Boundary Stabilization for the Rayleigh Beam System under Event-triggered Controls
Pith reviewed 2026-05-20 08:49 UTC · model grok-4.3
The pith
Event-triggered boundary controls stabilize the Rayleigh beam system exponentially with a precisely tunable decay rate.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The authors propose two event-triggered control laws incorporating an event-triggering mechanism to tackle the boundary stabilization for the Rayleigh beam system. Under these event-triggered controls, a sufficient condition for parameter determination is constructed to guarantee the exponential stability of the closed-loop system by using the integral multiplier technique and energy perturbation method, wherein the desired exponential decay rate can be precisely determined.
What carries the argument
Event-triggered control laws whose triggering condition, combined with the integral multiplier technique and energy perturbation method, yields an explicit sufficient condition for exponential stability and decay rate.
If this is right
- The closed-loop Rayleigh beam system is exponentially stable under the proposed event-triggered laws.
- The exponential decay rate is explicitly determined by the choice of control parameters satisfying the sufficient condition.
- Actuation or communication occurs only at discrete triggering instants rather than continuously.
- Numerical examples confirm that the designed controls achieve the predicted stabilization performance.
Where Pith is reading between the lines
- The same multiplier-plus-perturbation strategy could be tested on other Euler-Bernoulli or Timoshenko beam models with boundary actuation.
- Implementation on a physical flexible beam would require verifying that sensor noise does not induce spurious triggers that violate the derived decay bound.
- The approach suggests a route to event-triggered stabilization for related distributed-parameter systems such as plates or strings.
Load-bearing premise
The event-triggering mechanism is well-defined, excludes Zeno behavior, and preserves the stability estimates obtained from the multiplier and perturbation analysis.
What would settle it
Numerical simulation in which the inter-event times accumulate to a finite limit (Zeno behavior occurs) or in which the beam energy fails to decay at the rate predicted by the sufficient condition.
Figures
read the original abstract
In this paper, we propose two event-triggered control laws incorporating an eventtriggering mechanism to tackle the boundary stabilization for the Rayleigh beam system. Under this event-triggered controls, a sufficient condition for parameter determination is constructed to guarantee the exponential stability of the closed-loop system by using the integral multiplier technique and energy perturbation method, wherein the desired exponential decay rate can be precisely determined. Numerical examples are presented to demonstrate the efficacy of the event-triggered control methodology.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript proposes two event-triggered boundary control laws for the Rayleigh beam system. It constructs a sufficient condition on the control parameters to guarantee exponential stability of the closed-loop system via the integral multiplier technique and energy perturbation method, with the property that the desired exponential decay rate can be precisely determined. Numerical examples are included to illustrate the efficacy of the approach.
Significance. If the sufficient condition rigorously secures both exponential stability and a Zeno-free event-triggering mechanism, the work would contribute to event-triggered control for infinite-dimensional systems by adapting standard multiplier and perturbation techniques to handle sampling errors while allowing prescription of the decay rate. The numerical examples provide useful validation of practical performance.
major comments (1)
- [Proof of the sufficient condition for exponential stability and event-triggering] The central claim constructs a sufficient condition asserted to guarantee both exponential stability (via integral multiplier and energy perturbation) and a well-defined event-triggering mechanism without Zeno behavior. In boundary-controlled PDEs the perturbation analysis bounds the effect of the sampling error only when inter-event times are bounded below by a positive constant; that lower bound is typically obtained by using the exponential decay rate that the condition is supposed to deliver. If the paper does not first fix a positive dwell-time estimate independently of the decay (or choose the triggering threshold so that the two estimates close simultaneously without circular invocation), the sufficient condition does not rigorously secure the closed-loop result. Please clarify the logical order in the proof of the main theorem.
minor comments (1)
- [Abstract] The abstract refers to 'two event-triggered control laws' without indicating what distinguishes them; a short clarifying sentence would improve readability.
