TY - JOUR
T1 - Concurrent Routing, Sequencing, and Setups for a Two-Machine Flexible Manufacturing Cell
AU - Lee, Eng Joo
AU - Mirchandani, Pitu B.
N1 - Funding Information:
Manuscript received December 17, 1986; revised September 4, 1987. This work was partially supported by IBM under Grant on Manufacturing Education, and by the FMS Program at RPI sponsored by ALCOA, GE, GM, KODAK, and RCA. Part of the material in this paper was presented at the 1986 IEEE International Conference on Robotics and Automation, San Francisco, CA, April 7-10, 1986.
PY - 1988/6
Y1 - 1988/6
N2 - An approach proposed for scheduling of Flexible Manufacturing Systems (FMS) is to sequentially solve three related subproblems, commonly referred to as the “FMS loading,” “job routing,” and “operation sequencing” problems. However, the use of this approach results in assigning a fixed set of resources for each machine prior to sequencing, and thus may unnecessarily restrict the capability of the flexible manufacturing system, especially if the machines are very versatile. In this paper, we present an approach which allows in-process “machine loading” through magazine setups, and which concurrently routes and sequences the jobs on the versatile machines. To illustrate the concurrent approach, a specific two-versatile-machine flowshop scheduling problem, referred to as 2-VFSP, is defined and studied in detail. Theoretical results show that the optimal schedule for 2-VFSP need not nave more than two in-process magazine setups, giving rise to the three possible scheduling configurations. Further, it is proven that to obtain the optimal schedule is an NP-complete problem. A heuristic is developed and tested on sets of random joblists, with different setup times corresponding to varying degrees of machine versatility. Results indicate that schedules which incorporate in-process magazine setup(s) may be more desirable when the setup time is small. Thus the use of concurrent scheduling approach which allows in-process magazine setups may be especially useful for systems with very versatile machines.
AB - An approach proposed for scheduling of Flexible Manufacturing Systems (FMS) is to sequentially solve three related subproblems, commonly referred to as the “FMS loading,” “job routing,” and “operation sequencing” problems. However, the use of this approach results in assigning a fixed set of resources for each machine prior to sequencing, and thus may unnecessarily restrict the capability of the flexible manufacturing system, especially if the machines are very versatile. In this paper, we present an approach which allows in-process “machine loading” through magazine setups, and which concurrently routes and sequences the jobs on the versatile machines. To illustrate the concurrent approach, a specific two-versatile-machine flowshop scheduling problem, referred to as 2-VFSP, is defined and studied in detail. Theoretical results show that the optimal schedule for 2-VFSP need not nave more than two in-process magazine setups, giving rise to the three possible scheduling configurations. Further, it is proven that to obtain the optimal schedule is an NP-complete problem. A heuristic is developed and tested on sets of random joblists, with different setup times corresponding to varying degrees of machine versatility. Results indicate that schedules which incorporate in-process magazine setup(s) may be more desirable when the setup time is small. Thus the use of concurrent scheduling approach which allows in-process magazine setups may be especially useful for systems with very versatile machines.
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U2 - 10.1109/56.786
DO - 10.1109/56.786
M3 - Article
AN - SCOPUS:0024031525
SN - 0882-4967
VL - 4
SP - 256
EP - 264
JO - IEEE journal of robotics and automation
JF - IEEE journal of robotics and automation
IS - 3
ER -