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Dynamic event-triggered control of linear continuous-time systems using a positive systems approach 使用正系统方法对线性连续时间系统进行动态事件触发控制
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-07 DOI: 10.1016/j.nahs.2024.101508
Safeyya Alyahia , Corina Barbalata , Michael Malisoff , Frédéric Mazenc

We provide new dynamic event-triggered controls for continuous-time linear systems that contain additive uncertainties. We prove input-to-state stability properties that imply uniform global exponential stability when the additive uncertainties are zero. Significant novel features include (a) new dynamic extensions and new trigger rules that provide a new positive systems analog of significant prior dynamic event-triggered work of A. Girard and (b) our application to a BlueROV2 underwater vehicle model, where we provide significantly larger lower bounds on the inter-execution times, and usefully fewer trigger times, compared with standard dynamic event-triggered approaches that used the usual Euclidean norm, and as compared with static event-triggered controls that instead used positive systems approaches.

我们为包含加性不确定性的连续时间线性系统提供了新的动态事件触发控制。我们证明了输入到状态的稳定性,这意味着当加法不确定性为零时,均匀的全局指数稳定性。重要的新特性包括:(a) 新的动态扩展和新的触发规则,为 A. Girard 先前的重要动态事件触发工作提供了新的正系统类比;(b) 我们对 BlueROV2 水下航行器模型的应用,与使用通常欧氏规范的标准动态事件触发方法相比,以及与使用正系统方法的静态事件触发控制相比,我们提供了更大的执行间时间下限和更少的触发时间。
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引用次数: 0
Stabilization of delayed semi-Markov jump neural networks with actuator faults: A quantized hybrid control approach 具有致动器故障的延迟半马尔可夫跃迁神经网络的稳定:量化混合控制方法
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-04 DOI: 10.1016/j.nahs.2024.101509
N. Aravinth , R. Sakthivel , N. Birundha devi , Ardashir Mohammadzadeh , S. Saat

The presented research is to focus on the issue of fault alarm-based quantized hybrid control strategy for semi-Markov jump neural networks subject to multiple vulnerable factors, namely, actuator faults, quantization effects and time-varying delays. Particularly, the fault-based alarm signal with a threshold value is proposed for controller switching and also for preventing false alarms. Precisely, a logarithmic quantizer is incorporated in the control design to adjust the transmission of signals and to enhance better robustness on system performance. Besides, a mixed H and passivity performance is employed in order to handle the traces of external disturbances. By proposing Lyapunov–Krasovskii functional involving time delays along with Wirtinger based integral inequality, the anticipated control gain parameters that confirm the stochastic stability of the addressed system can be determined with the assistance of linear matrix inequality. The excellent dynamic performances of the proposed control scheme are clarified through two numerical examples, whereas the stability of the system is restrained with the timely alert performance of the configured alarm signal.

本文的研究重点是半马尔可夫跃迁神经网络的基于故障报警的量化混合控制策略问题,该网络受到多种易受攻击因素的影响,即执行器故障、量化效应和时变延迟。特别是,提出了具有阈值的基于故障的报警信号,用于控制器的切换,也用于防止误报警。在控制设计中加入了对数量化器,以调整信号的传输,提高系统性能的鲁棒性。此外,还采用了混合 H∞ 和被动性能,以处理外部干扰痕迹。通过提出涉及时间延迟的 Lyapunov-Krasovskii 函数和基于 Wirtinger 的积分不等式,可以在线性矩阵不等式的帮助下确定预期的控制增益参数,从而确认所处理系统的随机稳定性。通过两个数值示例,阐明了所提控制方案的卓越动态性能,而系统的稳定性与所配置警报信号的及时警报性能息息相关。
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引用次数: 0
Output-feedback stabilization of probabilistic Boolean control networks 概率布尔控制网络的输出反馈稳定化
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-28 DOI: 10.1016/j.nahs.2024.101505
Shuting Zhang , Xueying Ding , Jianquan Lu , Jungang Lou , Yang Liu

