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Disturbance rejection for switched singular systems using state decomposition technique and equivalent-input-disturbance with a dynamic state observer 利用状态分解技术和等效输入扰动与动态状态观测器实现开关奇异系统的扰动抑制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-12 DOI: 10.1016/j.ejcon.2024.101113

In this study, an equivalent-input-disturbance (EID) method with a dynamic state observer and a state decomposition technique (SDT) are used to explore the disturbance rejection of a class of linear switched singular systems. The EID approach defines an EID signal, is defined for the control input channel and has the same impact on the system as exogenous disturbances. Additionally, it employs an observer to estimate the EID and achieves good disturbance-rejection performance. However, in the EID method, the coefficient matrix of the observer needs to be consistent with the coefficient matrix of the original system, which limits the application of the method. So, a dynamic state observer is designed to reconstruct the system state and estimate the disturbance in this study. Based on the state feedback control strategy, a disturbance-rejection control law containing disturbance information is designed and a closed-loop control system structure is established. Subsequently, the state equation of the closed-loop system is reorganized and decomposed into an algebraic equation and a differential equation using the SDT. Then, a Lyapunov function with few decision variables is designed to obtain an admissible criterion for the closed-loop system and the controller gains under arbitrary switching signals. Finally, the effectiveness of the presented method is verified via numerical simulations.

本研究采用等效输入干扰(EID)方法、动态状态观测器和状态分解技术(SDT)来探讨一类线性开关奇异系统的干扰抑制问题。EID 方法定义了一个 EID 信号,该信号是为控制输入通道定义的,对系统的影响与外源干扰相同。此外,它还采用观测器来估计 EID,并实现了良好的干扰抑制性能。然而,在 EID 方法中,观测器的系数矩阵需要与原始系统的系数矩阵保持一致,这限制了该方法的应用。因此,本研究设计了一种动态状态观测器来重建系统状态并估计干扰。基于状态反馈控制策略,设计了包含扰动信息的扰动抑制控制律,并建立了闭环控制系统结构。随后,利用 SDT 将闭环系统的状态方程重组并分解为代数方程和微分方程。然后,设计了一个具有少量决策变量的 Lyapunov 函数,以获得闭环系统的可接纳准则和任意开关信号下的控制器增益。最后,通过数值模拟验证了所提出方法的有效性。
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引用次数: 0
Event-triggered finite-time extended dissipative control for switched linear neutral systems with time-varying delays and frequent asynchronism 具有时变延迟和频繁异步的开关线性中性系统的事件触发有限时间扩展耗散控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-05 DOI: 10.1016/j.ejcon.2024.101102

This study focuses on the event-triggered finite-time extended dissipative control for the switched linear neutral systems with time-varying delays and frequent asynchronism. In comparison to previous event-triggered control, which restrict the minimum dwell time, we allow frequent switching to occur within an inter-event interval based on average dwell time (ADT) approach. Firstly, given the challenge of acquiring all information about the state, a dynamic output feedback controller (DOFC) is adopted to stabilize the switched neutral system. Secondly, the subjects of finite-time boundedness and extended dissipative performance for the resulting closed-loop system are analyzed by means of controller-mode-dependent Lyapunov functional. Furthermore, a lemma is applied to establish the sufficient criteria for co-designing the DOFC and mode-dependent event-triggered mechanism (ETM). Additionally, it is demonstrated that the Zeno phenomenon cannot occur since there exists a positive minimum threshold on the inter-event intervals. Finally, two examples are given to illustrate the efficacy of the obtained methods.

本研究的重点是针对具有时变延迟和频繁异步的切换线性中性系统的事件触发有限时间扩展耗散控制。与以往限制最小停留时间的事件触发控制相比,我们基于平均停留时间(ADT)方法,允许在事件间歇内发生频繁切换。首先,考虑到获取所有状态信息的挑战,我们采用了动态输出反馈控制器(DOFC)来稳定切换中性系统。其次,通过与控制器模式相关的 Lyapunov 函数分析了闭环系统的有限时间约束性和扩展耗散性能。此外,还应用了一个两难式来建立共同设计 DOFC 和依赖模式的事件触发机制 (ETM) 的充分标准。此外,还证明了泽诺现象不会发生,因为在事件间间隔上存在一个正的最小阈值。最后,给出了两个例子来说明所获得方法的有效性。
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引用次数: 0
Dynamic output feedback control of uncertain nonlinear systems based on co-design adaptive event-triggered scheme 基于协同设计自适应事件触发方案的不确定非线性系统动态输出反馈控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-01 DOI: 10.1016/j.ejcon.2024.101022

