Abstract
The paper proposes a novel fault-tolerant tracking control method based on robust observer for constrained dynamic systems. Accordingly, it is considered that the system may be occupied by the actuator and sensor faults as well as the external disturbances, simultaneously. Moreover, it is assumed that there is already employed nominal predictive controller for the fault-free and disturbance-free reference system. Thus, the additional fault-tolerant tracking controller based on robust observer is proposed, while it is not necessary to change the nominal controller. Additionally, the stability of the described observer and controller is guaranteed by using \(H_\infty \) approach. Finally, the laboratory Two-Tank system is used to confirm the correctness and performance of the proposed scheme. Additionally, tanks in the proposed system are physically connected together, while each tank has its own water pump.
The work was supported by the National Science Centre, Poland under Grant: UMO-2017/27/B/ST7/00620.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Aouaouda, S., Chadli, M., Righi, I.: Active FTC approach design for TS fuzzy systems under actuator saturation. In: 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT), pp. 483–488. IEEE (2019)
Blanke, M., Schörder, J., Kinnaert, M., Lunze, J., Staroswiecki, M.: Diagnosis and Fault-Tolerant Control. Springer, Heidelberg (2006). https://doi.org/10.1007/978-3-540-35653-0
Hamdi, H., Rodrigues, M., Rabaoui, B., Benhadj Braiek, N.: A fault estimation and fault-tolerant control based sliding mode observer for LPV descriptor systems with time delay. Int. J. Appl. Math. Comput. Sci. 31(2) (2021)
Kommuri, S.K., Defoort, M., Karimi, H.R., Veluvolu, K.C.: A robust observer-based sensor fault-tolerant control for PMSM in electric vehicles. IEEE Trans. Industr. Electron. 63(12), 7671–7681 (2016)
Kouvaritakis, B., Cannon, M.: Model Predictive Control, vol. 38. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-24853-0
Li, S., Wang, H., Aitouche, A., Tian, Y., Christov, N.: Active fault tolerance control of a wind turbine system using an unknown input observer with an actuator fault. Int. J. Appl. Math. Comput. Sci. 28(1) (2018)
Majdzik, P.: Feasible schedule under faults in the assembly system. In: 2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV), pp. 1049–1054. IEEE (2020)
Pazera, M., Witczak, M.: Towards robust simultaneous actuator and sensor fault estimation for a class of nonlinear systems: design and comparison. IEEE Access 7, 97143–97158 (2019)
Pham, H.T., Bourgeot, J.M., Benbouzid, M.: Fault-tolerant finite control set-model predictive control for marine current turbine applications. IET Renew. Power Gener. 12(4), 415–421 (2018)
Puig, V.: Fault diagnosis and fault tolerant control using set-membership approaches: application to real case studies. Int. J. Appl. Math. Comput. Sci. 20(4), 619–635 (2010)
Sun, K., Sui, S., Tong, S.: Optimal adaptive fuzzy FTC design for strict-feedback nonlinear uncertain systems with actuator faults. Fuzzy Sets Syst. 316, 20–34 (2017)
Tabbache, B., Rizoug, N., Benbouzid, M.E.H., Kheloui, A.: A control reconfiguration strategy for post-sensor FTC in induction motor-based EVS. IEEE Trans. Veh. Technol. 62(3), 965–971 (2012)
Tao, T., Zhao, W., Du, Y., Cheng, Y., Zhu, J.: Simplified fault-tolerant model predictive control for a five-phase permanent-magnet motor with reduced computation burden. IEEE Trans. Power Electron. 35(4), 3850–3858 (2019)
Wang, L., Sun, L., Luo, W.: Robust constrained iterative learning predictive fault-tolerant control of uncertain batch processes. Sci. China Inf. Sci. 62(11), 1–3 (2019). https://doi.org/10.1007/s11432-018-9541-1
Witczak, M.: Fault Diagnosis and Fault-Tolerant Control Strategies for Non-Linear Systems. LNEE, vol. 266. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-03014-2
Witczak, M., Buciakowski, M., Aubrun, C.: Predictive actuator fault-tolerant control under ellipsoidal bounding. Int. J. Adapt. Control Signal Process. 30(2), 375–392 (2016)
Xiao, L., Zhang, L., Gao, F., Qian, J.: Robust fault-tolerant synergetic control for dual three-phase PMSM drives considering speed sensor fault. IEEE Access 8, 78912–78922 (2020)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Kukurowski, N., Mrugalski, M., Witczak, M. (2023). A Predictive Fault-Tolerant Tracking Control for Constrained Dynamic Systems. In: Kowalczuk, Z. (eds) Intelligent and Safe Computer Systems in Control and Diagnostics. DPS 2022. Lecture Notes in Networks and Systems, vol 545. Springer, Cham. https://doi.org/10.1007/978-3-031-16159-9_33
Download citation
DOI: https://doi.org/10.1007/978-3-031-16159-9_33
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-16158-2
Online ISBN: 978-3-031-16159-9
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)