Title :
BDD-based supervisory control on extended finite automata
Author :
Miremadi, S. ; Lennartson, B. ; Åkesson, K.
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Gothenburg, Sweden
Abstract :
In this paper, we settle some problems that are encountered when modeling and synthesizing complex industrial systems by the supervisory control theory. First, modeling such huge systems with explicit state-transition models typically results in an intractable model. An alternative modeling approach is to use extended finite automata (EFAs), which is an augmentation of ordinary automata with variables. The main advantage of utilizing EFAs for modeling is that more compact models are obtained. The second problem concerns the ease to understand and implement the supervisor. To handle this problem, we represent the supervisor in a modular manner by extending the original EFAs by compact conditional expressions generated from the monolithic supervisor. In order to, potentially, be able to handle complex systems efficiently, the models are symbolically represented by binary decision diagrams (BDDs). All computations that are performed in this framework are based on BDD operations. The framework has been implemented in a supervisory control tool and applied to industrially relevant benchmark problems.
Keywords :
binary decision diagrams; discrete event systems; finite automata; industrial control; BDD based supervisory control; EFA; binary decision diagrams; extended finite automata; industrial systems; monolithic supervisor; state-transition models; Automata; Boolean functions; Computational modeling; Data structures; Explosions; Finite element methods; Supervisory control; Supervisory control theory; binary decision diagrams; extended finite automata; supervisor representation; symbolic representation;
Conference_Titel :
Automation Science and Engineering (CASE), 2011 IEEE Conference on
Conference_Location :
Trieste
Print_ISBN :
978-1-4577-1730-7
Electronic_ISBN :
2161-8070
DOI :
10.1109/CASE.2011.6042480