To simulate a more realistic and uncertain system model, this paper innovatively studies the output feedback control strategy to stabilize probabilistic Boolean control networks (PBCNs). This is the first time that output feedback method is used to solve stability problems in PBCNs. Compared with the traditional state feedback, observing output states is more direct and efficient. Firstly, a condition for the output-feedback stabilization in the sense of minimum time is explored. A sufficient and necessary condition is then provided to determine time-invariant output-feedback stabilizers. Afterwards, two constructive algorithms for design time-invariant output-feedback controllers are proposed. To comprehensively solve the output feedback stabilization problems, this paper explores two sufficient conditions for obtaining stabilizers under time-varying feedback control inputs, which provides more feasibility and significance for solving biomedical problems.

为了模拟更真实、更不确定的系统模型,本文创新性地研究了输出反馈控制策略,以稳定概率布尔控制网络(PBCN)。这是首次使用输出反馈方法来解决 PBCN 的稳定性问题。与传统的状态反馈相比,观察输出状态更直接、更有效。首先,探讨了最小时间意义上的输出反馈稳定条件。然后,提供了确定时不变输出反馈稳定器的充分必要条件。随后,提出了两种设计时变输出反馈控制器的构造性算法。为了全面解决输出反馈稳定问题,本文探讨了在时变反馈控制输入下获得稳定器的两个充分条件,这为解决生物医学问题提供了更多的可行性和意义。
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引用次数: 0
Numerical solutions of optimal stopping problems for a class of hybrid stochastic systems 一类混合随机系统的最优停止问题的数值解决方案
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-17 DOI: 10.1016/j.nahs.2024.101507
Philip A. Ernst , Xiaohang Ma , Masoud H. Nazari , Hongjiang Qian , Le Yi Wang , George Yin

This paper is devoted to numerically solving a class of optimal stopping problems for stochastic hybrid systems involving both continuous states and discrete events. The motivation for solving this class of problems stems from quickest event detection problems of stochastic hybrid systems in broad application domains. We solve the optimal stopping problems numerically by constructing feasible algorithms using Markov chain approximation techniques. The key tasks we undertake include designing and constructing discrete-time Markov chains that are locally consistent with switching diffusions, proving the convergence of suitably scaled sequences, and obtaining convergence for the cost and value functions. Finally, numerical results are provided to demonstrate the performance of the algorithms.

本文致力于数值求解一类同时涉及连续状态和离散事件的随机混合系统的最优停止问题。解决这类问题的动机来自于广泛应用领域中随机混合系统的最快事件检测问题。我们利用马尔可夫链近似技术构建可行的算法,以数值方法解决最优停止问题。我们的主要任务包括设计和构建与切换扩散局部一致的离散时间马尔可夫链,证明适当比例序列的收敛性,以及获得成本和价值函数的收敛性。最后,我们将提供数值结果来证明算法的性能。
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引用次数: 0
Event-triggered stochastic consensus of multiagent systems over random antagonistic network in a compound noisy environment 复合噪声环境中随机拮抗网络上多代理系统的事件触发随机共识
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-17 DOI: 10.1016/j.nahs.2024.101506
Jinxin Shang , Yingxue Du , Zhi Liu , Ancai Zhang , Yan Zhang , Tianwei Zhou

This article investigates an event-triggered strategy to deal with the bipartite consensus issue for stochastic multiagent systems (SMASs) in a communication noisy environment. The communication network can be modeled by a random signed graph and the communication noise is compound noises (additive noise and multiplicative noise). The stochastic event-triggered bipartite consensus control protocol for SMASs with compound noises is presented by the stochastic approximation (SA) method. Due to the control gain is time-varying and agent-dependent, the implementation of event-triggered control protocol may cause out-sync of the control gain. Meanwhile, the coexistence of stochastic antagonistic information and compound noises causes it hard to turn the noises term into an error equation, which leads to the fact that the traditional error transition method is invalid for our underlying system. To deal with these challenges, the state’s boundedness for each agent is first constructed by the Lyapunov method, and then the event-triggered bipartite consensus can be demonstrated via a new semi-decomposition technique. Finally, the effectiveness of the proposed SA controller is verified by two examples.

