Operational Decisions in AGV-Served Flowshop Loops: Scheduling

This paper considers operational issues that arise in repetitive manufacturing systems served by automated guided vehicles (AGVs) in loops with unidirectional material flow. The objective considered is the minimization of the steady state cycle time required to produce a minimal job set (or equivalently, throughput rate maximization). Our models allow for delays caused by AGV conflicts. We define and analyze three nondominated and widely used AGV dispatching policies. For each policy, we describe algorithms and intractability results for combined job scheduling and material handling problems. We describe a genetic algorithm that estimates the cycle time within 5% on average for instances with up to 10 machines and four AGVs. Some related fleet sizing and loop decomposition issues are discussed in the companion paper [19].

[1]  Eugene L. Lawler,et al.  The Traveling Salesman Problem: A Guided Tour of Combinatorial Optimization , 1985 .

[2]  William L. Maxwell,et al.  Design of Automatic Guided Vehicle Systems , 1982 .

[3]  Chuen-Lung Chen,et al.  An application of genetic algorithms for flow shop problems , 1995 .

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

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

[6]  Charles R. Standridge,et al.  Modeling and Analysis of Manufacturing Systems , 1993 .

[7]  D. E. Goldberg,et al.  Genetic Algorithms in Search , 1989 .

[8]  R. Gomory,et al.  Sequencing a One State-Variable Machine: A Solvable Case of the Traveling Salesman Problem , 1964 .

[9]  Hisao Ishibuchi,et al.  Performance evaluation of genetic algorithms for flowshop scheduling problems , 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

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

[11]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[12]  James B. Orlin,et al.  Cyclic Scheduling via Integer Programs with Circular Ones , 1980, Oper. Res..

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

[14]  Ronald G. Askin Modeling and analysis of manufacturing systems / Ronald G. Askin, Charles R. Standridge , 1993 .

[15]  G. A. Koff Automatic guided vehicle systems: applications, controls and planning , 1987 .

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

[17]  A. Kusiak,et al.  An expert system for design of automated Material Handling Systems (INSIMAS) , 1985 .

[18]  Valerio Grasso,et al.  AGV-served assembly lines: influence of sequencing and launch policies on system performances , 1990 .

[19]  Robert J. Wittrock,et al.  Scheduling Algorithms for Flexible Flow Lines , 1985, IBM J. Res. Dev..

[20]  S. S. Panwalkar,et al.  Scheduling of a Two-machine Flowshop with Travel Time Between Machines , 1991 .

[21]  James B. Orlin A Faster Strongly Polynomial Minimum Cost Flow Algorithm , 1993, Oper. Res..

[22]  Robert W. Hall Cyclic scheduling for improvement , 1988 .

[23]  Chelliah Sriskandarajah,et al.  Operational Decisions in AGV-Served Flowshop Loops: Fleet Sizing and Decomposition , 2001, Ann. Oper. Res..

[24]  Chelliah Sriskandarajah,et al.  Scheduling in Robotic Cells: Classification, Two and Three Machine Cells , 1997, Oper. Res..

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

[26]  Helman I. Stern,et al.  Scheduling Parts in a Combined Production-transportation Work Cell , 1990 .

[27]  E.L. Lawler,et al.  Optimization and Approximation in Deterministic Sequencing and Scheduling: a Survey , 1977 .

[28]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

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

[30]  Yavuz A. Bozer,et al.  Tandem AGV systems: A partitioning algorithm and performance comparison with conventional AGV systems , 1992 .

[31]  Tharmarajah Ganesharajah,et al.  AGV-served Manufacturing Systems, Scheduling and Design in Loop Layouts , 1997 .

[32]  John B. Kidd,et al.  Toyota Production System , 1993 .

[33]  Yavuz A. Bozer,et al.  Tandem Configurations for Automated Guided Vehicle Systems and the Analysis of Single Vehicle Loops , 1991 .

[34]  Toshihide Ibaraki,et al.  Automated Two-machine Flowshop Scheduling: A Solvable Case , 1991 .