reservation for Recycled Materials: A Newsvendor Framework with Price and Demand Correlations.” International Journal of Production Economics 214: 206–219.
  • Rollauer, P. 2011. “Recycling Used Tungsten Carbide Cutting Tools Pays Off.” Manufacturers' Monthly October 1: 46.
  • Rowe, P., B. Eksioglu, and S. Eksioglu. 2017. “Recycling Procurement Strategies with Variable Yield Suppliers.” Annals of Operations Research 249 (1–2): 215–234.
  • Saghafian, S., and M. P. Van Oyen. 2012. “The Value of Flexible Backup Suppliers and Disruption Risk Information: Newsvendor Analysis with Recourse.” IIE Transactions 44 (10): 834–867.
  • Savaskan, R. C., S. Bhattacharya, and L. N. Van Wassenhove. 2004. “Closed-loop Supply Chain Models with Product Remanufacturing.” Management Science 50 (2): 239–252.
  • Sawik, T. 2013. “Integrated Selection of Suppliers and Scheduling of Customer Orders in the Presence of Supply Chain Disruption Risks.” International Journal of Production Research 51 (23–24): 7006–7022.
  • Sawik, T. 2017. “A Portfolio Approach to Supply Chain Disruption Management.” International Journal of Production Research 55 (7): 1970–1991.
  • Schmitt, A. J., and L. V. Snyder. 2012. “Infinite-horizon Models for Inventory Control Under Yield Uncertainty and Disruptions.” Computers & Operations Research 39 (4): 850–862.
  • Shen, B., T. M. Choi, and H. L. Chan. 2019. “Selling Green First Or Not? A Bayesian Analysis with Service Levels and Environmental Impact Considerations in the Big Data Era.” Technological Forecasting and Social Change 144: 412–420.
  • Snyder, L. V., Z. Atan, P. Peng, Y. Rong, A. J. Schmitt, and B. Sinsoysal. 2016. “OR/MS Models for Supply Chain Disruptions: a Review.” IIE Transactions 48 (2): 89–109.
  • Sokolov, B., D. Ivanov, A. Dolgui, and A. Pavlov. 2016. “Structural Quantification of the Ripple Effect in the Supply Chain.” International Journal of Production Research 54 (1): 152–169.
  • Tomlin, B. 2006. “On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks.” Management Science 52 (5): 639–657.

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