Skip to main content

Advertisement

Log in

Actuator Fault Estimation of a Networked Control System with Packet Loss

  • Published:
Journal of Control, Automation and Electrical Systems Aims and scope Submit manuscript

Abstract

In this article, the actuator fault estimation of a networked control system (NCS) with packet dropout is studied. First, a Markov chain is utilized to describe the packet loss behaviour. Then, the global system is modelled as a Markovian jump linear system (MJLS). Next, a proportional–integral observer is used to estimate the actuator’s fault. Sufficient conditions are written in the form of linear matrix inequality (LMI) after using the stochastic Lyapunov–Krasovskii functional. By applying matrix theory skills, we introduce some slack variables in the LMI for more relaxation. The obtained LMI has more advantages than others existing in the literature. Finally, a simulation is provided to show the validity of the proposed approach and compare the obtained results with other presented works.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Bahreini, M., & Zarei, J. (2019). Robust fault-tolerant control for networked control systems subject to random delays via static-output feedback. ISA Transactions, 86, 153–162.

    Article  Google Scholar 

  • Baigzadehnoe, B., Rezaie, B., & Rahmani, Z. (2019). Fuzzy-model-based fault detection for nonlinear networked control systems with periodic access constraints and Bernoulli packet dropouts. Applied Soft Computing, 80, 465–474.

    Article  Google Scholar 

  • Benzaouia, A., Ouladsine, M., Naamane, A., & Ananou, B. (2012). Fault detection for uncertain delayed switching discrete-time systems. International Journal of Innovative Computing, Information and Control, 8(12), 8049–8062.

    Google Scholar 

  • Benzaouia, A., & Telbissi, K. (2019). Actuator fault estimation based on proportional integral observer for discrete-time switched systems. Journal of Dynamic Systems, Measurement, and Control, 141(3), 031011.

    Article  Google Scholar 

  • Ding, L., Han, Q.-L., & Sindi, E. (2018). Distributed cooperative optimal control of DC microgrids with communication delays. IEEE Transactions on Industrial Informatics, 14(9), 3924–3935.

    Article  Google Scholar 

  • Jiang, P., & Yao, L. (2019). Fault diagnosis and model predictive fault tolerant control of networked control systems with random packet loss. IOP Conference Series: Materials Science and Engineering, 569, 52031.

    Article  Google Scholar 

  • Peng, C., Yang, T., & Tian, E. (2010). Robust fault-tolerant control of networked control systems with stochastic actuator failure. IET Control Theory & Applications, 4(12), 3003–3011.

    Article  MathSciNet  Google Scholar 

  • Qiu, L., Yao, F., & Zhong, X. (2013). Stability analysis of networked control systems with random time delays and packet dropouts modeled by Markov chains. Journal of Applied Mathematics, 2013, 715072. https://doi.org/10.1155/2013/715072.

  • Tan, C., Li, L., & Zhang, H. (2015). Stabilization of networked control systems with both network-induced delay and packet dropout. Automatica, 59, 194–199.

    Article  MathSciNet  Google Scholar 

  • Wang, F.-Y., & Liu, D. (2008). Networked control systems. In Theory and applications (2008th ed.). Springer. https://doi.org/10.1007/978-1-84800-215-9.

  • Wang, Z., Ho, D. W., & Liu, X. (2003). Variance-constrained filtering for uncertain stochastic systems with missing measurements. IEEE Transactions on Automatic Control, 48(7), 1254–1258.

    Article  MathSciNet  Google Scholar 

  • Wang, Y.-L., Lim, C.-C., & Shi, P. (2016). Adaptively adjusted event-triggering mechanism on fault detection for networked control systems. IEEE Transactions on Cybernetics, 47(8), 2299–2311.

    Article  Google Scholar 

  • Winstead, V., & Kolmanovsky, I. (2004). Observers for fault detection in networked systems with random delays. In Proceedings of the 2004 American control conference (Vol. 3, pp. 2457–2462). IEEE.

  • Xie, H., Wang, J., & Tang, X. (2017). Constrained model predictive control of interval type-2 t-s fuzzy systems with Markovian packet loss. Journal of Control, Automation and Electrical Systems, 28(3), 323–336.

    Article  Google Scholar 

  • Xu, D., Ding, S., Wang, Y., & Li, L. (2017). Fault-tolerant control for wireless networked control systems with an integrated scheduler. International Journal of Adaptive Control and Signal Processing, 31(1), 23–38.

    Article  MathSciNet  Google Scholar 

  • Ye, H., & Ding, S. X. (2004). Fault detection of networked control systems with network-induced delay. In ICARCV 2004 8th control, automation, robotics and vision conference, 2004 (Vol. 1, pp. 294–297). IEEE.

  • Ze-Hui, M., & Jiang, B. (2007). Fault estimation and accommodation for networked control systems with transfer delay. Acta Automatica Sinica, 33(7), 738–743.

    Article  MathSciNet  Google Scholar 

  • Zhang, P., Ding, S., Frank, P., & Sader, M. (2004) Fault detection of networked control systems with missing measurements. In 2004 5th Asian control conference (IEEE Cat. No. 04EX904) (Vol. 2, pp. 1258–1263). IEEE.

  • Zhang, W., Branicky, M. S., & Phillips, S. M. (2001). Stability of networked control systems. IEEE Control Systems Magazine, 21(1), 84–99.

    Article  Google Scholar 

  • Zhang, X.-M., Han, Q.-L., Ge, X., Ding, D., Ding, L., Yue, D., et al. (2019). Networked control systems: A survey of trends and techniques. IEEE/CAA Journal of Automatica Sinica, 7(1), 1–17.

    MathSciNet  Google Scholar 

  • Zhang, W.-A., & Yu, L. (2008). Modelling and control of networked control systems with both network-induced delay and packet-dropout. Automatica, 44(12), 3206–3210.

    Article  MathSciNet  Google Scholar 

  • Zhihong, H., & Huajing, F. (2007). Research on robust fault-tolerant control for networked control system with packet dropout. Journal of Systems Engineering and Electronics, 18(1), 76–82.

    Article  Google Scholar 

  • Zhuang, G., Li, Y., & Lu, J. (2015). Fuzzy fault-detection filtering for uncertain stochastic time-delay systems with randomly missing data. Transactions of the Institute of Measurement and Control, 37(2), 242–264.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Reda El Abbadi.

Ethics declarations

Conflict of interest

The authors declare that there is no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

El Abbadi, R., Jamouli, H. Actuator Fault Estimation of a Networked Control System with Packet Loss. J Control Autom Electr Syst 32, 1553–1562 (2021). https://doi.org/10.1007/s40313-021-00772-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40313-021-00772-3

Keywords

Navigation