本文研究了一种事件触发策略,用于处理通信噪声环境下随机多代理系统(SMAS)的两端共识问题。通信网络可以用随机符号图建模,通信噪声是复合噪声(加噪声和乘噪声)。本文采用随机逼近(SA)方法,提出了具有复合噪声的 SMAS 的随机事件触发双方位共识控制协议。由于控制增益是时变型的,且与代理相关,事件触发控制协议的实施可能会导致控制增益不同步。同时,随机拮抗信息和复合噪声的共存导致噪声项很难转化为误差方程,从而导致传统的误差转换方法对我们的底层系统无效。为了应对这些挑战,我们首先用 Lyapunov 方法构建了每个代理的状态有界性,然后通过一种新的半分解技术证明了事件触发的两方共识。最后,通过两个实例验证了所提出的 SA 控制器的有效性。
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引用次数: 0
Observer-based asynchronously intermittent decentralized control of large-scale systems 基于观测器的大规模系统异步间歇式分散控制
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-10 DOI: 10.1016/j.nahs.2024.101503
Ruogu Wang , Xuanrong Yang , Jing Shi

This paper focuses on observer-based asynchronously intermittent decentralized control of large-scale linear systems. The controller and observer of each subsystem are assumed to work and rest simultaneously, whereas the controllers and observers in different subsystems have independently and asynchronously intermittent working/resting time. By designing a piece-wise continuous auxiliary timer and using it to construct a switching vertex-Lyapunov function for each subsystem, we provide linear matrix inequality (LMI) conditions to determine the minimal allowable control rate of the intermittent controller that preserves the stability of the closed-loop system. We also present the design of an observer-based decentralized controller via LMIs. Finally, a simulation example illustrates the validity of the results.

本文主要研究基于观测器的大规模线性系统异步间歇分散控制。假定每个子系统的控制器和观测器同时工作和休息,而不同子系统的控制器和观测器具有独立的异步间歇工作/休息时间。通过设计一个片断连续辅助定时器,并利用它为每个子系统构建一个切换顶点-Lyapunov 函数,我们提供了线性矩阵不等式(LMI)条件,以确定保持闭环系统稳定性的间歇控制器的最小允许控制率。我们还介绍了通过线性矩阵不等式设计基于观测器的分散控制器。最后,一个仿真实例说明了结果的有效性。
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引用次数: 0
Optimal control strategies for stormwater detention ponds 雨水截留池的优化控制策略
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-10 DOI: 10.1016/j.nahs.2024.101504
Martijn A. Goorden , Kim G. Larsen , Jesper E. Nielsen , Thomas D. Nielsen , Weizhu Qian , Michael R. Rasmussen , Jiří Srba , Guohan Zhao

Stormwater detention ponds are essential stormwater management solutions that regulate the urban catchment discharge towards streams. Their purposes are to reduce the hydraulic load to avoid stream erosion, as well as to minimize the degradation of the natural waterbody by direct discharge of pollutants. Currently, static controllers are widely implemented for detention pond outflow regulation in engineering practice, i.e., the outflow discharge is capped at a fixed value. Such a passive discharge setting fails to exploit the full potential of the overall water system, hence further improvements are needed. We apply formal methods to synthesize (i.e., derive automatically) optimal active controllers. We model the stormwater detention pond, including the urban catchment area and the rain forecasts with its uncertainty, as hybrid Markov decision processes. Subsequently, we use the tool Uppaal Stratego to synthesize using Q-learning a control strategy maximizing the retention time for pollutant sedimentation (optimality) while also minimizing the duration of emergency overflow in the detention pond (safety). These strategies are synthesized for both an off-line and on-line settings. Simulation results for an existing pond show that Uppaal Stratego can learn optimal strategies that significantly reduce emergency overflows. For off-line controllers, a scenario with low rain periods shows a 26% improvement of pollutant sedimentation with respect to static control, and a scenario with high rain periods shows a reduction of overflow probability of 10%–19% for static control to lower than 5%, while pollutant sedimentation has only declined by 7% compared to static-control. For on-line controllers, one scenario with heavy rain shows a 95% overflow duration reduction and a 29% pollutant sedimentation improvement compared to static control.

