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Normal to extreme Operation Transition Threshold analysis for remanufacturing systems

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  • Zamanzad Gavidel, Saeed
  • Rickli, Jeremy L.

Abstract

Extremely large core returns can destabilize remanufacturing systems and is reported as a nuisance for remanufacturers. In this paper, extreme core returns are targeted by investigating the Operation Transition Threshold (OTT) criterion that signals a remanufacturing system's transition from normal operation mode to extreme operation mode. The threshold parameter of the Generalized Pareto Distribution (GPD) is used to signal this transition. The threshold of the GPD can be estimated by different statistical techniques that return different thresholds that can impact the performance of remanufacturing systems. To investigate the OTT of remanufacturing systems, candidate OTTs are first estimated by statistical techniques, then, using vote-counting, proper OTT(s) are identified. Finally, the efficiency of the statistical analysis and effectiveness of the estimated OTTs is validated by remanufacturing system technical requirements. A case study is presented that focuses on remanufacturing end-of-use industrial valves returning to valve shop of a chemical complex. The devised approach is applied to analyze the potential impacts of different OTT estimators on remanufacturing operations. Results of this work indicate that choosing improper OTTs can impose heavy costs on the remanufacturing system. Thus, the OTT can be a critical remanufacturing system parameter should extreme scenarios be a possibility.

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  • Zamanzad Gavidel, Saeed & Rickli, Jeremy L., 2019. "Normal to extreme Operation Transition Threshold analysis for remanufacturing systems," International Journal of Production Economics, Elsevier, vol. 213(C), pages 46-54.
    • Handle: RePEc:eee:proeco:v:213:y:2019:i:c:p:46-54
    DOI: 10.1016/j.ijpe.2019.03.010
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    1. Loretan, Mico & Phillips, Peter C. B., 1994. "Testing the covariance stationarity of heavy-tailed time series: An overview of the theory with applications to several financial datasets," Journal of Empirical Finance, Elsevier, vol. 1(2), pages 211-248, January.
    2. VAN KERM Philippe, 2007. "Extreme incomes and the estimation of poverty and inequality indicators from EU-SILC," IRISS Working Paper Series 2007-01, IRISS at CEPS/INSTEAD.
    3. Daniel P. Heyman, 1977. "Optimal disposal policies for a single‐item inventory system with returns," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 24(3), pages 385-405, September.
    4. Inderfurth, Karl & van der Laan, Erwin, 2001. "Leadtime effects and policy improvement for stochastic inventory control with remanufacturing," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 381-390, May.
    5. King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
    6. Xiong, Yu & Li, Gendao & Zhou, Yu & Fernandes, Kiran & Harrison, Richard & Xiong, Zhongkai, 2014. "Dynamic pricing models for used products in remanufacturing with lost-sales and uncertain quality," International Journal of Production Economics, Elsevier, vol. 147(PC), pages 678-688.
    7. Teunter, Ruud H. & Flapper, Simme Douwe P., 2011. "Optimal core acquisition and remanufacturing policies under uncertain core quality fractions," European Journal of Operational Research, Elsevier, vol. 210(2), pages 241-248, April.
    8. Saeed Z. Gavidel & Jeremy L. Rickli, 2017. "Quality assessment of used-products under uncertain age and usage conditions," International Journal of Production Research, Taylor & Francis Journals, vol. 55(23), pages 7153-7167, December.
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    Cited by:

    1. Hosoda, Takamichi & Disney, Stephen M. & Zhou, Li, 2021. "The yield rate paradox in closed-loop supply chains," International Journal of Production Economics, Elsevier, vol. 239(C).

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