Title :
Performance evaluation with cost estimation for supervised systems
Author :
Markovski, Jasen
Author_Institution :
Dept. of Mech. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
Supervisory control theory deals with automated synthesis of models of supervisory controllers that ensure safe and nonblocking behavior of the supervised system. Typically, (large) supervised systems cannot be guaranteed to meet elaborated performance requirements, as ensuring them during the synthesis procedure is a costly undertaking. We propose a model-based systems engineering framework that enables supervisor synthesis of stochastic (nondeterministic) discrete-event systems, and post-synthesis validation of quantitative properties of the supervised system by imposing a cost model. To this end, we develop several extension tools that interface with the supervisory controller synthesis tool Supremica. To illustrate our approach, we remodel an industrial case study involving coordination of maintenance procedures of a printing process and demonstrate how to obtain performance measures using Markovian reward model checking.
Keywords :
Markov processes; control engineering computing; control system synthesis; costing; discrete event systems; formal verification; maintenance engineering; performance evaluation; systems engineering; Markovian reward model checking; Supremica tool; automated supervisory controller model synthesis; cost estimation; maintenance procedure coordination; model-based system engineering framework; nonblocking behavior; performance evaluation; printing process; quantitative properties; stochastic discrete-event systems; supervised systems; supervisory control theory; supervisory controller synthesis tool; Automata; Delay; Maintenance engineering; Markov processes; Modeling; Printing; Markov processes; discrete-event systems; formal specification; performance evaluation; supervisory control;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6377668