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A novel dynamic finite-time prescribed performance control strategy with constraint and robustness 具有约束性和鲁棒性的新型动态有限时间规定性能控制策略
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-09 DOI: 10.1016/j.ejcon.2024.101080

This paper is devoted to the design of adaptive nonlinear prescribed performance controllers for balancing constraint and robustness. Firstly, a shift function is introduced to enhance robustness in the initial stage. Secondly, a new finite-time performance function and a regulation of dynamic adjustments are developed for the first time. Due to the regulation, it can be prevented by the proposed scheme that tracking errors approach or exceed performance boundaries during operation, which ensures both robustness and constraint, and the performance function is differentiable of order n, which can be used in backstepping design for higher-order systems without approximators. Finally, the designed controller is more robust in both transient and stable states, whose effectiveness and superiority are validated by stability analysis, matlab simulation, and an actual test on a real robotic arm.

本文致力于设计兼顾约束性和鲁棒性的自适应非线性规定性能控制器。首先,在初始阶段引入了移位函数来增强鲁棒性。其次,首次开发了一种新的有限时间性能函数和动态调整调节器。由于有了调节,所提出的方案可以防止运行过程中跟踪误差接近或超过性能边界,从而确保了鲁棒性和约束性,而且性能函数是 n 阶可微的,可用于无近似值的高阶系统的反步进设计。最后,所设计的控制器在瞬态和稳定状态下都具有更强的鲁棒性,其有效性和优越性通过稳定性分析、matlab 仿真和在真实机械臂上的实际测试得到了验证。
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引用次数: 0
Less conservative robust reference governors and their applications 不那么保守的稳健型参考调速器及其应用
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-08 DOI: 10.1016/j.ejcon.2024.101084

The applications of reference governors to systems with unmeasured set-bounded disturbances can lead to conservative solutions. This conservatism can be reduced by estimating the disturbance from output measurements and canceling it in the nominal control law. In this paper, a reference governor based on such an approach is considered and time-varying, disturbance and state estimation errors bounding sets are derived. Consequently, the traditional implementation of a reference governor, which exploits a constraint admissible positively-invariant set of constant commands and initial states, is replaced by one which utilizes a time-dependent sequence of similar sets (which are not necessary nested). Examples are reported which include two applications to longitudinal control of aircraft that illustrate handling of elevator uncertainty and wing icing.

将参考调节器应用于具有未测量的集合约束扰动的系统,可能会导致保守的解决方案。通过输出测量来估计干扰,并在名义控制法则中将其抵消,可以减少这种保守性。本文考虑了基于这种方法的参考调速器,并得出了时变、扰动和状态估计误差约束集。因此,利用恒定指令和初始状态的约束容许正不变集的传统参考调速器,被利用类似集(无需嵌套)的时变序列所取代。报告中的例子包括飞机纵向控制的两个应用,说明了升降舵不确定性和机翼结冰的处理方法。
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引用次数: 0
Adaptive fuzzy controller design for an air handling unit 空气处理装置的自适应模糊控制器设计
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-08 DOI: 10.1016/j.ejcon.2024.101085

An adaptive control method based on a fuzzy state observer is designed for air handling unit (AHU) systems, where the intensity of humidity source and heat load are considered to be uncertain, and approximated by fuzzy logics. Besides, the supply air temperature is unmeasurable, which is observed by a state observer. To avoid the system equilibrium point offset, the prediction errors generated by the system and serial-parallel estimation models are introduced into the controller design based on backstepping. Finally, the superiority of proposed adaptive fuzzy controller is analyzed by simulation comparison with feedback linearization and PID controllers in two cases.

针对空气处理机组(AHU)系统设计了一种基于模糊状态观测器的自适应控制方法,在该系统中,湿度源和热负荷的强度被认为是不确定的,并通过模糊逻辑进行近似。此外,送风温度是不可测量的,可通过状态观测器进行观测。为了避免系统平衡点偏移,在控制器设计中引入了由系统和串并联估算模型产生的预测误差,并基于反步态进行设计。最后,通过在两种情况下与反馈线性化控制器和 PID 控制器进行仿真比较,分析了所提出的自适应模糊控制器的优越性。
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引用次数: 0
Delayed feedback implementation of decentralized derivative-dependent control of large-scale systems with input delays and disturbed measurements 具有输入延迟和干扰测量的大规模系统的分散导数依赖控制的延迟反馈实施
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-08 DOI: 10.1016/j.ejcon.2024.101079

