An efficient framework for job input sequencing and vehicle dispatching in a flexible manufacturing system based on AGV transport

This paper addresses the scheduling problem in automated job shop environments. We focus on the job input sequencing and vehicle dispatching problems in a flexible manufacturing systems using a single vehicle automated guided vehicle systems. A solution approach for a n/m/G/C/sub max/ problem is proposed. An iterative procedure is developed where, at the first stage a stochastic algorithm determines a job input sequence. At the second stage a discrete event simulation experiment is performed to investigate the system performance and the makespan depending on the job input sequencing and the vehicle and machine dispatching. The estimated makespan is then used by the stochastic algorithm to improve the initial job input sequence. The originality of our approach is to determine simultaneously the job input sequencing and vehicle dispatching taking into consideration the dynamic behaviour of the system as well as the finite input and output buffer capacities.

[1]  Ihsan Sabuncuoglu,et al.  Experimental investigation of an FMS due-date scheduling problem: Evaluation of machine and AGV scheduling rules , 1993 .

[2]  Michael Randolph Garey,et al.  Johnson: "computers and intractability , 1979 .

[3]  Gündüz Ulusoy,et al.  A Time Window Approach to Simultaneous Scheduling of Machines and Material Handling System in an FMS , 1995, Oper. Res..

[4]  Chelliah Sriskandarajah,et al.  Design and operational issues in AGV-served manufacturing systems , 1998, Ann. Oper. Res..

[5]  Marius M. Solomon,et al.  Dynamic scheduling of automated guided vehicles for a certain class of systems , 1990 .

[6]  Leon F. McGinnis,et al.  Control of Material Handling Transporter in Automated Manufacturing , 1989 .

[7]  William L. Maxwell,et al.  Theory of scheduling , 1967 .

[8]  J. M. A. Tanchoco,et al.  A review of research on AGVS vehicle management , 1991 .

[9]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[10]  Dong-Soon Yim,et al.  Push and pull rules for dispatching automated guided vehicles in a flexible manufacturing system , 1993 .

[11]  Gündüz Ulusoy,et al.  Simultaneous scheduling of machines and automated guided vehicles , 1993 .

[12]  J. M. A. Tanchoco,et al.  Congestion control policy for automated manufacturing systems , 1993 .

[13]  Gerd Finke,et al.  Scheduling tasks and vehicles in a flexible manufacturing system , 1991 .

[14]  Jiyin Liu,et al.  A new classification scheme for flexible manufacturing systems , 1993 .

[15]  Emile H. L. Aarts,et al.  Simulated Annealing: Theory and Applications , 1987, Mathematics and Its Applications.

[16]  Pius J. Egbelu,et al.  Characterization of automatic guided vehicle dispatching rules , 1984 .

[17]  David Sinriech,et al.  Network design models for discrete material flow systems: A literature review , 1995 .

[18]  Clifford S. Orloff,et al.  Route Constrained Fleet Scheduling , 1976 .

[19]  Rakesh Nagi,et al.  Integrated scheduling of material handling and manufacturing activities for just-in-time production of complex assemblies , 1998 .

[20]  Gündüz Ulusoy,et al.  Simultaneous Scheduling of Machines and Material Handling System in an FMS , 1992 .

[21]  Charles J. Malmborg,et al.  Heuristic dispatching models for multi-vehicle materials handling systems , 1994 .

[22]  John L. Hunsucker,et al.  Comparative performance analysis of priority rules in a constrained flow shop with multiple processors environment , 1994 .

[23]  Andrew Kusiak,et al.  Flexible Manufacturing Systems: A Structural Approach , 1985 .

[24]  Andrew Kusiak Material handling in flexible manufacturing systems , 1985 .

[25]  Pyung-Hoi Koo,et al.  Deadlock Prevention in Manufacturing Systems With AGV Systems: Banker’s Algorithm Approach , 1997 .

[26]  Ihsan Sabuncuoglu,et al.  Experimental investigation of FMS machine and AGV scheduling rules against the mean flow-time criterion , 1992 .

[27]  André Langevin,et al.  Dispatching, routing, and scheduling of two automated guided vehicles in a flexible manufacturing system , 1996 .

[28]  Gerd Finke,et al.  Vehicle scheduling in two-cycle flexible manufacturing systems , 1994 .

[29]  T.C.E. Cheng,et al.  Survey of scheduling research involving due date determination decisions , 1989 .