journal article·2019-09-02Open access

Design of State-Feedback Controllers for Linear Parameter Varying Systems Subject to Time-Varying Input Saturation

Adrián Ruiz, Damiano Rotondo, Bernardo Morcego

Applied Sciences· Volume 9· Issue 17

Abstract

All real-world systems are affected by the saturation phenomenon due to inherent physical limitations of actuators. These limitations should be taken into account in the controller’s design to prevent a possibly severe deterioration of the system’s performance, and may even lead to instability of the closed-loop system. Contrarily to most of the control strategies, which assume that the saturation limits are constant in time, this paper considers the problem of designing a state-feedback controller for a system affected by time-varying saturation limits with the objective to improve the performance. In order to tie variations of the saturation function to changes in the performance of the closed-loop system, the shifting paradigm is used, that is, some parameters scheduled by the time-varying saturations are introduced to schedule the performance criterion, which is considered to be the instantaneous guaranteed decay rate. The design conditions are obtained within the framework of linear parameter varying (LPV) systems using quadratic Lyapunov functions with constant Lyapunov matrices and they consist in a linear matrix inequality (LMI)-based feasibility problem, which can be solved efficiently using available solvers. Simulation results obtained using an illustrative example demonstrate the validity and the main characteristics of the proposed approach.
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Research context

OpenAlex topics: Stability and Control of Uncertain Systems · Control Systems and Identification · Fault Detection and Control Systems

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Research Center for Supervision, Safety and Automatic Control, UPC, Rambla Sant Nebridi, 22, 08222 Terrassa, Spain

Institut de Robòtica i Informàtica Industrial, CSIC-UPC, Llorens i Artigas 4-6, 08028 Barcelona, Spain

References (33)

Show source-provided references
1. Tarbouriech, S., Garcia, G., Gomes da Silva, J.M., and Queinnec, I. (2011). Stability and Stabilization of Linear Systems with Saturating Actuators, Springer Science & Business Media.10.1007/978-0-85729-941-3 ↗
2. Robust stabilization of multi input plants with saturating actuators10.1109/TAC.2009.2036308 ↗
3. Sliding-mode control of discrete-time linear plants with input saturation: Application to a twin-rotor system10.1080/00207179.2013.878039 ↗
4. A virtual actuator approach for the fault tolerant control of unstable linear systems subject to actuator saturation and fault isolation delay10.1016/j.arcontrol.2015.03.006 ↗
5. Rotondo, D., Rizzello, G., and Naso, D. (2018, January 17–19). Robust control of systems with output hysteresis and input saturation using a finite time stability approach. Proceedings of the 2018 IEEE Conference on Decision and Control (CDC), Miami Beach, FL, USA.10.1109/CDC.2018.8618885 ↗
6. Jeyasenthil, R., and Choi, S.B. (2019). A new anti-windup compensator based on quantitative feedback theory for an uncertain linear system with input saturation. Appl. Sci., 9.10.3390/app9152958 ↗
7. Zhang, H., Yu, H., and Hao, F. (2017). Decentralized integral-based event-triggered stabilization for linear plant with actuator saturation and output feedback. Appl. Sci., 7.10.3390/app7010011 ↗
8. Static anti-windup compensator design for nonlinear time-delay systems subjected to input saturation10.1007/s11071-018-4666-3 ↗
9. Robust fault tolerant controller design for Takagi-Sugeno systems under input saturation10.1080/00207721.2019.1597941 ↗
10. Gain-scheduled static output feedback control for saturated LPV systems with bounded parameter variations10.1016/j.automatica.2017.12.027 ↗
11. Quadratic boundedness of LPV systems via saturated dynamic output feedback controller10.1002/oca.2328 ↗
12. Robust H∞ finite-horizon control for a class of stochastic nonlinear time-varying systems subject to sensor and actuator saturations10.1109/TAC.2010.2047033 ↗
13. Design of parameter-scheduled state-feedback controllers using shifting specifications10.1016/j.jfranklin.2014.10.015 ↗
14. Sánchez, H.S., Rotondo, D., Puig Cayuela, V., and Quevedo Casín, J.J. (2018, January 9–11). A shifting pole placement approach for the design of performance-varying multivariable PID controllers via BMIs. Proceedings of the PID 2018: 3rd IFAC Conference on Advances in Proportional-Integral-Derivative Control, Ghent, Belgium.
15. Rotondo, D. (2017). Advances in Gain-Scheduling and Fault Tolerant Control Techniques, Springer.10.1007/978-3-319-62902-5 ↗
16. Yang, Z., Chai, Y., Yin, H., and Tao, S. (2018). LPV model based sensor fault diagnosis and isolation for permanent magnet synchronous generator in wind energy conversion systems. Appl. Sci., 8.10.3390/app8101816 ↗
17. A survey of linear parameter-varying control applications validated by experiments or high-fidelity simulations10.1109/TCST.2014.2327584 ↗
18. H∞ generalized dynamic unknown inputs observer design for discrete LPV systems. Application to wind turbine10.1016/j.ejcon.2018.09.013 ↗
19. Observer-based LPV stabilization system for a riderless bicycle10.1109/TLA.2018.8362140 ↗
20. Design of a fast real-time LPV model predictive control system for semi-active suspension control of a full vehicle10.1016/j.jfranklin.2018.11.016 ↗
21. Position-heading quadrotor control using LPV techniques10.1049/iet-cta.2018.6147 ↗
22. Affine parameter-dependent Lyapunov functions for LPV systems with affine dependence10.1109/TAC.2018.2824982 ↗
23. Piecewise quadratic stability of fuzzy systems10.1109/91.811241 ↗
24. Boyd, S., El Ghaoui, L., Feron, E., and Balakrishnan, V. (1994). Linear Matrix Inequalities in System and Control Theory, SIAM.10.1137/1.9781611970777 ↗
25. Analysis and design of linear parameter varying systems using LMIs10.4995/riai.2018.10436 ↗
26. On inexact LPV control design of continuous-time polytopic systems10.1109/TAC.2008.928119 ↗
27. Asymptotically necessary and sufficient conditions for stability and performance in fuzzy control: Applications of Polya’s theorem10.1016/j.fss.2007.06.016 ↗
28. Optimal state observation using quadratic boundedness: Application to UAV disturbance estimation10.2478/amcs-2019-0008 ↗
29. A practical test for assessing the reachability of discrete-time Takagi–Sugeno fuzzy systems10.1016/j.jfranklin.2015.10.006 ↗
30. Anti-windup controller design using linear parameter-varying control methods10.1080/002071700414211 ↗
31. H∞ Design with pole placement constraints: An LMI approach10.1109/9.486637 ↗
32. Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones10.1080/10556789908805766 ↗
33. Löfberg, J. (2004, January 2–4). YALMIP: A toolbox for modeling and optimization in MATLAB. Proceedings of the CACSD Conference, Taipei, Taiwan.