Title :
Optimal control of a SOM system with demands for product and PSS
Author :
Kangzhou Wang ; Zhibin Jiang ; Tongyi Wang ; Guowei Li
Author_Institution :
Sino-US Global Logistics Inst., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
In this paper, we address the problem of optimal control in a service-oriented manufacturing (SOM) system. The optimal dynamic admission control of the product orders and the optimal dynamic production control of products are examined simultaneously. We formulate the integrated optimal control problem as a continuous Markov decision process. and characterize the integrated optimal dynamic control by two monotonic switching curves. The optimal control policy highlights the coordination between the controls of manufacturing subsystem and service subsystem in the SOM system. We also illustrate the impacts of the revenues of both product orders and PSS orders on the optimal policy numerically.
Keywords :
Markov processes; decision making; manufacturing systems; optimal control; order processing; production control; PSS orders; SOM system; continuous Markov decision process; integrated optimal dynamic control problem; manufacturing subsystem; monotonic switching curves; optimal dynamic admission control; optimal dynamic production control; product orders; service subsystem; service-oriented manufacturing system; Dynamic programming; Equations; Manufacturing; Markov processes; Optimal control; Production; Switches; Inventory Management; Markov Decision Process; Service-Oriented Manufacturing;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/IEEM.2012.6838128