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Stabilization of aperiodic sampled-data switched affine systems to hybrid limit cycles 非周期性采样数据交换仿射系统的稳定与混合极限循环
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-22 DOI: 10.1016/j.ejcon.2024.101094

This paper deals with the stabilization of aperiodic sampled-data switched affine systems to a predetermined hybrid limit cycle using a hybrid dynamical system representation and a control Lyapunov function approach. Some preliminaries on the hybrid dynamical system formalism provide the framework for modeling switched affine systems followed by definitions on hybrid limit cycles and related notions. The main result, based on simple Linear Matrix Inequalities (LMI), guarantees that the solutions to the closed-loop system converge to a hybrid limit cycle defined by the states, functioning modes with their corresponding dwell times. The theoretical results are evaluated on academic examples and demonstrate the potential and the originality of the method over the recent literature.

本文利用混合动力系统表示法和控制 Lyapunov 函数方法,讨论了非周期性采样数据切换仿射系统稳定到预定混合极限周期的问题。关于混合动力系统形式的一些前言提供了开关仿射系统建模的框架,随后是混合极限周期和相关概念的定义。主要结果以简单的线性矩阵不等式(LMI)为基础,保证闭环系统的解收敛于由状态、运行模式及其相应停留时间定义的混合极限循环。理论结果通过学术范例进行了评估,并证明了该方法与近期文献相比所具有的潜力和独创性。
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引用次数: 0
Policy gradient methods for designing dynamic output feedback controllers 设计动态输出反馈控制器的策略梯度法
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-20 DOI: 10.1016/j.ejcon.2024.101081

This paper proposes model-based and model-free policy gradient methods (PGMs) for designing dynamic output feedback controllers for discrete-time partially observable deterministic systems without noise. To fulfill this objective, we first show that any dynamic output feedback controller design is equivalent to a state-feedback controller design for a newly introduced system whose internal state is a finite-length input–output history (IOH). Next, based on this equivalence, we propose a model-based PGM and show its global linear convergence by proving that the Polyak–Łojasiewicz inequality holds for a reachability-based lossless projection of the IOH dynamics. Moreover, we propose a model-free implementation of the PGM with a sample complexity analysis. Finally, the effectiveness of the model-based and model-free PGMs is investigated through numerical simulations.

本文提出了基于模型和无模型的策略梯度法(PGM),用于设计无噪声离散时间部分可观测确定性系统的动态输出反馈控制器。为实现这一目标,我们首先证明,对于内部状态为有限长输入输出历史(IOH)的新引入系统,任何动态输出反馈控制器设计都等同于状态反馈控制器设计。接下来,基于这一等价性,我们提出了基于模型的 PGM,并通过证明 IOH 动态的基于可达性的无损投影的 Polyak-Łojasiewicz 不等式成立,证明了其全局线性收敛性。此外,我们还提出了 PGM 的无模型实现方法,并进行了样本复杂性分析。最后,我们通过数值模拟研究了基于模型和无模型 PGM 的有效性。
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引用次数: 0
Closed-loop identification of stabilized models using dual input–output parameterization 利用双输入输出参数化对稳定模型进行闭环识别
IF 3.4 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-14 DOI: 10.1016/j.ejcon.2024.101089
Ran Chen, Amber Srivastava, Mingzhou Yin, Roy S. Smith
This paper introduces a dual input–output parameterization (dual IOP) for the identification of linear time-invariant systems from closed-loop data. It draws inspiration from the recent input–output parameterization developed to synthesize a stabilizing controller. The controller is parameterized in terms of closed-loop transfer functions, from the external disturbances to the input and output of the system, constrained to lie in a given subspace. Analogously, the dual IOP method parameterizes the unknown plant with analogous closed-loop transfer functions, also referred to as dual parameters. In this case, these closed-loop transfer functions are constrained to lie in an affine subspace guaranteeing that the identified plant is by the known controller. Compared with existing closed-loop identification techniques guaranteeing closed-loop stability, such as the dual Youla parameterization, the dual IOP requires neither a doubly-coprime factorization of the controller nor a nominal plant that is stabilized by the controller. The dual IOP does not depend on the order and the state-space realization of the controller either, as in the dual system-level parameterization. Simulation shows that the dual IOP outperforms the existing benchmark methods.
本文介绍了从闭环数据识别线性时变系统的双输入输出参数化(dual IOP)。它借鉴了最近为合成稳定控制器而开发的输入输出参数化方法。控制器是以闭环传递函数为参数的,从外部干扰到系统的输入和输出,都受限于一个给定的子空间。与此类似,对偶 IOP 方法也是通过类似的闭环传递函数(也称为对偶参数)对未知工厂进行参数化。在这种情况下,这些闭环传递函数受限于一个仿射子空间,从而保证识别出的工厂由已知控制器控制。与现有的保证闭环稳定性的闭环识别技术(如双 Youla 参数化)相比,双 IOP 既不需要控制器的双同调因子化,也不需要控制器稳定的标称工厂。双 IOP 也不像双系统级参数化那样取决于控制器的阶数和状态空间实现。仿真表明,双 IOP 优于现有的基准方法。
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引用次数: 0
On verification and design of input matrix for robust linear systems: Complexity and polynomially solvable cases 关于鲁棒线性系统输入矩阵的验证和设计:复杂性和多项式可解情况
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-14 DOI: 10.1016/j.ejcon.2024.101090

