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Adaptive containment fault-tolerant control for saturated nonlinear multiagent systems with multiple faults and periodic disturbances 具有多重故障和周期性扰动的饱和非线性多代理系统的自适应遏制容错控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-03 DOI: 10.1002/asjc.3401
Li Tang, Huanqing Wang, Ben Niu, Xudong Zhao

This paper addresses the problem of adaptive containment fault-tolerant control for nonlinear multiagent systems with periodic disturbances. Different from most existing fault-tolerant control schemes, the form of multiple faults is explicitly considered in this paper, including actuator faults and sensor faults. By combining the Fourier series expansion with neural networks, the unknown nonlinear dynamics subject to time-dependent periodic disturbances are approximated. Then, the “complexity of explosion” issue that exists in traditional backstepping-based results is avoided by introducing a first-order sliding-mode differentiator. It is proved that the developed containment control policies can ensure that all signals of the close-loop systems are uniformly ultimately bounded, and all followers can converge to a convex area formed by multiple leaders. Simulation results verify the validity of the proposed scheme.

本文探讨了具有周期性干扰的非线性多代理系统的自适应遏制容错控制问题。与现有的大多数容错控制方案不同,本文明确考虑了多种故障形式,包括执行器故障和传感器故障。通过将傅里叶级数展开与神经网络相结合,对受时间相关周期性干扰的未知非线性动力学进行了近似。然后,通过引入一阶滑动模式微分器,避免了传统基于反步法的结果中存在的 "复杂性爆炸 "问题。实验证明,所开发的遏制控制策略能确保闭环系统的所有信号最终均匀受限,并且所有跟随者都能收敛到由多个领导者形成的凸区域。仿真结果验证了所提方案的有效性。
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引用次数: 0
Observer-based controller design for blood glucose regulation for type 1 diabetic patients with disturbance estimation: A backstepping approach 基于扰动估计的 1 型糖尿病患者血糖调节控制器设计:反步进方法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-01 DOI: 10.1002/asjc.3381
Mohamadreza Homayounzade

In this paper, an observer-based nonlinear controller is proposed to regulate blood glucose concentration (BGC) in type 1 diabetes mellitus (T1DM). The considered virtual patient model is the extended Bergmann minimal model, which is augmented by a meal disturbance and adapted to represent the insulin–glucose homeostasis of T1DM. The backstepping (BS) technique is used to design a closed-loop feedback controller. The proposed controller does not need to measure insulin, plasma concentrations, and external disturbances while improving control performance and robustness against uncertainty. Insulin concentrations and plasma levels are estimated using state observers and disturbance using a disturbance estimator. These estimations are used as feedback to the controller. The asymptotic stability of the observer-based controller is proved using the Lyapunov theorem. Furthermore, it is proven that the system is bounded input–bounded output (BIBO) stable in the presence of uncertainties caused by uncertain parameters and external disturbances. For real situations, we consider only the BGC available for measurement, and in addition, inter- and intra-patient variability of system parameters is considered. The results confirm that the proposed controller can asymptotically regulate BGC through appropriate injection of insulin under meal disturbance and ±25% of variations in system parameters.

本文提出了一种基于观测器的非线性控制器,用于调节 1 型糖尿病(T1DM)患者的血糖浓度(BGC)。所考虑的虚拟病人模型是扩展的 Bergmann 最小模型,该模型通过膳食干扰进行了增强,并适应于表示 T1DM 的胰岛素-葡萄糖平衡。反向步进(BS)技术用于设计闭环反馈控制器。所提出的控制器无需测量胰岛素、血浆浓度和外部干扰,同时提高了控制性能和对不确定性的鲁棒性。胰岛素浓度和血浆水平使用状态观测器估算,干扰使用干扰估算器估算。这些估计值被用作控制器的反馈。利用 Lyapunov 定理证明了基于观测器的控制器的渐进稳定性。此外,我们还证明,在存在由不确定参数和外部扰动引起的不确定性时,系统是有界输入-有界输出(BIBO)稳定的。在实际情况中,我们只考虑了可用于测量的 BGC,此外还考虑了系统参数在病人之间和病人内部的变化。结果证实,在膳食干扰和系统参数变化的情况下,所提出的控制器可以通过适当注射胰岛素来近似调节 BGC。
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引用次数: 0
Simultaneous robust model predictive control and state estimation for nonlinear systems with state- and input-dependent uncertainties 具有状态和输入相关不确定性的非线性系统的同步鲁棒模型预测控制和状态估计
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-01 DOI: 10.1002/asjc.3382
Farid Badfar, Ali Akbar Safavi