雨水滞留池是重要的雨水管理解决方案,可调节城市集水区向溪流的排放。其目的是减少水力负荷,避免溪流侵蚀,以及尽量减少污染物直接排放对自然水体造成的恶化。目前,工程实践中广泛采用静态控制器来调节滞留池的流出量,即把流出量限制在一个固定值上。这种被动的排放设置无法充分发挥整个水系统的潜力,因此需要进一步改进。我们采用正规方法合成(即自动推导)最佳主动控制器。我们将雨水滞留池(包括城市集水区和不确定的雨量预测)建模为混合马尔可夫决策过程。随后,我们使用 Uppaal Stratego 工具,通过 Q-learning 综合出一种控制策略,既能最大限度地延长污染物沉积的滞留时间(最优性),又能最大限度地缩短滞留池紧急溢流的持续时间(安全性)。这些策略是在离线和在线设置下合成的。对一个现有池塘的模拟结果表明,Uppaal Stratego 可以学习到显著减少紧急溢流的最优策略。对于离线控制器,在雨量较少的情况下,污染物沉积量比静态控制提高了 26%;在雨量较大的情况下,溢流概率从静态控制的 10%-19%降至 5%以下,而污染物沉积量与静态控制相比仅下降了 7%。就在线控制器而言,与静态控制相比,暴雨情况下的溢流持续时间缩短了 95%,污染物沉积量减少了 29%。
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引用次数: 0
State estimation of the semilinear wave equation over the limited capacity communication channel 有限容量通信信道上半线性波方程的状态估计
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-07 DOI: 10.1016/j.nahs.2024.101500
Maxim V. Dolgopolik , Alexander L. Fradkov , Boris Andrievsky

In the paper the problem of state estimation of the nonlinear spatially-distributed system described by semilinear wave equations over the limited capacity communication channel is considered under the assumption that the boundary derivative is measured with the sampling and the external boundary control input is perfectly known. The Luenberger-type observer is designed based on the Speed-gradient method with an energy-like objective functional. An upper bound for the observer error in terms of the data transmission error and channel data rate (capacity) is derived and two data transmission procedures are numerically studied to find the admissible data transmission bounds. The key contribution of this paper is the extension of the previously existing results to the cases when the measurements and signal transmission in the control system cannot be available instantly and the finite capacity of the communication channels should be taken into account. The study of such cases is important for the observation and control of PDEs since the instant processing of infinite dimensional PDE data is problematic. The novelty of the results is threefold. Firstly, the state observer for distributed systems described by semilinear wave equations under limited channel data rate (capacity) is designed. Secondly, first time analytic bound for estimation error is obtained. Thirdly, first time the adaptive coding procedure is introduced and numerically studied for distributed systems.

本文考虑了在有限容量通信信道上由半线性波方程描述的非线性空间分布系统的状态估计问题,假设边界导数是通过采样测量的,而外部边界控制输入是完全已知的。基于速度梯度法设计了具有类能量目标函数的卢恩贝格尔型观测器。通过数据传输误差和信道数据速率(容量)推导出了观测器误差的上界,并对两种数据传输程序进行了数值研究,从而找到了可接受的数据传输界限。本文的主要贡献在于将之前已有的结果扩展到了控制系统中的测量和信号传输无法即时获得,并且需要考虑通信信道的有限容量的情况。由于即时处理无限维 PDE 数据存在问题,因此对这种情况的研究对于 PDE 的观测和控制非常重要。这些结果的新颖性体现在三个方面。首先,设计了有限信道数据率(容量)下半线性波方程描述的分布式系统的状态观测器。其次,首次获得了估计误差的解析约束。第三,首次引入了分布式系统的自适应编码程序并对其进行了数值研究。
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引用次数: 0
A node-pinning and state-flipped approach to partial synchronization of Boolean Networks 布尔网络部分同步的节点平移和状态翻转方法
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-07 DOI: 10.1016/j.nahs.2024.101501
Leihao Du , Zhipeng Zhang , Chengyi Xia

