Title :
Robust decentralized control of stochastic systems with jumps
Author_Institution :
Nizhny Novgorod State Tech. Univ. at Arzamas, Arzamas, Russia
Abstract :
A class of complex control systems, modelled as a finite family of stochastic differential equations with state-dependent noise is considered. Each individual equation of this family describes the plant state variable in individual regime of the system composed of a set of interconnected subsystems. The transitions between these regimes are discontinuous and are modelled by a homogeneous Markov chain. At the moment of regime change (jump of Markov chain) the plant state can change by jump too. The robust decentralized control in the form of a set of switching local feedbacks which guarantees exponential stability in the mean square (ESMS) of closed loop system for given noise intensities and for all transition probabilities of the Markov chain from the given domain is obtained. The perfect robust control in the same decentralized form which guarantees ESMS of closed loop system independently of the transition probabilities is also obtained. In partial case, when the plant state variable is changed without jumps, the perfect robust control is obtained in more simple non-switching form.
Keywords :
Markov processes; asymptotic stability; closed loop systems; decentralised control; differential equations; interconnected systems; probability; robust control; stochastic systems; ESMS; closed loop system; complex control systems; exponential stability; homogeneous Markov chain; interconnected subsystems; local feedback switching; mean square; noise intensity; plant state variable; robust decentralized control; state-dependent noise; stochastic differential equations; stochastic systems; transition probability; Decentralized control; Equations; Linear matrix inequalities; Markov processes; Robust control; Robustness; Decentralized Systems; Linear Systems; Lyapunov Design; Robust Control; Stochastic Systems;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2