We study decentralized derivative-dependent control of large-scale nth-order systems with input delays via delayed feedback implementation. The unavailable derivatives can be approximated by finite differences giving rise to a time-delayed feedback. In the centralized case, an efficient simple linear matrix inequalities (LMIs)-based method for designing of such static output-feedback and its sampled-data implementation was recently suggested. In the present paper, we extend this design to large-scale systems in the presence of input delays and disturbed measurements. Under the assumption of the stabilizability of the system with small enough input delays and small enough interactions by a state-feedback that depends on the output and its derivatives, a delayed static output-feedback that stabilizes the system is presented by using the current and past disturbed measurements. To compensate the errors due to the input delays, we add the appropriate terms to the corresponding Lyapunov–Krasovskii functional that lead to LMIs conditions. The efficient bounds on the delays preserving that the resulting system is input-to-state stable (ISS) are found by verifying the LMIs. In addition, we employ the vector Lyapunov functional method that may allow larger couplings compared with the existing method. Finally, the effectiveness of the proposed methods is illustrated by numerical examples.

我们研究了通过延迟反馈实现的具有输入延迟的大规模 nth 阶系统的分散导数控制。不可用的导数可以用有限差分近似,从而产生延时反馈。在集中式情况下,最近提出了一种基于简单线性矩阵不等式(LMIs)的高效方法,用于设计这种静态输出反馈及其采样数据实现。在本文中,我们将这种设计扩展到存在输入延迟和干扰测量的大规模系统。在假定输入延迟足够小、相互作用足够小的情况下,系统可以通过依赖于输出及其导数的状态反馈实现稳定的前提下,我们提出了一种延迟静态输出反馈,它可以通过使用当前和过去的干扰测量来稳定系统。为了补偿输入延迟造成的误差,我们在相应的 Lyapunov-Krasovskii 函数中加入了适当的项,从而得出 LMIs 条件。通过验证 LMIs,我们找到了延迟的有效边界,从而保证所得到的系统是输入到状态稳定(ISS)的。此外,我们还采用了矢量 Lyapunov 函数方法,与现有方法相比,该方法可能允许更大的耦合。最后,我们通过数值示例说明了所提方法的有效性。
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引用次数: 0
Event-triggered H∞-fault-tolerant consistency control for multi-agent systems 多代理系统的事件触发 H∞ 容错一致性控制
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-05 DOI: 10.1016/j.ejcon.2024.101083

This paper investigates the issue of active fault-tolerant control for multi-agent systems using an event-triggered mechanism, aiming to achieve state-consistency control under a leader–follower framework. The proposed control protocol consists of two main components: leader input estimation and fault tolerant controller design under an event-triggered mechanism. Firstly, a leader–follower error system is constructed, where the leader’s input is considered as a supplementary vector for the system state, resulting in an augmented error system. Then, a distributed state observer is designed for this augmented error system to transform the leader’s input estimation problem into an augmented state estimation issue. Furthermore, an event-triggered mechanism is designed to optimize network communication resources by updating the control law only when specific triggered conditions are met. Next, taking into account the errors introduced by the distributed observer and event-triggered mechanism, the problem of determining the state error feedback gain matrix is transformed into a linear matrix inequality problem using H robustness design and Lyapunov stability analysis methods. Finally, the effectiveness of this theoretical framework is validated through a practical example involving several VTOLs.

本文研究了使用事件触发机制的多代理系统主动容错控制问题,旨在实现领导者-跟随者框架下的状态一致性控制。所提出的控制协议包括两个主要部分:领导者输入估计和事件触发机制下的容错控制器设计。首先,构建领导者-跟随者误差系统,其中领导者的输入被视为系统状态的补充向量,从而形成增强误差系统。然后,为这个增强误差系统设计一个分布式状态观测器,将领导者的输入估计问题转化为增强状态估计问题。此外,还设计了一种事件触发机制,只有在满足特定触发条件时才更新控制法则,从而优化网络通信资源。接下来,考虑到分布式观测器和事件触发机制引入的误差,利用 H∞ 鲁棒性设计和 Lyapunov 稳定性分析方法,将确定状态误差反馈增益矩阵的问题转化为线性矩阵不等式问题。最后,通过一个涉及多架 VTOL 的实际例子验证了这一理论框架的有效性。
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引用次数: 0
Stochastic maximum principle for optimal control problems with mixed delays and noisy observations 具有混合延迟和噪声观测的最优控制问题的随机最大原则
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-02 DOI: 10.1016/j.ejcon.2024.101073
Heping Ma , Yu Shi

