Title :
Fault tolerant control and detection of networked control systems with Markov packet dropouts
Author :
Dong Wang ; Jianliang Wang ; Wei Wang
Author_Institution :
Sch. of Control Sci. & Eng., Dalian Univ. of Technol., Dalian, China
Abstract :
This paper presents the design method of fault tolerant controller and fault detection observer for Networked Control Systems (NCSs) with packet dropouts governed by a Markov chain. The packet dropouts are transformed into the networked induced time delays because of the consideration of some late arrival packets. The closed-loop NCSs with an observer-based feedback controller and time-delay outputs is transformed into a Markov system with stated delays. Two criteria are developed to evaluate the performance of detecting the faults. Sufficient conditions on the existence of controllers and observers for the mean square stability with an H- fault sensitivity level and an H∞ disturbance attenuation level are derived through a Lyapunov function dependent on the upper bound of the number of consecutive packet dropouts. Such conditions are straightforwardly solved to obtain the strict linear matrix inequalities.
Keywords :
H∞ control; Lyapunov methods; Markov processes; control system synthesis; delays; distributed parameter systems; fault diagnosis; fault tolerant control; feedback; linear matrix inequalities; networked control systems; observers; stability; H∞ disturbance attenuation level; H- fault sensitivity level; Lyapunov function; Markov chain; Markov packet dropouts; Markov process; closed-loop NCS; fault detection observer; fault tolerant controller design method; fault tolerant detection; late arrival packets; linear matrix inequalities; mean square stability; networked control systems; networked induced time delays; observer-based feedback controller; sufficient conditions; time-delay outputs; Delay effects; Educational institutions; Fault detection; Markov processes; Observers; Performance analysis; Symmetric matrices; Markov process; fault detection; networked control systems; packet dropouts;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895903