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Erschienen in: Journal of Intelligent Manufacturing 4/2017

31.01.2015

A heuristic master planning algorithm for recycling supply chain management

verfasst von: Ching-Chin Chern, Hsin-Mei Wang, Kwei-Long Huang

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 4/2017

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Abstract

This study focuses on solving a multi-objective master planning (MP) problem for a recycling supply chain, including collectors, disassemblers, shredders, reconditioners and garbage handlers. An MP problem for a recycling supply chain is solved to determine the optimal transporting and processing operations, while considering multiple product structures, multiple discrete planning periods, and multiple demands, stocking and garbage handling quantities. To solve the MP problem, we propose a multiple-goal mixed integer programming model with two objectives: minimize the total delay cost and minimize the sum of processing cost, transportation cost, holding cost, setup cost and garbage handling cost. To improve the effectiveness and efficiency of the solution process, we propose a heuristic algorithm, RPMPA, which consists of three phases: preliminary works, demand grouping and sorting algorithm, and the Recycling Process Path Selection Algorithm. We built a prototype based on RPMPA, and constructed a scenario analysis to show the effectiveness and efficiency of RPMPA.

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Literatur
Zurück zum Zitat Adenso-Díaz, B., García-Carbajal, S., & Lozano, S. (2007). An efficient GRASP algorithm for disassembly sequence planning. OR Spectrum, 29(3), 535–549.CrossRef Adenso-Díaz, B., García-Carbajal, S., & Lozano, S. (2007). An efficient GRASP algorithm for disassembly sequence planning. OR Spectrum, 29(3), 535–549.CrossRef
Zurück zum Zitat Cohen, M. A., Pierskalla, W. P., & Nahmias, S. (1980). A dynamic inventory system with recycling. Naval Research Logistics, 27(2), 289–296.CrossRef Cohen, M. A., Pierskalla, W. P., & Nahmias, S. (1980). A dynamic inventory system with recycling. Naval Research Logistics, 27(2), 289–296.CrossRef
Zurück zum Zitat Guide, V. D. R. (1997). Scheduling with priority dispatching rules and Drum-Buffer-Rope in a recoverable manufacturing system. International Journal of Production Economics, 53, 101–116.CrossRef Guide, V. D. R. (1997). Scheduling with priority dispatching rules and Drum-Buffer-Rope in a recoverable manufacturing system. International Journal of Production Economics, 53, 101–116.CrossRef
Zurück zum Zitat Dekker, R., Fleischmann, M., Inderfurth, K., & Van Wassenhove, L. N. (2004). Reverse logistic, quantitative models for closed-loop supply chains. Berlin: Springer. Dekker, R., Fleischmann, M., Inderfurth, K., & Van Wassenhove, L. N. (2004). Reverse logistic, quantitative models for closed-loop supply chains. Berlin: Springer.
Zurück zum Zitat Dowlatshahi, S. (2000). Developing a theory of reverse logistics. Interfaces, 30, 143–155. Dowlatshahi, S. (2000). Developing a theory of reverse logistics. Interfaces, 30, 143–155.
Zurück zum Zitat Ferrão, P., & Amaral, J. (2006). Design for recycling in the automobile industry: New approaches and new tools. Journal of Engineering Design, 17(5), 447–462. Ferrão, P., & Amaral, J. (2006). Design for recycling in the automobile industry: New approaches and new tools. Journal of Engineering Design, 17(5), 447–462.
Zurück zum Zitat Fleischmann, M., Krikke, H. R., Dekker, R., & Flapper, S. D. P. (2000). A characterisation of logistics networks for product recovery. Omega, 28, 653–666.CrossRef Fleischmann, M., Krikke, H. R., Dekker, R., & Flapper, S. D. P. (2000). A characterisation of logistics networks for product recovery. Omega, 28, 653–666.CrossRef
Zurück zum Zitat Fleischmann, M., Bloemhof-Ruwaard, J. M., Dekker, R., van der Laan, E., van Nunen, J. A. E. E., & Van Wassenhove, L. N. (1997). Quantitative models for reverse logistics: A review. European Journal of Operational Research, 103, 1–17.CrossRef Fleischmann, M., Bloemhof-Ruwaard, J. M., Dekker, R., van der Laan, E., van Nunen, J. A. E. E., & Van Wassenhove, L. N. (1997). Quantitative models for reverse logistics: A review. European Journal of Operational Research, 103, 1–17.CrossRef
