Networked Active Fault-Tolerant Predictive Control for Systems With Random Communication Constraints and Actuator/Sensor Faults

被引:19
|
作者
Pang, Zhong-Hua [1 ]
Xia, Cheng-Gang [1 ]
Zhai, Wei-Feng [1 ]
Liu, Guo-Ping [2 ]
Han, Qing-Long [3 ]
机构
[1] North China Univ Technol, Key Lab Fieldbus Technol & Automat, Beijing 100144, Peoples R China
[2] Wuhan Univ, Dept Artificial Intelligence & Automat, Wuhan 430072, Peoples R China
[3] Swinburne Univ Technol, Sch Sci Comp & Engn Technol, Melbourne, Vic 3122, Australia
基金
中国国家自然科学基金;
关键词
Actuators; Circuit faults; Fault tolerant systems; Fault tolerance; Delays; Observers; Predictive control; Networked control systems; networked predictive control; fault-tolerant control; actuator and sensor faults; random communication constraints;
D O I
10.1109/TCSII.2021.3129477
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This brief presents an active fault-tolerant predictive control method for the output tracking of networked control systems (NCSs) subject to random communication constraints as well as actuator and sensor faults. The system state and actuator/sensor faults are simultaneously estimated via an observer and then used to perform a fault-tolerant predictive controller. Thus, both faults and the communication constraints in the backward and forward channels are actively compensated. A closed-loop stability condition is obtained, which also guarantees a zero steady-state tracking error. Moreover, the separation principle for designing the observer-based controller holds. Finally, the numerical simulation for a mass-spring-damper system is conducted to illustrate the effectiveness of the proposed method.
引用
收藏
页码:2166 / 2170
页数:5
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