DocumentCode
3601960
Title
Lexicographic Multiobjective Integer Programming for Optimal and Structurally Minimal Petri Net Supervisors of Automated Manufacturing Systems
Author
Bo Huang ; MengChu Zhou ; Gongxuan Zhang ; Ammari, Ahmed Chiheb ; Alabdulwahab, Ahmed ; Fayoumi, Ayman G.
Author_Institution
Sch. of Comput. Sci. & Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Volume
45
Issue
11
fYear
2015
Firstpage
1459
Lastpage
1470
Abstract
Based on Petri net (PN) models of automated manufacturing systems, this paper proposes a deadlock prevention method to obtain a maximally permissive (optimal) supervisor while minimizing its structure. The optimal supervisor can be achieved by forbidding all first-met bad markings (FBMs) and permitting all legal markings in a PN model. An FBM obtained via a single transition´s firing at a legal marking is a deadlock or marking that inevitably evolves into a deadlock. A lexicographic multiobjective integer programming problem with multiple objectives to be achieved sequentially is formulated to design such an optimal and structurally minimal supervisor. As a nonlinear function, the quantity of its directed arcs is minimized. A conversion method is proposed to convert the nonlinear model into a linear one. With the premise that each place in the supervisor is associated with a nonnegative place invariant, the controlled net holds all legal markings of the net model, and the supervisor has the minimal structure. Finally, some examples are used to illustrate the application of the proposed approach.
Keywords
Petri nets; integer programming; manufacturing systems; PN model; Petri net models; automated manufacturing systems; deadlock prevention method; first-met bad markings; legal markings; lexicographic multiobjective integer programming problem; maximally permissive supervisor; multiple objectives; nonlinear function; nonlinear model; optimal minimal Petri net supervisor; optimal supervisor; structurally minimal Petri net supervisor; Computational modeling; Computers; Cybernetics; Law; Linear programming; System recovery; Automated manufacturing system (AMS); Petri net (PN); deadlock prevention; discrete event system; linear programming problem;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher
ieee
ISSN
2168-2216
Type
jour
DOI
10.1109/TSMC.2015.2415765
Filename
7091019
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