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A cooperative approach to service booking and scheduling in cloud manufacturing

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  • Chen, Jian
  • Huang, George Q.
  • Wang, Jun-Qiang
  • Yang, Chen

Abstract

Cloud manufacturing (CMfg) can make mass manufacturing resources more widely accessible to clients in the form of manufacturing services with their available time slots and the associated prices. In decentralized cases, clients can select optimal services to fulfill their individual demand. This paper proposes that clients can coordinate with each other for the exchange and reutilization of their booked resources. Via client coordination cost savings are derived from the post-optimization of the initial uncoordinated solution of all clients at the planning horizon. The optimization problem, which is a service booking and scheduling problem, has been proved to be strong NP-hard. Besides, we consider manufacturing synchronization (MfgSync) when scheduling a client's job on multiple resources, which includes simultaneity of completing the sub-tasks of a client's manufacturing job and punctuality of fulfilling the job. Optimal solution algorithms based on dynamic programming are proposed for two common cases. Considering the selfishness of each client, the success of the coordination depends on whether every participant can be better off than to act independently. We develop a cooperative game for client coordination and propose a core cost savings allocation scheme with which every client can get benefits through coordination. Based on the allocation scheme, clients tend to form a grand coalition. The computational results show that our approach can make substantial cost savings for clients.

Suggested Citation

  • Chen, Jian & Huang, George Q. & Wang, Jun-Qiang & Yang, Chen, 2019. "A cooperative approach to service booking and scheduling in cloud manufacturing," European Journal of Operational Research, Elsevier, vol. 273(3), pages 861-873.
    • Handle: RePEc:eee:ejores:v:273:y:2019:i:3:p:861-873
    DOI: 10.1016/j.ejor.2018.09.007
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    Cited by:

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    2. Wei He & Guozhu Jia & Hengshan Zong & Jili Kong, 2019. "Multi-Objective Service Selection and Scheduling with Linguistic Preference in Cloud Manufacturing," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    3. Rajesh Singh & Anita Gehlot & Shaik Vaseem Akram & Lovi Raj Gupta & Manoj Kumar Jena & Chander Prakash & Sunpreet Singh & Raman Kumar, 2021. "Cloud Manufacturing, Internet of Things-Assisted Manufacturing and 3D Printing Technology: Reliable Tools for Sustainable Construction," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
    4. Daozhi Zhao & Yang Xue & Cejun Cao & Hongshuai Han, 2019. "Channel Selection and Pricing Decisions Considering Three Charging Modes of Production Capacity Sharing Platform: A Sustainable Operations Perspective," Sustainability, MDPI, vol. 11(21), pages 1-28, October.
    5. Schouten, Jop & Saavedra-Nieves, Alejandro & Fiestras-Janeiro, G., 2020. "Sequencing Situations and Games with Non-Linear Cost Functions," Other publications TiSEM 3e1db5c9-0f77-4f91-a075-c, Tilburg University, School of Economics and Management.
    6. Liu, Yu & Zhang, Qin & Ouyang, Zhiyuan & Huang, Hong-Zhong, 2021. "Integrated production planning and preventive maintenance scheduling for synchronized parallel machines," Reliability Engineering and System Safety, Elsevier, vol. 215(C).
    7. Khan, Mehmood & Ajmal, Mian M. & Gunasekaran, Angappa & AlMarzouqi, Abdulla H. & AlNuaimi, Bader Khamis, 2021. "Measures of greenness: An empirical study in service supply chains in the UAE," International Journal of Production Economics, Elsevier, vol. 241(C).
    8. Awasthy, Prakash & Hazra, Jishnu, 2020. "Collaboration under outcome-based contracts for information technology services," European Journal of Operational Research, Elsevier, vol. 286(1), pages 350-359.
    9. Schouten, Jop & Saavedra-Nieves, Alejandro & Fiestras-Janeiro, G., 2020. "Sequencing Situations and Games with Non-Linear Cost Functions," Discussion Paper 2020-006, Tilburg University, Center for Economic Research.
    10. Schouten, Jop & Saavedra-Nieves, Alejandro & Fiestras-Janeiro, M. Gloria, 2021. "Sequencing situations and games with non-linear cost functions under optimal order consistency," European Journal of Operational Research, Elsevier, vol. 294(2), pages 734-745.
    11. Xueping Wang & Xin Yuan & Xinqin Gao, 2022. "Game Strategy Selection of Multiple Participants in Cloud Manufacturing Alliance," SAGE Open, , vol. 12(2), pages 21582440221, May.
    12. Luo, Chunlin & Zhou, Xiaoyang & Lev, Benjamin, 2022. "Core, shapley value, nucleolus and nash bargaining solution: A Survey of recent developments and applications in operations management," Omega, Elsevier, vol. 110(C).

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