TY - JOUR
T1 - Reconfigurable-Based Fault-Tolerant Control for Continuous-Time Markov Jump Piecewise-Affine Systems with Allowable Switching Paths
AU - Xu, Nuo
AU - Zhu, Yanzheng
AU - Basin, Michael V.
AU - Zhou, Donghua
AU - Chen, Xinkai
N1 - Publisher Copyright:
© 2022 Elsevier B.V.. All rights reserved.
PY - 2022
Y1 - 2022
N2 - In this paper, the reconfigurable control design problem is studied for a class of continuous-time Markov jump piecewise-affine (PWA) systems with sensor and actuator faults. A reconfiguration block is designed to recover mean-square input-to-state stability (ISS) of the faulty closed-loop system under virtual sensor and virtual actuator. Then, a novel algorithm for computing all the allowable switching paths (ASPs) is developed to overcome the issues of redundant empty paths and mismatch regions, and a S-procedure with the ellipsoidal outer approximation estimation is employed to cope with the affine term. Furthermore, a nonlinear approximation is introduced using the PWA technique to approximate the faulty Markov jump nonlinear systems. Finally, one example is illustrated to demonstrate the effectiveness and advantages of the designed reconfigurable control strategy with an ASPs algorithm.
AB - In this paper, the reconfigurable control design problem is studied for a class of continuous-time Markov jump piecewise-affine (PWA) systems with sensor and actuator faults. A reconfiguration block is designed to recover mean-square input-to-state stability (ISS) of the faulty closed-loop system under virtual sensor and virtual actuator. Then, a novel algorithm for computing all the allowable switching paths (ASPs) is developed to overcome the issues of redundant empty paths and mismatch regions, and a S-procedure with the ellipsoidal outer approximation estimation is employed to cope with the affine term. Furthermore, a nonlinear approximation is introduced using the PWA technique to approximate the faulty Markov jump nonlinear systems. Finally, one example is illustrated to demonstrate the effectiveness and advantages of the designed reconfigurable control strategy with an ASPs algorithm.
KW - Markov jump piecewise-affine system
KW - Mean-square input-to-state stability
KW - Nonlinear approximation
KW - Reconfigurable control
KW - Virtual actuator
KW - Virtual sensor
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U2 - 10.1016/j.ifacol.2022.07.211
DO - 10.1016/j.ifacol.2022.07.211
M3 - Conference article
AN - SCOPUS:85137048615
SN - 2405-8963
VL - 55
SP - 710
EP - 717
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 6
T2 - 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2022
Y2 - 8 June 2022 through 10 June 2022
ER -