This article deals with the robustness of large-scale structured systems in terms of controllability when subject to failure of links from the inputs to the state variables (i.e., input-links). Firstly, we consider a deletion problem of determining the minimum number of input-links, if removed, lead to a structurally uncontrollable system. This problem is known to be NP-hard. We prove that it remains NP-hard even for strongly connected systems. We develop efficient polynomial time methods to solve this problem optimally/suboptimally under suitable assumptions imposed on the generic rank of the state matrix. The assumptions imposed are often satisfied by a large class of systems. These methods mainly use the notion of Dulmage–Mendelsohn decomposition of bipartite graphs and minimum vertex cover problem for undirected graphs. Secondly, we consider an addition problem whose goal is to identify a set of input-links of minimum cardinality to be added between the existing inputs and the state variables in order to preserve structural controllability with respect to failure of an arbitrary input-link. We establish that this particular problem is NP-hard and even inapproximable to a multiplicative factor of logp, where p is the number of critical input-links in the system. Additionally, we identify several practically relevant tractable cases associated with this problem. Finally, an example illustrating the usefulness of the methods developed is given in this article.

本文从可控性的角度探讨了大规模结构系统在输入到状态变量的链接(即输入链接)失效时的鲁棒性问题。首先,我们考虑一个删除问题,即确定最小数量的输入链接,如果这些链接被删除,将导致一个结构上不可控的系统。这个问题是众所周知的 NP 难问题。我们证明,即使对于强连接系统,它仍然是 NP 难。我们开发了高效的多项式时间方法,在对状态矩阵的通用秩进行适当假设的情况下,以最优/次优方式解决这一问题。大量系统通常都能满足这些假设。这些方法主要使用双向图的 Dulmage-Mendelsohn 分解概念和无向图的最小顶点覆盖问题。其次,我们考虑了一个加法问题,其目标是在现有输入和状态变量之间确定一组最小心数的输入链接,以保持任意输入链接失效时的结构可控性。我们发现,这一特定问题是 NP 难题,甚至无法以 logp 的乘法系数(其中 p 是系统中关键输入链接的数量)进行逼近。此外,我们还发现了几个与该问题相关的实际可行案例。最后,本文举例说明了所开发方法的实用性。
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引用次数: 0
Lyapunov-based estimation and control of velocity and load in rotating machines via Luenberger globally-convergent observer 通过卢恩贝格全局收敛观测器对旋转机械中的速度和负载进行基于 Lyapunov 的估计和控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-11 DOI: 10.1016/j.ejcon.2024.101092

This paper presents the design of a Lyapunov-based Luenberger-like observer to simultaneously estimate the non-available angular velocity and the unknown constant load torque of rotating machines. This proposal assumes that the only measurable output is the rotor angle, which is considered to be defined in the circle, its natural topology. This provides nonlinear dynamics where the Lyapunov-based Luenberger-like observer globally converges. Moreover, a trajectory tracking controller for the motor angular velocity is also designed by feeding back the observer estimations. Convergence analysis of the observer-controller system is performed using Lyapunov-like theory. The effectiveness and performance of the system are validated through tests performed on an experimental platform.

