Title
Scheduling flexible manufacturing systems using Petri nets and heuristic search
Abstract
Petri net modeling combined with heuristic search provides a new scheduling method for flexible manufacturing systems. The method formulates a scheduling problem with a Petri net model. Then, it generates and searches a partial reachability graph to find an optimal or near optimal feasible schedule in terms of the firing sequence of the transitions of the Petri net model. The method can handle features such as routing flexibility, shared resources, lot sizes and concurrency. By following the generated schedule, potential deadlocks in the Petri net model and the system can be avoided. Hence the analytical overhead to guarantee the liveness of the model and the system is eliminated. Some heuristic functions for efficient search are explored and the experimental results are presented
Year
DOI
Venue
1994
10.1109/70.282537
IEEE T. Robotics and Automation
Keywords
Field
DocType
optimisation,scheduling,petri nets,fms,heuristic functions,petri net model,production control,heuristic search,flexible manufacturing systems,concurrency,shared resources,partial reachability graph,lot sizes,routing flexibility,firing sequence,deadlocks,robots,job shop scheduling,scheduling problem,petri net,routing,computational modeling,concurrent computing
Heuristic,Job shop scheduling,Petri net,Concurrency,Computer science,Process architecture,Stochastic Petri net,Flexible manufacturing system,Liveness,Distributed computing
Journal
Volume
Issue
ISSN
10
2
1042-296X
Citations 
PageRank 
References 
110
8.75
19
Authors
2
Search Limit
100110
Name
Order
Citations
PageRank
Doo Yong Lee125234.35
F. DiCesare270370.90