Simulated Author's Rebuttal
We thank the referee for the careful reading of our manuscript and for the constructive comment on the logical structure of the proof. We address the major comment below.
read point-by-point responses
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Referee: [Proof of the sufficient condition for exponential stability and event-triggering] The central claim constructs a sufficient condition asserted to guarantee both exponential stability (via integral multiplier and energy perturbation) and a well-defined event-triggering mechanism without Zeno behavior. In boundary-controlled PDEs the perturbation analysis bounds the effect of the sampling error only when inter-event times are bounded below by a positive constant; that lower bound is typically obtained by using the exponential decay rate that the condition is supposed to deliver. If the paper does not first fix a positive dwell-time estimate independently of the decay (or choose the triggering threshold so that the two estimates close simultaneously without circular invocation), the sufficient condition does not rigorously secure the closed-loop result. Please clarify the logical order in
Authors: We appreciate the referee's identification of this important point concerning the order of estimates. In the proof of the main theorem, the sufficient condition on the control parameters and triggering threshold is constructed so that a positive lower bound on the inter-event times can be obtained first from the event-triggering rule and the a-priori energy estimates (which rely on the multiplier technique but do not yet invoke the final decay rate). With this dwell-time in hand, the energy perturbation analysis is then applied to establish the exponential decay with the prescribed rate. The parameters are chosen to make these two estimates compatible. We will revise the manuscript to make this logical sequence explicit by adding a dedicated remark immediately before the perturbation step, thereby removing any possible ambiguity about circular reasoning. revision: yes
Circularity Check
No significant circularity; derivation uses standard multiplier and perturbation techniques
full rationale
The paper derives a sufficient condition on parameters for exponential stability of the closed-loop Rayleigh beam system via the integral multiplier technique and energy perturbation method, with the desired decay rate stated as determinable from that condition. The event-triggering mechanism is posited to be well-defined and Zeno-free while preserving the stability estimates. No quoted step reduces the central stability claim to a fitted input, self-citation chain, or definitional tautology; the analysis remains self-contained relative to the PDE dynamics and does not exhibit the load-bearing interdependence that would force the result by construction.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption The Rayleigh beam satisfies the standard Euler-Bernoulli-type PDE with appropriate boundary conditions at the controlled end.
Reference graph
Works this paper leans on
-
[1]
Baudouin, L., Marx, S., Tarbouriech, S., et al. (2019). Event-triggered damping of a linear wave equation. IFAC-PapersOnLine, 52(2), 58--63
work page 2019
-
[2]
Cheng, Y., Wang, X., Wu, Y., and Guo, B.Z. (2026). Sector stabilization criterion of a novel nonlinear flexible marine riser coupled system. Automatica, 183, 112618
work page 2026
-
[3]
Cheng, Y., Wu, Y., and Guo, B.Z. (2022). Boundary stability criterion for a nonlinear axially moving beam. IEEE Transactions on Automatic Control, 67(11), 5714--5729
work page 2022
-
[4]
Cheng, Y., Wu, Y., Guo, B.Z., and Wu, Y. (2024). Stabilization and decay rate estimation for axially moving kirchhoff-type beam with rotational inertia under nonlinear boundary feedback controls. Automatica, 163, 111597
work page 2024
-
[5]
Cheng, Y., Zhang, Y., Wu, Y., and Guo, B.Z. (2025). Stabilization and decay rate estimation of nonlinear flexible marine riser system with the rotational inertia under nonlinear boundary controls. IEEE Transactions on Automatic Control, 70(2), 720--735
work page 2025
-
[6]
Diagne, M. and Karafyllis, I. (2021). Boundary event-triggered control of highly re-entrant manufacturing system described by a nonlinear hyperbolic pde. In 2021 American Control Conference (ACC), 268--273. IEEE