This paper presents a framework to design a robust dynamic output feedback (DOF) controller for a class of nonlinear systems, based on the adaptive event-triggered control (AETC) method. The considered system contains parametric uncertainty and to design the event-triggered mechanism (ETM) Finite-gain L2 stability criteria are used. In this paper, a robust adaptive event-triggered mechanism (AETM) is first designed using a pre-designed controller. Then, in a co-design approach, the AETM and the DOF controller are designed together to increase the closed-loop performance. Indeed, the matrices of the DOF controller and the sufficient conditions for the AETM are obtained simultaneously. These conditions are represented as linear matrix inequalities (LMIs) and lead to a significant increase in the update interval. Moreover, the proposed design method guarantees the stability of the closed-loop system in the presence of the proposed triggering event. Finally, to illustrate the performance of the controller three examples are simulated.

本文基于自适应事件触发控制(AETC)方法,提出了一种为一类非线性系统设计鲁棒动态输出反馈(DOF)控制器的框架。所考虑的系统包含参数不确定性,在设计事件触发机制 (ETM) 时使用了有限增益稳定性准则。本文首先使用预先设计的控制器设计了鲁棒性自适应事件触发机制(AETM)。然后,采用协同设计方法,共同设计 AETM 和 DOF 控制器,以提高闭环性能。事实上,DOF 控制器的矩阵和 AETM 的充分条件是同时获得的。这些条件用线性矩阵不等式(LMI)表示,可显著增加更新间隔。此外,所提出的设计方法还保证了闭环系统在所提出的触发事件发生时的稳定性。最后,为了说明控制器的性能,我们模拟了三个实例。
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引用次数: 0
Input delay compensation of nonlinear systems with uncertain time-varying parameters 具有不确定时变参数的非线性系统的输入延迟补偿
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-31 DOI: 10.1016/j.ejcon.2024.101100

A robust adaptive control law is designed for the class of nonlinear systems with uncertain time-varying parametric dynamics and input delays. The Constitution of control law design is based on filtered tracking errors, previous values of control input and estimate of uncertain parameters which is updated by the update law. An arbitrary large input delay compensation is guaranteed by deriving sufficient control gain conditions using Lyapunov–Krasovskii based stability analysis. The efficacy of the design is verified by Simulation results of two-link robot manipulator dynamical system.

为一类具有不确定时变参数动态和输入延迟的非线性系统设计了鲁棒自适应控制法则。控制律设计的基础是滤波跟踪误差、控制输入的先前值以及由更新律更新的不确定参数的估计值。通过使用基于 Lyapunov-Krasovskii 稳定性分析法推导出充分的控制增益条件,保证了对任意大输入延迟的补偿。双链机器人机械手动力系统的仿真结果验证了设计的有效性。
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引用次数: 0
Minimum-energy switching geometric filter on lie groups for differential-drive wheeled mobile robots 用于差速驱动轮式移动机器人的最小能量切换几何滤波器
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-31 DOI: 10.1016/j.ejcon.2024.101101

Accurate state estimation plays a critical role in various applications, such as tracking, regulation, and fault detection in robotic and mechanical systems. Typically, the Kalman–Bucy filter is used as a linear state observer for this purpose. However, real-world robots often exhibit complex behavior, characterized by a combination of dynamics, making it essential to employ hybrid filters. In this context, the Switching Kalman filter stands out as a well-established solution. In this article we aim to generalize the Brownian-Markov Stochastic Model, a hybrid dynamic model for differential-drive wheeled mobile robots, to the case of a mobile robot whose center of mass is not aligned to the wheels axle middle point, and to design a geometric hybrid state estimator by exploiting the Lie groups theory. The Brownian-Markov Stochastic Model features two modes: “grip” and “slip”. These modes correspond to ideal grip and lateral slippage, with transitions governed by a state-dependent Markov chain. To validate the proposed switching filter, we conduct MATLAB® simulations of the robot’s motion in a scenario prone to lateral grip loss, comparing the state estimates produced by the switching geometric filter with those obtained using the switching Kalman filter.

