Title :
Parsimonious Monitor Control of Petri Net Models of Flexible Manufacturing Systems
Author :
Cordone, Roberto ; Piroddi, Luigi
Author_Institution :
Dipt. di Sci. dell´´Inf., Univ. degli Studi di Milano, Milan, Italy
Abstract :
Most approaches for deadlock prevention and liveness enforcement in Petri nets rely on siphon control methods or the theory of regions to derive monitor-based supervisors. These techniques raise methodological and computational issues, from the existence of feasible solutions to the hardness of guaranteeing maximal permissivity and optimality in the size and cost of the control subnet. Recently, the supervisor design problem has also been reformulated as a direct monitor optimization task based on integer linear programming, which can more effectively deal with the mentioned issues and objectives. This paper introduces an efficient branch-and-bound scheme for the exploration of the solution space of the direct monitor optimization problem. An extensive computational analysis on a set of benchmark instances demonstrates the efficiency of the approach.
Keywords :
Petri nets; flexible manufacturing systems; integer programming; linear programming; tree searching; Petri net model; branch-and-bound scheme; control subnet; deadlock prevention; direct monitor optimization problem; direct monitor optimization task; flexible manufacturing systems; integer linear programming; liveness enforcement; maximal permissivity; monitor-based supervisors; parsimonious monitor control; siphon control method; supervisor design problem; Humans; Law; Monitoring; Optimization; Production; System recovery; Branch and bound; Petri nets; deadlock prevention; flexible manufacturing systems; supervisory control;
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
DOI :
10.1109/TSMCA.2012.2190139