本文介绍了一种基于 Lyapunov 的类卢恩贝格尔观测器的设计,用于同时估算旋转机械的不可用角速度和未知恒定负载转矩。该建议假定唯一可测量的输出是转子角度,而转子角度被认为是在圆中定义的,这是其自然拓扑结构。这就提供了基于 Lyapunov 的类卢恩贝格尔观测器全局收敛的非线性动力学。此外,还通过反馈观测器的估计值设计了电机角速度轨迹跟踪控制器。利用类 Lyapunov 理论对观测器-控制器系统进行了收敛分析。通过在实验平台上进行的测试,验证了系统的有效性和性能。
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引用次数: 0
The state and error-feedback regulator problems for a boundary control catalytic cracking process 边界控制催化裂化过程的状态和误差反馈调节器问题
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-11 DOI: 10.1016/j.ejcon.2024.101086

This research work is devoted to boundary control of a catalytic cracking reactor using state and error feedback regulators. The process mathematical model is governed by a set of partial differential equations (PDEs), for which infinite-dimensional representation and spectral properties of the system generator are employed to solve the regulation problems. The primary objective is to track a desired output reference trajectory in the presence of disturbances that are generated by a distributed parameter exosystem. Initially, a state feedback stabilizing regulator is designed to drive the process output towards the reference trajectory. The second objective is to develop a dynamic controller that employs the tracking error as input. The closed-loop plant is shown to be exponentially stable and the tracking error asymptotically approaches zero. The performances of the designed regulators are shown through numerical simulations.

这项研究致力于利用状态和误差反馈调节器对催化裂化反应器进行边界控制。过程数学模型由一组偏微分方程 (PDE) 控制,利用系统发生器的无穷维表示和频谱特性来解决调节问题。主要目标是在分布式参数外系统产生干扰的情况下,跟踪所需的输出参考轨迹。最初,设计了一个状态反馈稳定调节器,以驱动过程输出趋向参考轨迹。第二个目标是开发一个将跟踪误差作为输入的动态控制器。结果表明,闭环工厂是指数稳定的,跟踪误差逐渐趋近于零。所设计的调节器的性能通过数值模拟得以展示。
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引用次数: 0
Fault estimation for a class of nonlinear algebro-differential parameter-varying systems 一类非线性代数微分参数变化系统的故障估计
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-11 DOI: 10.1016/j.ejcon.2024.101087

This paper presents a methodology to simultaneous estimate state variables and actuator fault for descriptor nonlinear parameter-varying systems. This class of systems is composed of an interpolated parameter-varying linear part and Lipschitz nonlinear one. The proposed observer structure allows some robustness and steady state accuracy in face to parametric uncertainties. The conditions of existence and stability are given in terms of LMIs (Linear Matrix Inequalities). The obtained results are illustrated on the heat exchanger system with two countercurrent cells model with actuator fault.

本文介绍了一种同时估计描述符非线性参数变化系统的状态变量和致动器故障的方法。这类系统由插值参数变化线性部分和 Lipschitz 非线性部分组成。面对参数不确定性,所提出的观测器结构具有一定的鲁棒性和稳态精度。用 LMI(线性矩阵不等式)给出了存在性和稳定性的条件。所获得的结果在带有两个逆流单元模型的热交换器系统中进行了说明,该模型带有致动器故障。
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引用次数: 0
Peak estimation of rational systems using convex optimization 利用凸优化进行有理系统的峰值估计
IF 3.4 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-10 DOI: 10.1016/j.ejcon.2024.101088
Jared Miller, Roy S. Smith
This paper presents algorithms that upper-bound the peak value of a state function along trajectories of a continuous-time system with rational dynamics. The finite-dimensional but nonconvex peak estimation problem is cast as a convex infinite-dimensional linear program in occupation measures. This infinite-dimensional program is then truncated into finite-dimensions using the moment-Sum-of-Squares (SOS) hierarchy of semidefinite programs. Prior work on treating rational dynamics using the moment-SOS approach involves clearing dynamics to common denominators or adding lifting variables to handle reciprocal terms under new equality constraints. Our solution method uses a sum-of-rational method based on absolute continuity of measures. The Moment-SOS truncations of our program possess lower computational complexity and (empirically demonstrated) higher accuracy of upper bounds on example systems as compared to prior approaches.
本文提出了一些算法,可以沿具有合理动态的连续时间系统的轨迹对状态函数的峰值进行上限计算。有限维但非凸的峰值估计问题被投射为占领度量中的凸无限维线性程序。然后,利用半定量程序的矩平方和(SOS)层次,将这个无穷维程序截断到有限维。之前使用矩-平方和方法处理有理动力学的工作涉及将动力学清除为共同分母或添加提升变量,以处理新相等约束条件下的互易项。我们的求解方法采用基于绝对连续性度量的有理数总和法。与之前的方法相比,我们程序的矩-SOS截断具有更低的计算复杂度和(经验证明的)更高的示例系统上限精度。
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引用次数: 0
Adaptive fixed-time tracking control for nonlinear systems subject to asymmetric input saturation 受非对称输入饱和影响的非线性系统的自适应固定时间跟踪控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-10 DOI: 10.1016/j.ejcon.2024.101091