在机器人和机械系统的跟踪、调节和故障检测等各种应用中,精确的状态估计起着至关重要的作用。通常情况下,卡尔曼-布西滤波器被用作实现这一目的的线性状态观测器。然而,现实世界中的机器人往往表现出复杂的行为,其特征是多种动态的结合,因此必须采用混合滤波器。在这种情况下,切换卡尔曼滤波器是一种行之有效的解决方案。本文旨在将用于差速驱动轮式移动机器人的混合动力学模型--布朗-马尔科夫随机模型,推广到质心与轮轴中间点不一致的移动机器人的情况,并利用李群理论设计一种几何混合状态估计器。布朗-马尔科夫随机模型有两种模式:"抓地 "和 "滑移"。这两种模式分别对应于理想抓地力和横向滑移,其转换由依赖于状态的马尔可夫链控制。为了验证所提出的切换滤波器,我们在 MATLAB® 中模拟了机器人在容易发生横向抓地力下降的情况下的运动,并比较了切换几何滤波器和切换卡尔曼滤波器得出的状态估计值。
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引用次数: 0
Equivalent conditions for the synchronization of identical linear systems over arbitrary interconnections 任意互联上相同线性系统同步的等效条件
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-31 DOI: 10.1016/j.ejcon.2024.101099

We propose necessary and sufficient conditions for the synchronization of N identical single-input–single-output (SISO) systems, connected through a directed graph without imposing any assumption on the graph interconnection. We consider both the continuous-time and the discrete-time case, and we provide conditions that are equivalent to the uniform global exponential stability, with guaranteed convergence rate, of the closed and unbounded attractor that corresponds to the synchronization set.

我们提出了通过有向图连接的 N 个相同单输入-单输出 (SISO) 系统同步的必要和充分条件,而不对图的互连施加任何假设。我们同时考虑了连续时间和离散时间的情况,并提供了与同步集相对应的封闭无界吸引子等效的统一全局指数稳定性的条件,同时保证了收敛率。
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引用次数: 0
Investigation of sliding mode dynamics and near-optimal controls for a reaction–diffusion population model in a polluted environment 污染环境中反应扩散群体模型的滑动模式动力学和近优控制研究
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-14 DOI: 10.1016/j.ejcon.2024.101097

In this paper, we present a reaction–diffusion population model developed for a polluted environment, and investigate the impact of different control measures on population-toxicant dynamics. Toxicant concentrations is taken as the reference to determine whether to implement control measures, and sliding mode dynamics are studied. The dynamical behaviors of each subsystem are discussed, and results show that model solutions ultimately approach either two endemic equilibria or the sliding equilibrium on a surface of discontinuity. Furthermore, we formulate the near-optimal control problem by minimizing the control cost while reducing the toxicant concentration. The sufficient and necessary conditions for the near-optimality are established using Ekeland’s variational principle and Hamiltonian function. The theoretical results are illustrated by numerical simulations.

本文提出了一个针对污染环境开发的反应-扩散种群模型,并研究了不同控制措施对种群-毒物动态的影响。以毒物浓度作为是否实施控制措施的参考,研究了滑模动力学。我们讨论了每个子系统的动力学行为,结果表明模型解最终会接近两个地方性均衡或不连续面上的滑动均衡。此外,我们还提出了近优控制问题,即在降低毒物浓度的同时使控制成本最小化。利用埃克兰德变分原理和哈密顿函数建立了近优的充分条件和必要条件。数值模拟对理论结果进行了说明。
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引用次数: 0
Optimal control of LQ problem with anticipative partial observations 具有预期部分观测的 LQ 问题的优化控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-08 DOI: 10.1016/j.ejcon.2024.101095

A stochastic linear-quadratic (LQ for short) problem with anticipative (i.e., not adapted) partial observations is studied. With the help of enlargement of filtration, we turn the anticipative signal observation system into a higher-dimensional adapted one, and obtain a linear filtering equation of the latter by the martingale representation theorem and a related equivalent control problem. By introducing a Riccati equation and an ordinary differential equation, we provide a unique optimal feedback control for another equivalent optimal control problem with the controlled state being the linear filtering equation. Finally, the optimal cost function for the original anticipative LQ problem is obtained, which is represented by the filtering of the extended adaptive system and some modified coefficients. Our result covers that of the classical stochastic LQ problem with adapted partial observations. As an application, the optimal control of an interception problem with anticipative radar tracking is explicitly given.