The convergence and stability of uncertain nonlinear systems is a challenging problem in the nonlinear control area. Besides, in many practical cases, all states are not measurable and are affected by measurement noise. Based on this motivation, the first objective of this paper is to design a novel output feedback robust model predictive control approach for nonlinear systems with state- and input-dependent uncertainties and measurement noise. This approach combines state estimation and robust model predictive control (MPC) into one min–max optimization and by solving the optimization, these two tasks are performed simultaneously. The studied nonlinear system comprises a linear part, a nonlinear part, and a function that denotes the state- and input-dependent uncertainties. Therefore, the other objective is to reduce the computational complexity; thus, the system's nonlinear term and the aforementioned uncertainties are converted into additional disturbances. Subsequently, the optimization problem becomes a quadratic form, which leads to global convergence with the appropriate selection of objective function weights. Besides, this paper explores the convergence of the closed-loop system states and the sufficient synthesis conditions to guarantee input-to-state stability. The implementation on a numerical example and a CSTR process demonstrate the applicability and reliability of the proposed approach.

不确定非线性系统的收敛性和稳定性是非线性控制领域的一个难题。此外,在许多实际情况中,所有状态都是不可测量的,并受到测量噪声的影响。基于这一动机,本文的首要目标是为具有状态和输入相关不确定性以及测量噪声的非线性系统设计一种新的输出反馈鲁棒模型预测控制方法。这种方法将状态估计和鲁棒模型预测控制(MPC)结合到一个最小-最大优化中,通过求解优化,这两项任务可以同时完成。所研究的非线性系统包括线性部分、非线性部分以及表示状态和输入相关不确定性的函数。因此,另一个目标是降低计算复杂度;因此,系统的非线性项和上述不确定性被转换为附加干扰。这样,优化问题就变成了二次方形式,从而在适当选择目标函数权重的情况下实现全局收敛。此外,本文还探讨了闭环系统状态的收敛性以及保证输入到状态稳定性的充分综合条件。在一个数值示例和一个 CSTR 过程中的实施证明了所提方法的适用性和可靠性。
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引用次数: 0
Safe tracking in games: Achieving optimal control with unknown dynamics and constraints 游戏中的安全追踪:在未知动态和约束条件下实现最优控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-01 DOI: 10.1002/asjc.3397
Xiaohong Cui, Wenjie Chen, Binrui Wang, Kun Zhou

This paper introduces mix-zero-sum differential (MZSD) game theory to address multi-player tracking systems, offering a better understanding of the coexistence of cooperation and competition among players. Within this framework, we present an optimal safety tracking control (OSTC) method, which incorporates a control barrier function (CBF) into the value function to ensure that the tracking error remains within a specified range, thus guaranteeing safety while achieving optimization. Simultaneously, to eliminate the need for system dynamics, we propose a novel approach leveraging off-policy integral reinforcement learning (IRL) technology to obtain the Nash equilibrium solution of the MZSD games. We establish a unique critics–actors neural network (NN) structure that updates concurrently. Furthermore, we analyze stability and convergence using the Lyapunov method. We conduct two simulations to demonstrate the effectiveness of the proposed algorithm.

本文将混合零和差分博弈论(MZSD)引入多玩家跟踪系统,从而更好地理解玩家之间合作与竞争并存的关系。在此框架内,我们提出了一种最优安全跟踪控制(OSTC)方法,该方法在值函数中加入了控制障碍函数(CBF),以确保跟踪误差保持在指定范围内,从而在实现优化的同时保证安全性。同时,为了消除对系统动力学的需求,我们提出了一种利用非政策积分强化学习(IRL)技术的新方法,以获得 MZSD 博弈的纳什均衡解。我们建立了一种独特的批评者-行动者神经网络(NN)结构,可同时更新。此外,我们还利用 Lyapunov 方法分析了稳定性和收敛性。我们进行了两次模拟,以证明所提算法的有效性。
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引用次数: 0
Semiglobal interval observer-based robust coordination control of multi-agent systems with input saturation 基于半全局区间观测器的输入饱和多代理系统鲁棒协调控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-01 DOI: 10.1002/asjc.3406
Zhipeng Zhang, Jun Shen, Hongling Qiu, Cheng Fei

This paper investigates the problem of robust coordination control based on interval observers for multi-agent systems in the presence of input saturation and disturbances. Firstly, in the scenario where the system state is not directly measurable, two types of interval observers are, respectively, constructed by resorting to the upper and lower bounds on external perturbances as well as the output information. Secondly, a parametric Lyapunov equation-based low-gain feedback control method is proposed to guarantee semiglobal bounded consensus. In contrast to the conventional approach based on parametric algebraic Riccati equations, the proposed method offers the advantage of allowing the parameters to be determined in advance. Finally, a simulation example and a practical electrical circuit model are conducted to verify the theoretical results.

