Quantifying Maximum Actuator Degradation for a Given $H_2/H_{\infty}$ Performance with Full-State Feedback Control
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.
- 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.
- 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.
- Reliability-aware control of power converters in mobility applications. arXiv preprint arXiv:2311.17729, 2023.
- Robust control allocation for spacecraft attitude tracking under actuator faults. IEEE Transactions on Control Systems Technology, 25(3):1068–1075, 2016.
- Linear quadratic state feedback optimal control against actuator failures. In 2007 International Conference on Mechatronics and Automation, pages 3349–3354, 2007.
- Fault-tolerant control for discrete linear systems with consideration of actuator saturation and performance degradation. IFAC-PapersOnLine, 48(21):499–504, 2015.
- Fault tolerant control system design with explicit consideration of performance degradation. IEEE Transactions on Aerospace and Electronic Systems, 39(3):838–848, 2003.
- 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.
- Feedback control system with stochastically deteriorating actuator: Remaining useful life assessment. In World congress, volume 19, pages 3244–3249, 2014.
- A novel degradation modeling and prognostic framework for closed-loop systems with degrading actuator. IEEE Transactions on Industrial Electronics, 67(11):9635–9647, 2020.
- V. A. Jakubovic. The solution of certain matrix inequalities in automatic control theory. Soviet Math. Dokl., 3(2):620–623, 1962.
- 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.
- Generalized kyp lemma: Unified frequency domain inequalities with design applications. IEEE Transactions on Automatic Control, 50(1):41–59, 2005.
- Anders Rantzer. On the kalman—yakubovich—popov lemma. Systems & control letters, 28(1):7–10, 1996.
- 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.
- 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.
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