In this paper, we study the optimal control problem for the state governed by stochastic differential equation with delay and partially observed by a noisy process. Some variational inequalities and a necessary condition for optimality are established. Meanwhile, we introduce two kinds of adjoint equation which are shown to be equivalent. As an application, a linear–quadratic system and a financial problem are presented to demonstrate our results. In particular, its numerical simulation and some figures are used to illustrate the effect of delay on optimal solutions.

本文研究了有延迟的随机微分方程所控制的状态的最优控制问题,以及部分由噪声过程观测到的状态的最优控制问题。建立了一些变分不等式和最优的必要条件。同时,我们引入了两种邻接方程,并证明它们是等价的。作为应用,我们提出了一个线性二次系统和一个金融问题来证明我们的结果。特别是,我们用数值模拟和一些数字来说明延迟对最优解的影响。
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引用次数: 0
Introducing a new nonlinear approach to model heat exchangers designed for control engineering applications 引入新的非线性方法,为控制工程应用设计的热交换器建模
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-02 DOI: 10.1016/j.ejcon.2024.101072
Yannick Fürst, Stefan Brandt, Martin Kriegel

A new low-order dynamic model is proposed to predict the nonlinear heat transfer in heat exchangers, using a modeling approach that does not require detailed information about the flow arrangement. On the primary side, a model of a throttling valve is added to include the control signal’s influence on the secondary side’s output temperature. The model does not consider time delays but uses variable time constants that depend on the mass flow rates. A two-step procedure is proposed to estimate the model parameters: first, the complete parameter vector is estimated to solve a parameter estimation problem. Then, a subset of the estimated parameters is tuned online using an Unscented Kalman Filter to fit the model further to reality. The accuracy of the model as well as the implementation of the parameter estimation are demonstrated using an example from practice.

本文提出了一种新的低阶动态模型,用于预测热交换器中的非线性传热,采用的建模方法不需要有关流量布置的详细信息。在一次侧,增加了一个节流阀模型,以包括控制信号对二次侧输出温度的影响。该模型不考虑时间延迟,而是使用取决于质量流量的可变时间常数。建议采用两步程序来估算模型参数:首先,估算完整的参数向量,以解决参数估算问题。然后,使用在线调整器在线调整估计参数的一个子集,使模型进一步贴近现实。通过一个实际案例,展示了模型的准确性以及参数估计的实施。
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引用次数: 0
Output null controllability for linear time-invariant structured discrete-time systems: A graph theoretic condition 线性时不变结构离散时间系统的输出无效可控性:图论条件
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-29 DOI: 10.1016/j.ejcon.2024.101077
Jacob van der Woude , Christian Commault , Taha Boukhobza

In this paper, we consider a linear time-invariant discrete-time system and study the output null controllability problem, i.e., the problem of steering the output to zero in a finite number of steps. We assume that we only know the structure of the system, i.e., the zero/nonzero location in the system matrices. Hence, we consider a structural version of the output null controllability problem. We represent the structure of the system by means of a directed graph and present a graph theoretic sufficient condition for the problem to be generically solvable. Here generically solvable means that the problem is solvable for almost all systems with the same structure. We illustrate the conditions using an example.