我们研究了一个具有预期(即不适应)部分观测的随机线性二次方程(简称 LQ)问题。借助放大滤波,我们将预期信号观测系统转化为高维适应系统,并通过马氏表示定理得到后者的线性滤波方程以及相关的等效控制问题。通过引入里卡提方程和常微分方程,我们为另一个等效最优控制问题提供了唯一的最优反馈控制,其控制状态就是线性滤波方程。最后,我们得到了原始预期 LQ 问题的最优成本函数,该函数由扩展自适应系统的滤波和一些修正系数表示。我们的结果涵盖了具有适应性局部观测的经典随机 LQ 问题。在应用中,我们明确给出了带有预期雷达跟踪的拦截问题的最优控制。
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引用次数: 0
Adaptive dynamic event-triggered fault tolerant control for uncertain strict-feedback nonlinear systems 不确定严格反馈非线性系统的自适应动态事件触发容错控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-06 DOI: 10.1016/j.ejcon.2024.101096

In this paper, a dynamic event-triggered mechanism (DETM) is designed for uncertain strict-feedback nonlinear systems with an infinite number of actuator faults. An adaptive fault-tolerant control strategy is put forward to accommodate actuator faults. A dynamic variable is introduced into the event-triggered schedule to achieve dynamically regulated threshold parameters and the DETM is recursively established depending on the backstepping technique. The designed control law ensures that all signals of the system are uniformly bounded, and the tracking error converges to a compact set while avoiding Zeno behavior. An expository simulation example reveals the advantages of the presented method.

本文设计了一种动态事件触发机制 (DETM),用于具有无限多执行器故障的不确定严格反馈非线性系统。本文提出了一种自适应容错控制策略,以适应执行器故障。在事件触发时间表中引入了一个动态变量,以实现动态调节阈值参数,并根据反步进技术递归建立 DETM。所设计的控制法则确保系统的所有信号都是均匀有界的,跟踪误差收敛到一个紧凑的集合,同时避免 Zeno 行为。一个说明性仿真实例揭示了所提出方法的优势。
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引用次数: 0
Nearly optimal fixed time sliding mode controller for leader–follower consensus problem with partially unknown nonlinear agents 部分未知非线性代理的领导者-追随者共识问题的近最优固定时间滑动模式控制器
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-26 DOI: 10.1016/j.ejcon.2024.101093

This paper presents a conceptual framework for addressing the consensus problem in multi-agent systems with unknown nonlinear dynamics using reinforcement learning (RL) based nearly optimal sliding mode controller (SMC). The agents’ dynamics are assumed to have uncertainty and mismatched disturbance. An adaptive fixed-time estimator is introduced to estimate uncertain dynamics and disturbances for each agent at a certain time. The paper proposes two control strategies. In the first strategy, a controller is designed, incorporating adaptive SMC and an optimal controller. Adaption law in SMC estimates the bound of fixed time estimator error before convergence, ultimately achieving asymptotic convergence to the sliding surface and converting the agent’s dynamics to linear. This enables solving a linear consensus problem using an RL-based adaptive optimal controller through an on-policy critic–actor method. The second control strategy enhances the adaptive SMC into a fixed-time controller, reducing the time to reach the sliding surface regardless of initial conditions. Consequently, the convergence time of the consensus error to zero is diminished. This reduction in reaching time results in faster convergence of the consensus error to zero. The effectiveness of both strategies is validated through numerical experiments on two real system models, aligning with the theoretical proofs.

本文提出了一个概念框架,利用基于强化学习(RL)的近乎最优滑模控制器(SMC)来解决具有未知非线性动力学特性的多代理系统中的共识问题。假设代理动态具有不确定性和不匹配干扰。本文引入了一个自适应固定时间估算器,用于估算每个代理在特定时间的不确定动态和干扰。本文提出了两种控制策略。在第一种策略中,设计了一种包含自适应 SMC 和最优控制器的控制器。SMC 中的自适应法则会在收敛前估计固定时间估计误差的边界,最终实现对滑动面的渐近收敛,并将代理动态转换为线性。这样就能利用基于 RL 的自适应最优控制器,通过策略上的批判者-行动者方法来解决线性共识问题。第二种控制策略将自适应 SMC 增强为固定时间控制器,缩短了到达滑动面的时间,而不受初始条件的影响。因此,共识误差收敛到零的时间缩短了。到达滑动面时间的缩短使得一致误差更快地趋于零。通过对两个真实系统模型的数值实验,验证了这两种策略的有效性,并与理论证明相吻合。
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引用次数: 0
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European Journal of Control
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