期刊文献+

Sensor/Actuator Faults Detection for Networked Control Systems via Predictive Control 被引量:3

Sensor/Actuator Faults Detection for Networked Control Systems via Predictive Control
原文传递
导出
摘要 Quantized fault detection for sensor/actuator faults of networked control systems (NCSs) with time delays both in the sensor-to-controller channel and controller-to-actuator channel is concerned in this paper. A fault model is set up based on the possible cases of sensor/atuator faults. Then, the model predictive control is used to compensate the time delay. When the sensors and actuators are healthy, an H stability criterion of the state predictive observer is obtained in terms of linear matrix inequality. A new threshold computational method that conforms to the actual situation is proposed. Then, the thresholds of the false alarm rate (FAR) and miss detection rate (MDR) are presented by using our proposed method, which are also compared with the ones given in the existin~ literatures. Finally, some numerical simulations are shown to demonstrate the effectiveness of the proposed method. Quantized fault detection for sensor/actuator faults of networked control systems (NCSs) with time delays both in the sensor-to-controller channel and controller-to-actuator channel is concerned in this paper. A fault model is set up based on the possible cases of sensor/atuator faults. Then, the model predictive control is used to compensate the time delay. When the sensors and actuators are healthy, an H stability criterion of the state predictive observer is obtained in terms of linear matrix inequality. A new threshold computational method that conforms to the actual situation is proposed. Then, the thresholds of the false alarm rate (FAR) and miss detection rate (MDR) are presented by using our proposed method, which are also compared with the ones given in the existin~ literatures. Finally, some numerical simulations are shown to demonstrate the effectiveness of the proposed method.
出处 《International Journal of Automation and computing》 EI CSCD 2013年第3期173-180,共8页 国际自动化与计算杂志(英文版)
基金 supported by National Natural Science Foundation of China(No.61074065) Natural Science Foundation of Hebei Province(No.F2012203184) Specialized Research Fund for the Doctoral Program of Higher Education of China(No.20111333120009)
关键词 Networked control system fault detection false alarm rate (FAR) miss detection rate (MDR) predictive control. Networked control system, fault detection, false alarm rate (FAR), miss detection rate (MDR), predictive control.
  • 相关文献

参考文献3

二级参考文献44

  • 1郑英,方华京.不确定网络化控制系统的鲁棒容错控制[J].西安交通大学学报,2004,38(8):804-807. 被引量:25
  • 2樊卫华,蔡骅,陈庆伟,胡维礼.MIMO网络控制系统的容错控制[J].系统工程与电子技术,2005,27(5):879-882. 被引量:9
  • 3霍志红,方华京.一类随机时延网络化控制系统的容错控制研究[J].信息与控制,2006,35(5):584-587. 被引量:30
  • 4Mahmoud M S. Robust H∞ control of discrete systems with uncertain parameters and unknown delay[ J]. IEEE Trans Automatica, 2000,36(14) :6274535.
  • 5Walsh G, Ye H, Bushnell L. Stability analysis of network control system[ C ]. San Diego, CA i Proc Amer Control Conf, 1999.
  • 6Walsh G, Beldiman Q, Bushnell L. Asymptotic behavior of nonlinear network control systems [ J ]. IEEE Transaction on Automatic Control,2001,46 (7) : 1093-1097.
  • 7Hu S S ,Zhu Q x. Stochastic optimal control and analysis of stability of networked control systems with long delay [ J ] . Automation, 2003,39 ( 11 ) : 1877-1884.
  • 8Li W, Li Y J, Liu W R. Robust fault tolerant control for networked control systems with uncertain disturbance [ C ]. Harbin, China: Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation,2007.
  • 9Gemain G, Jacques B, Denis A. Robust stabilization of discrete-time linear systems with norm-bounded time-varying uncertainty [ J ]. IEEE Trans Systems and Control Letters, 1994,22 (5) :327-339.
  • 10Zhang W, Branicky M S, Phillips S M. Stability of networked control systems. IEEE Control Systems Magazine, 2001, 21(1): 84-99.

共引文献26

同被引文献25

  • 1MAO Ze-Hui JIANG Bin.Fault Estimation and Accommodation for Networked Control Systems with Transfer Delay[J].自动化学报,2007,33(7):738-743. 被引量:24
  • 2William Young,Nancy G. Leveson.An integrated approach to safety and security based on systems theory[J]. Communications of the ACM . 2014 (2)
  • 3Xiao Rong Zhou,Meng Tian Song,Gan Wei Cai.Multiple Models Based Detection of Transient Faults for Networked Control System[J]. Applied Mechanics and Materials . 2013 (373)
  • 4Javier Lopez,Cristina Alcaraz,Rodrigo Roman.Smart control of operational threats in control substations[J]. Computers & Security . 2013
  • 5Wei Xiong,Hanping Hu,Naixue Xiong,Laurence T. Yang,Wen-Chih Peng,Xiaofei Wang,Yanzhen Qu.Anomaly secure detection methods by analyzing dynamic characteristics of the network traffic in cloud communications[J]. Information Sciences . 2013
  • 6Béla Genge,Christos Siaterlis.Physical process resilience-aware network design for SCADA systems[J]. Computers and Electrical Engineering . 2013
  • 7Yoshihiro Hashimoto,Takeshi Toyoshima,Shuichi Yogo,Masato Koike,Takashi Hamaguchi,Sun Jing,Ichiro Koshijima.Safety securing approach against cyber-attacks for process control system[J]. Computers and Chemical Engineering . 2013
  • 8Umut Altinisik,Mehmet Yildirim.A new fault tolerant control approach for the three-tank system using data mining[J]. Computers and Electrical Engineering . 2012 (6)
  • 9Naixue Xiong,Athanasios V. Vasilakos,Laurence T. Yang,Ekram Hossain.An adaptive and predictive approach for autonomic multirate multicast networks[J]. ACM Transactions on Autonomous and Adaptive Systems (TAAS) . 2011 (3)
  • 10Fu Sha,Zhou Hangjun.The information security risk assessment based on AHP and fuzzy comprehensive evaluation. 2011IEEE 3rd International Conference on Communication Software and Networks . 2011

引证文献3

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部