本文考虑一个线性时变离散时间系统,研究输出零可控性问题,即在有限步数内将输出转向零的问题。我们假设只知道系统的结构,即系统矩阵中的零/非零位置。因此,我们考虑的是输出为零可控性问题的结构版本。我们用有向图来表示系统结构,并提出了问题一般可解的图论充分条件。这里的一般可解是指几乎所有具有相同结构的系统都能解决这个问题。我们用一个例子来说明这些条件。
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引用次数: 0
The Indirect Bang-Singular Algorithm (IBSA) for singular control problems with state-inequality constraints 带状态不平等约束的奇异控制问题的间接 Bang-Singular 算法 (IBSA)
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-29 DOI: 10.1016/j.ejcon.2024.101071
Amin Jafarimoghaddam, Manuel Soler

In this study, we present the Indirect Bang-Singular Algorithm (IBSA), a straightforward computational framework developed to solve a wide range of Singular Optimal Control Problems (SOCP) with state-inequality constraints. The algorithm is a type of arc-classification technique which reformulates the SOCP as a nonlinear programming problem over the switching times, and possibly some other parameters such as the co-states’ initial values at the entry time to a singular interval. We derive the singular control feedback using the Pontryagin’s maximum principle and analyze the possibility of an interval where multiple controls are simultaneously singular. Furthermore, we incorporate the state-inequality constraints using the direct-adjoining method. Owing to the linear property of the co-state dynamics, the co-state variables and consequently, the singular controls are computed automatically using MATLAB’s symbolic platform. The nonlinear programming is constructed in a manner to circumvent the challenges posed by state-inequality constraints in more intricate scenarios involving singular controls expressed in terms of incomplete state-feedback functions. We also present several theorems that are integral to devising a straightforward computational approach for solving SOCPs. To assess the effectiveness of the proposed algorithm, we solve the following novel problems: (1) time–fuel-optimal commercial aircraft cruise flight in a vertical plane (i.e., with state-inequality constraint, a scalar singular control, and wind shear effects), and (2) the free-routing time–fuel-optimal commercial aircraft flight in a vertical plane (i.e., with state-inequality constraint, a dual-entry singular control, and wind shear effects). Notably, the optimality of the graphed results has been carefully inspected through first and second-order optimality conditions.

在本研究中,我们提出了间接 Bang-Singular 算法 (IBSA),这是一个简单明了的计算框架,用于解决各种带有状态不平等约束的奇异优化控制问题 (SOCP)。该算法是一种弧形分类技术,它将 SOCP 重新表述为一个关于切换时间的非线性编程问题,可能还包括一些其他参数,如进入奇异区间时的共态初始值。我们利用庞特里亚金最大原则推导出奇异控制反馈,并分析了多个控制同时奇异的区间的可能性。此外,我们还利用直接连接法加入了状态不平等约束。由于共态动力学的线性特性,共态变量以及奇异控制都是通过 MATLAB 的符号平台自动计算的。非线性编程的构建方式规避了在涉及以不完整状态反馈函数表示的奇异控制的更复杂情况下状态不完整约束所带来的挑战。我们还提出了几个定理,这些定理对于设计一种直接的计算方法来求解 SOCP 是不可或缺的。为了评估所提算法的有效性,我们解决了以下新问题:(1) 垂直面上时间燃料最优的商用飞机巡航飞行(即具有状态不完全约束、标量奇异控制和风切变效应),以及 (2) 垂直面上时间燃料最优的商用飞机自由航线飞行(即具有状态不完全约束、双进入奇异控制和风切变效应)。值得注意的是,我们通过一阶和二阶最优条件仔细检查了图表结果的最优性。
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引用次数: 0
Exponential stability of system with time delay based on matrix-refined weighted functions 基于矩阵精炼加权函数的时延系统指数稳定性
IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-29 DOI: 10.1016/j.ejcon.2024.101076
Xiao Ge , Zixuan Wang , Siu-Long Lei , Seakweng Vong

Exponential stability of system with time-varying delay is studied in this paper. By taking intermediate polynomials and slack variables, we propose novel matrix-refined weighted functions (MRWFs). Then, based on the MRWFs, we construct a suitable Lyapunov-Krasovskii functional (LKF) and propose an exponential stability condition. Finally, numerical examples verify that the stability condition proposed in this paper is more effective, which is less conservative than some past criteria.

本文研究了具有时变延迟的系统的指数稳定性。通过利用中间多项式和松弛变量,我们提出了新颖的矩阵精炼加权函数(MRWFs)。然后,基于 MRWFs,我们构建了合适的 Lyapunov-Krasovskii 函数 (LKF),并提出了指数稳定性条件。最后,通过数值实例验证了本文提出的稳定性条件更加有效,与过去的一些标准相比没有那么保守。
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引用次数: 0
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European Journal of Control
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