Zurück zum Zitat Fröhling, M., Schwaderer, F., Bartuch, H., & Rentz, O. (2010). Integrated planning of transportation and recycling for multiple plants based on process simulation. European Journal of Operational Research, 207(2), 958–970.CrossRef Fröhling, M., Schwaderer, F., Bartuch, H., & Rentz, O. (2010). Integrated planning of transportation and recycling for multiple plants based on process simulation. European Journal of Operational Research, 207(2), 958–970.CrossRef
Zurück zum Zitat Golany, B., Yang, J., & Yu, G. (2001). Economic Lot-Sizing with remanufacturing options. IIE Transaction, 33, 995–1003. Golany, B., Yang, J., & Yu, G. (2001). Economic Lot-Sizing with remanufacturing options. IIE Transaction, 33, 995–1003.
Zurück zum Zitat Jayaraman, V. (2006). Production planning for closed-loop supply chains with product recovery and reuse: An analytical approach. International Journal of Production Research, 44(5), 981–998.CrossRef Jayaraman, V. (2006). Production planning for closed-loop supply chains with product recovery and reuse: An analytical approach. International Journal of Production Research, 44(5), 981–998.CrossRef
Zurück zum Zitat Jayaraman, V., Guide, V. D. R., & Srivastava, R. (1999). A closed-loop logistics model for remanufacturing. Journal of the Operational Research Society, 50, 497–508.CrossRef Jayaraman, V., Guide, V. D. R., & Srivastava, R. (1999). A closed-loop logistics model for remanufacturing. Journal of the Operational Research Society, 50, 497–508.CrossRef
Zurück zum Zitat Lambert, A. J. D. (1999). Linear programming in disassembly/clustering sequence generation. Computers and Industrial Engineering, 36, 723–738.CrossRef Lambert, A. J. D. (1999). Linear programming in disassembly/clustering sequence generation. Computers and Industrial Engineering, 36, 723–738.CrossRef
Zurück zum Zitat Lee, D. H., Kang, J. G., & Xirouchakis, P. (2001). Disassembly planning and scheduling: Review and further research. Proceedings of the Institution of Mechanical Engineers Part B: Journal of Engineering Manufacture, 215(5), 695–709.CrossRef Lee, D. H., Kang, J. G., & Xirouchakis, P. (2001). Disassembly planning and scheduling: Review and further research. Proceedings of the Institution of Mechanical Engineers Part B: Journal of Engineering Manufacture, 215(5), 695–709.CrossRef
Zurück zum Zitat Li, Y., Chen, J., & Cai, X. (2006). Uncapacitated production planning with multiple product types, returned product remanufacturing and demand substitution. OR Spectrum, 28, 101–125.CrossRef Li, Y., Chen, J., & Cai, X. (2006). Uncapacitated production planning with multiple product types, returned product remanufacturing and demand substitution. OR Spectrum, 28, 101–125.CrossRef
Zurück zum Zitat Naeem, M. A., Dias, D. J., Tibrewal, R., Chang, P. C., & Tiwari, M. K. (2013). Production planning optimization for manufacturing and remanufacturing system in stochastic environment. Journal of Intelligent Manufacturing, 24, 717–728.CrossRef Naeem, M. A., Dias, D. J., Tibrewal, R., Chang, P. C., & Tiwari, M. K. (2013). Production planning optimization for manufacturing and remanufacturing system in stochastic environment. Journal of Intelligent Manufacturing, 24, 717–728.CrossRef
Zurück zum Zitat Realff, M. J., Ammons, J. C., & Newton, D. J. (2004). Robust reverse production system for carpet recycling. IIE Transaction, 36, 767–776.CrossRef Realff, M. J., Ammons, J. C., & Newton, D. J. (2004). Robust reverse production system for carpet recycling. IIE Transaction, 36, 767–776.CrossRef
Zurück zum Zitat Reveliotis, S. A. (2007). Uncertainty management in optimal disassembly planning through learning-based strategies. IIE Transaction, 39, 645–658.CrossRef Reveliotis, S. A. (2007). Uncertainty management in optimal disassembly planning through learning-based strategies. IIE Transaction, 39, 645–658.CrossRef
