Papers
Topics
Authors
Recent
Search
2000 character limit reached

Quantifying Maximum Actuator Degradation for a Given $H_2/H_{\infty}$ Performance with Full-State Feedback Control

Published 2 Mar 2024 in eess.SY, cs.SY, and math.OC | (2403.01333v1)

Abstract: In this paper, we address the issue of quantifying maximum actuator degradation in linear time-invariant dynamical systems. We present a new unified framework for computing the state-feedback controller gain that meets a user-defined closed-loop performance criterion while also maximizing actuator degradation. This degradation is modeled as a first-order filter with additive noise. Our approach involves two novel convex optimization formulations that concurrently determine the controller gain, maximize actuator degradation, and maintain the desired closed-loop performance in both the $H_2$ and $H_{\infty}$ system norms. The results are limited to open-loop stable systems. We demonstrate the application of our results through the design of a full-state feedback controller for a model representing the longitudinal motion of the F-16 aircraft.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (16)
  1. Fault-tolerant control design with respect to actuator health degradation: An lmi approach. In 2011 IEEE International Conference on Control Applications (CCA), pages 983–988. IEEE, 2011.
  2. Solving a reliability-performance balancing problem for control systems with degrading actuators under model predictive control framework. Journal of the Franklin Institute, 359(9):4260–4287, 2022.
  3. Reliability-aware control of power converters in mobility applications. arXiv preprint arXiv:2311.17729, 2023.
  4. Robust control allocation for spacecraft attitude tracking under actuator faults. IEEE Transactions on Control Systems Technology, 25(3):1068–1075, 2016.
  5. Linear quadratic state feedback optimal control against actuator failures. In 2007 International Conference on Mechatronics and Automation, pages 3349–3354, 2007.
  6. Fault-tolerant control for discrete linear systems with consideration of actuator saturation and performance degradation. IFAC-PapersOnLine, 48(21):499–504, 2015.
  7. Fault tolerant control system design with explicit consideration of performance degradation. IEEE Transactions on Aerospace and Electronic Systems, 39(3):838–848, 2003.
  8. Incorporating performance degradation in fault tolerant control system design with multiple actuator failures. International Journal of Control, Automation, and Systems, 6(3):327–338, 2008.
  9. Feedback control system with stochastically deteriorating actuator: Remaining useful life assessment. In World congress, volume 19, pages 3244–3249, 2014.
  10. A novel degradation modeling and prognostic framework for closed-loop systems with degrading actuator. IEEE Transactions on Industrial Electronics, 67(11):9635–9647, 2020.
  11. V. A. Jakubovic. The solution of certain matrix inequalities in automatic control theory. Soviet Math. Dokl., 3(2):620–623, 1962.
  12. Vladimir A Yakubovich. The method of matrix inequalities in the stability theory of nonlinear control systems, i, ii, iii. Automation and remote control, 26(4):905–917, 1967.
  13. Generalized kyp lemma: Unified frequency domain inequalities with design applications. IEEE Transactions on Automatic Control, 50(1):41–59, 2005.
  14. Anders Rantzer. On the kalman—yakubovich—popov lemma. Systems & control letters, 28(1):7–10, 1996.
  15. Numerical methods for ℋ2subscriptℋ2\mathcal{H}_{2}caligraphic_H start_POSTSUBSCRIPT 2 end_POSTSUBSCRIPT related problems. In 1992 American control conference, pages 2921–2922. IEEE, 1992.
  16. Luat T Nguyen. Simulator Study of Stall/Post-stall Characteristics of a Fighter Airplane With Relaxed Longitudinal Static Stability, volume 12854. National Aeronautics and Space Administration, 1979.

Summary

Paper to Video (Beta)

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.

Collections

Sign up for free to add this paper to one or more collections.