In this paper, the partial synchronization of general Boolean Networks is studied from the perspective of nodes and states by using the semi-tensor product of matrices. First, by introducing the Hamming distances and its algebraic expression, the partial synchronization of general Boolean Networks can be transformed into an ensemble stability problem. Second, through optimizing the pinning strategy, the conditions for achieving partial synchronization of general Boolean Networks are developed, and the algorithm for finding the optimal pinning nodes is given. Subsequently, to further simplify the above condition, the related pinning node strategy is further optimized and combined by introducing state-flipped mechanism, which makes the general Boolean Networks partially synchronous under no condition, and requires the less number of nodes to be pinned compared to the previous works. Meanwhile, the corresponding algorithm for seeking the optimal pinning nodes is designed in the context of flipping the state only once. Finally, the obtained results are validated by several specific numerical examples. In summary, the current work can further enrich and improve the study of partial synchronization problems in Boolean Networks.

本文利用矩阵的半张量积,从节点和状态的角度研究了一般布尔网络的部分同步问题。首先,通过引入汉明距离及其代数表达式,可将一般布尔网络的部分同步转化为集合稳定性问题。其次,通过优化引脚策略,提出了实现一般布尔网络部分同步的条件,并给出了寻找最优引脚节点的算法。随后,为了进一步简化上述条件,通过引入状态翻转机制,对相关的引脚节点策略进行了进一步的优化和组合,使得一般布尔网络在无条件的情况下实现了部分同步,与前人的研究相比,需要引脚的节点数量更少。同时,在只翻转一次状态的情况下,设计了相应的算法来寻求最佳钉节点。最后,通过几个具体的数值示例验证了所获得的结果。总之,目前的工作可以进一步丰富和完善布尔网络中部分同步问题的研究。
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引用次数: 0
Epidemic dynamics of cholera with impulsive sanitation 霍乱的流行动态与冲动性卫生设施
IF 4.2 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-06 DOI: 10.1016/j.nahs.2024.101502
Xueying Wang , Feng-Bin Wang

In this work, we develop an ordinary differential equation (ODE) model with impulsive sanitation of cholera. The sanitation interventions are classified into three types in this article. The first two types are human sanitation, with type-1 sanitation focused on the prevention of direct and indirect transmissions and type-2 focused on prevention of bacterial shedding. The third type refers to pathogen sanitation where interventions are performed in contaminated water environment via disinfection. For the developed impulsive model, we introduce the basic production number R0 and show that R0 remains a sharp disease threshold parameter despite the incorporation of impulsive sanitation. We numerically investigate the impact of impulsive sanitation on the prevention and control of the disease. Our numerical results indicate that type-1 sanitation tends to bear the longest time window between subsequent interventions among all the three types of sanitation provided the same level of sanitation efficacy. Particularly, when the sanitation efficacy is 50% under 90% compliance, type-1 sanitation can be implemented about every 7 months for the purpose of disease control, whereas type-2 and type-3 sanitation will have be performed on a daily basis and every three weeks or so, respectively.

在这项工作中,我们建立了一个具有霍乱冲动性卫生设施的常微分方程(ODE)模型。本文将卫生干预分为三种类型。前两类是人类卫生,其中第一类卫生重点是防止直接和间接传播,第二类卫生重点是防止细菌脱落。第三类是病原体卫生,通过消毒对受污染的水环境进行干预。对于所开发的脉冲模型,我们引入了基本生产数 R0,并表明尽管加入了脉冲卫生,R0 仍然是一个尖锐的疾病阈值参数。我们用数值方法研究了脉冲卫生对疾病预防和控制的影响。我们的数值结果表明,在卫生效力相同的情况下,在所有三种卫生类型中,1 型卫生设施往往在后续干预之间承担最长的时间窗口。特别是,当卫生效力为 50%、符合率为 90%时,1 类卫生设施可每隔 7 个月左右实施一次,以达到控制疾病的目的,而 2 类和 3 类卫生设施则分别需要每天和每隔三周左右实施一次。
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引用次数: 0
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Nonlinear Analysis-Hybrid Systems
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