Zurück zum Zitat Spengler, T., Püchert, H., Penkuhn, T., & Rentz, O. (1997). Environmental integrated production and recycling management. European Journal of Operational Research, 97, 308–326.CrossRef Spengler, T., Püchert, H., Penkuhn, T., & Rentz, O. (1997). Environmental integrated production and recycling management. European Journal of Operational Research, 97, 308–326.CrossRef
Zurück zum Zitat Spengler, T., Ploog, M., & Schröter, M. (2003). Integrated planning of acquisition, disassembly and bulk recycling: A case study on electronic scrap recovery. OR Spectrum, 25, 413–442. Spengler, T., Ploog, M., & Schröter, M. (2003). Integrated planning of acquisition, disassembly and bulk recycling: A case study on electronic scrap recovery. OR Spectrum, 25, 413–442.
Zurück zum Zitat Stadtler, H., & Kilger, C. (2005). Supply chain management and advanced planning: Concepts, models, software and case studies. Berlin Heidelberg: Springer.CrossRef Stadtler, H., & Kilger, C. (2005). Supply chain management and advanced planning: Concepts, models, software and case studies. Berlin Heidelberg: Springer.CrossRef
Zurück zum Zitat Taleb, K. N., & Gupta, S. M. (1997). Disassembly of multiple product structures. Computers and Industrial Engineering, 32(4), 949–961.CrossRef Taleb, K. N., & Gupta, S. M. (1997). Disassembly of multiple product structures. Computers and Industrial Engineering, 32(4), 949–961.CrossRef
Zurück zum Zitat Taleb, K. N., Gupta, S. M., & Brennan, L. (1997). Disassembly of complex product structures with parts and materials commonality. Production Planning and Control, 8(3), 255–269.CrossRef Taleb, K. N., Gupta, S. M., & Brennan, L. (1997). Disassembly of complex product structures with parts and materials commonality. Production Planning and Control, 8(3), 255–269.CrossRef
Zurück zum Zitat Tang, Y., & Zhou, M. C. (2006). A systematic approach to design and operation of disassembly lines. IEEE Transactions on Automation Science and Engineering, 3(3), 324–329.CrossRef Tang, Y., & Zhou, M. C. (2006). A systematic approach to design and operation of disassembly lines. IEEE Transactions on Automation Science and Engineering, 3(3), 324–329.CrossRef
Zurück zum Zitat Tuncel, E., Zeid, A., & Kamarthi, S. (2014). Solving large scale disassembly line balancing problem with uncertainty using reinforcement learning. Journal of Intelligent Manufacturing, 25, 647–659.CrossRef Tuncel, E., Zeid, A., & Kamarthi, S. (2014). Solving large scale disassembly line balancing problem with uncertainty using reinforcement learning. Journal of Intelligent Manufacturing, 25, 647–659.CrossRef
Zurück zum Zitat van der Laan, E., & Salomon, M. (1997). Production planning and inventory control with remanufacturing and disposal. European Journal of Operational Research, 102, 264–278. van der Laan, E., & Salomon, M. (1997). Production planning and inventory control with remanufacturing and disposal. European Journal of Operational Research, 102, 264–278.
Zurück zum Zitat van der Laan, E., Dekker, R., Salomon, M., & Ridder, A. (1996). An (s, Q) inventory model with remanufacturing and disposal. International Journal of Production Economics, 46–47, 339–350. van der Laan, E., Dekker, R., Salomon, M., & Ridder, A. (1996). An (s, Q) inventory model with remanufacturing and disposal. International Journal of Production Economics, 46–47, 339–350.
Zurück zum Zitat Wongthatsanekorn, W. (2009). A goal programming approach for plastic recycling system in Thailand. Proceedings of World Academy of Science, Engineering and Technology, 37, 513–518. Wongthatsanekorn, W. (2009). A goal programming approach for plastic recycling system in Thailand. Proceedings of World Academy of Science, Engineering and Technology, 37, 513–518.
Metadaten
Titel
A heuristic master planning algorithm for recycling supply chain management
verfasst von
Ching-Chin Chern
Hsin-Mei Wang
Kwei-Long Huang
Publikationsdatum
31.01.2015
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 4/2017
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-015-1040-x

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