work page 2021
-
[7]
Espitia, N., Girard, A., Marchand, N., et al. (2016). Event-based control of linear hyperbolic systems of conservation laws. Automatica, 70, 275--287
work page 2016
-
[8]
Espitia, N., Karafyllis, I., and Krstic, M. (2021). Event-triggered boundary control of constant-parameter reaction-diffusion pdes: A small-gain approach. Automatica, 128, 109562
work page 2021
-
[9]
Fan, X., Xu, C.Z., Zhou, H.C., et al. (2025). Event-triggered damping stabilization of euler-bernoulli beam equation. ESAIM: Control, Optimisation and Calculus of Variations, 31, 79
work page 2025
-
[10]
Gao, S. and Liu, J. (2022). Event-triggered vibration control for a class of flexible mechanical systems with bending deformation and torsion deformation based on pde model. Mechanical Systems and Signal Processing, 164, 108255
work page 2022
-
[11]
Hern \'a ndez-Santamar \'i a, V., Majumdar, S., and de Teresa, L. (2025). Event-triggered boundary control of the linearized fitzhugh--nagumo equation. Automatica, 179, 112447
work page 2025
-
[12]
Kang, W., Baudouin, L., and Fridman, E. (2021). Event-triggered control of korteweg--de vries equation under averaged measurements. Automatica, 123, 109315
work page 2021
-
[13]
Koudohode, F., Baudouin, L., and Tarbouriech, S. (2022). Event-based control of a damped linear wave equation. Automatica, 146, 110627
work page 2022
-
[14]
Krstic, M., Guo, B.Z., Balogh, A., and Smyshlyaev, A. (2008). Control of a tip-force destabilized shear beam by observer-based boundary feedback. SIAM Journal on Control and Optimization, 47, 553--574
work page 2008
-
[15]
Olotu, O.T., Gbadeyan, J.A., and Agboola, O. (2023). Free vibration analysis of tapered rayleigh beams resting on variable two-parameter elastic foundation. Forces in Mechanics, 12, 100215
work page 2023
-
[16]
Pavlovi \'c , I., Pavlovi \'c , R., \'C iri \'c , I., et al. (2015). Dynamic stability of nonlocal voigt--kelvin viscoelastic rayleigh beams. Applied Mathematical Modelling, 39(22), 6941--6950
work page 2015
-
[17]
Pazy, A. (1983). Semigroups of Linear Operators and Applications to Partial Differential Equations. Springer-Verlag, New York
work page 1983
-
[18]
Rathnayake, B. and Diagne, M. (2026). Global exponential stabilization of 2 2 linear hyperbolic pdes via dynamic event-triggered backstepping control. Automatica, 183, 112617
work page 2026
-
[19]
Rathnayake, B., Diagne, M., Cortes, J., et al. (2025). Performance-barrier event-triggered control of a class of reaction-diffusion pdes. Automatica, 174, 112181
work page 2025
-
[20]
Selivanov, A. and Fridman, E. (2016). Distributed event-triggered control of diffusion semilinear pdes. Automatica, 68(4), 344--351
work page 2016
-
[21]
Wang, J. and Krstic, M. (2022 a ). Event-triggered adaptive control of a parabolic pde-ode cascade with piecewise-constant inputs and identification. IEEE Transactions on Automatic Control, 68(9), 5493--5508
work page 2022
-
[22]
Wang, J. and Krstic, M. (2022 b ). Event-triggered adaptive control of coupled hyperbolic pdes with piecewise-constant inputs and identification. IEEE Transactions on Automatic Control, 68(3), 1568--1583
work page 2022
-
[23]
Wang, J.M. and Yung, S.P. (2006). Stability of a nonuniform rayleigh beam with indefinite damping. Systems & Control Letters, 55(10), 863--870
work page 2006
-
[24]
Wang, X., Tang, Y., Espitia, N., et al. (2025). Event-triggered control of freeway traffic flow with connected and automated vehicles adaptive control of a parabolic pde-ode cascade with piecewise-constant inputs and identification. IFAC-PapersOnLine, 59(8), 31--36
work page 2025
-
[25]
Wu, R., Yuan, Y., Xiao, Y., et al. (2024). Event-triggered robust fault-tolerant control of a class of euler--bernoulli beam equations via sliding mode control. Nonlinear Dynamics, 112(8), 5795--5810
work page 2024
-
[26]
Xu, M., Cheng, Y., Wang, X., et al. (2025). Stabilization for variable coefficients rayleigh beam systems under nonlinear boundary controls. IFAC-PapersOnLine, 59(8), 43--48
work page 2025
-
[27]
Zhang, P., Rathnayake, B., Diagne, M., et al. (2025). Performance-barrier event-triggered pde control of traffic flow. IEEE Transactions on Automatic Control, 70(9), 5720--5735
work page 2025
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