For nonlinear systems with asymmetric input saturation, an adaptive fixed-time control strategy via multi-dimensional Taylor network (MTN) is proposed to effectively solve the tracking control problem. Firstly, the Gaussian error function and the differential mean value theorem are used to simulate the asymmetric input saturation model, that is, the nonlinear model is transformed into a linear model with a bounded perturbation. Secondly, MTNs are applied to control the design process, which approximate the nonlinear structures with linear combination of polynomials. Thirdly, in addition to the tracking error converging to an arbitrarily small neighborhood around the origin within a fixed time, the proposed control scheme not only guarantees that any signal in the controlled system remains bounded, but also avoids the problem of finite-time control relying on the initial state. Finally, three examples are used to validate the feasibility and superiority of the scheme.

针对非对称输入饱和的非线性系统,提出了一种通过多维泰勒网络(MTN)的自适应固定时间控制策略,以有效解决跟踪控制问题。首先,利用高斯误差函数和微分均值定理模拟非对称输入饱和模型,即把非线性模型转化为有界扰动的线性模型。其次,应用 MTN 控制设计过程,用多项式的线性组合近似非线性结构。第三,除了跟踪误差能在固定时间内收敛到原点周围任意小的邻域外,所提出的控制方案不仅保证了被控系统中的任何信号都保持有界,还避免了有限时间控制依赖初始状态的问题。最后,三个实例验证了该方案的可行性和优越性。
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引用次数: 0
Experimental closed-loop flow separation control: Data- and phenomenological-driven approaches 实验性闭环水流分离控制:数据和现象驱动方法
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-09 DOI: 10.1016/j.ejcon.2024.101082
T. Arnoult , G. Acher , V. Nowinski , P. Vuillemin , C. Briat , P. Pernod , C. Ghouila-Houri , A. Talbi , E. Garnier , C. Poussot-Vassal

Flow control aims at modifying a natural flow state to reach an other flow state considered as advantageous. In this paper, active feedback flow separation control is investigated with two different closed-loop control strategies, involving a reference signal tracking architecture. Firstly, a data-driven control law, leading to a linear (integral) controller is employed. Secondly, a phenomenological/model-driven approach, leading to a non-linear positive (integral) control strategy is investigated. While the former benefits of a tuning simplicity, the latter prevents undesirable effects and formally guarantees closed-loop stability. Both control approaches were validated through wind tunnel experiments of flow separation control over a movable NACA 4412 plain flap. These control laws were designed with respect to hot-film measurements, performed over the flap for different deflection angles. Both control approaches proved efficient in avoiding flow separation. The main contribution of this work stands in providing practitioners, simple but yet efficient control design methods for the flow separation phenomena. Equivalently important, a complete validation campaign data-set is also provided.

流量控制的目的是改变自然流量状态,以达到另一种被认为有利的流量状态。本文通过两种不同的闭环控制策略,对涉及参考信号跟踪架构的主动反馈流量分离控制进行了研究。首先,采用数据驱动控制法,从而产生线性(积分)控制器。其次,研究了一种现象学/模型驱动方法,该方法导致了一种非线性正(积分)控制策略。前者的优点是调整简单,而后者则能防止不良影响,并从形式上保证闭环稳定性。通过对可移动 NACA 4412 平滑襟翼的气流分离控制进行风洞实验,对这两种控制方法进行了验证。这些控制法则是根据在不同偏转角度下对襟翼进行的热膜测量而设计的。事实证明,这两种控制方法都能有效避免气流分离。这项工作的主要贡献在于为从业人员提供了针对气流分离现象的简单而有效的控制设计方法。同样重要的是,还提供了完整的验证活动数据集。
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引用次数: 0
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European Journal of Control
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