本文研究了在输入饱和和干扰存在的情况下,基于多代理系统区间观测器的鲁棒协调控制问题。首先,在系统状态不可直接测量的情况下,借助外部扰动的上下限以及输出信息,分别构建了两种类型的区间观测器。其次,提出了一种基于参数 Lyapunov 方程的低增益反馈控制方法,以保证半全局有界共识。与基于参数代数里卡提方程的传统方法相比,所提出的方法具有允许提前确定参数的优势。最后,通过一个仿真实例和一个实际电路模型来验证理论结果。
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引用次数: 0
Stochastic convergence to recurrent state equilibrium for state-based games 基于状态的博弈随机收敛到循环状态均衡
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-04-29 DOI: 10.1002/asjc.3400
Xiaomeng Wei, Haitao Li

State-based games contain an additional state space by comparing with normal games. Correspondingly, the equilibrium of state-based games is called recurrent state equilibrium (RSE). For state-based games, the stochastic convergence to RSE is investigated in this paper. Firstly, the stochastic convergence of state-based games is defined. Then, a kind of state-based best-response update rule is designed for state-based games. Under this update rule, the state-based games can be converted into the Markovian switching logical networks through the semi-tensor product. Next, based on the results of Markovian switching logical networks and positive systems, the stochastic convergence of state-based games is investigated and a verifiable criterion is derived. Finally, an example is presented to illustrate the validity of the obtained criterion.

与普通博弈相比,基于状态的博弈包含一个额外的状态空间。相应地,基于状态博弈的均衡称为循环状态均衡(RSE)。对于基于状态的博弈,本文研究了向 RSE 的随机收敛。首先,定义了基于状态博弈的随机收敛。然后,为基于状态的博弈设计了一种基于状态的最佳响应更新规则。在这种更新规则下,基于状态的博弈可以通过半张积转换成马尔可夫切换逻辑网络。接着,基于马尔可夫交换逻辑网络和正系统的结果,研究了基于状态的博弈的随机收敛性,并得出了一个可验证的标准。最后,举例说明了所获标准的有效性。
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引用次数: 0
New anti-windup Proportional-Integral-Derivative for motor speed control 用于电机速度控制的新型防倒转比例-积分-微分器
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-04-29 DOI: 10.1002/asjc.3390
Kevin K. C. Yapp, Choon Lih Hoo, Chun Haw Lai

The proportional-integral-derivative (PID) was developed and recognized for its reliability. A PID controller is not only simple but also relatively cheap. However, the controller causes system performance degeneration over time due to the presence of windup in a motor speed control system. The windup phenomenon is caused by the saturated control state. Various anti-windup methods were introduced to decrease a system's long settling time and extreme overshooting. Most anti-windup techniques require integral switching between saturated and unsaturated states, whereby both versions of steady-state integral proportional-integral controller do not need integral switching mechanism. They possess a certain degree of decoupling between kp$$ {k}_p $$ and ki$$ {k}_i $$ tuning parameters and tested to allow a more comprehensive range of tuning in the absence of derivative control. This research investigated the impact of derivative control component on the tuning gain decoupling through hardware simulation. By integrating the derivative component, kd$$ {k}_d $$, the control system demonstrated an improved system stability and reduced overshoot. Result shows that the decoupling feature allows SIPIC01+D and SIPIC02+D controllers to produce performance with zero overshoot and short settling time. However, SIPIC01+D has better dynamical performance with fastest rise and settling time with no overshoot as compared to other anti-windup controllers.

比例-积分-派生(PID)控制器因其可靠性而被开发和认可。PID 控制器不仅简单,而且相对便宜。然而,由于电机速度控制系统中存在卷绕现象,随着时间的推移,该控制器会导致系统性能下降。产生上风现象的原因是控制状态达到饱和。为了减少系统过长的沉淀时间和极度的过冲,人们引入了各种防空转方法。大多数防空转技术需要在饱和状态和非饱和状态之间进行积分切换,而两种版本的稳态积分比例积分控制器都不需要积分切换机制。它们在 kp$$ {k}_p $$ 和 ki$$ {k}_i $$ 调节参数之间具有一定程度的解耦性,经测试,在没有导数控制的情况下,可以实现更全面的调节范围。本研究通过硬件仿真研究了导数控制组件对调谐增益解耦的影响。通过整合导数分量 kd$$ {k}_d $$$,控制系统显示出更高的系统稳定性和更低的过冲。结果表明,解耦功能允许 SIPIC01+D 和 SIPIC02+D 控制器产生零过冲和较短稳定时间的性能。不过,与其他防风控制器相比,SIPIC01+D 具有更好的动态性能,上升和稳定时间最快,且无过冲。
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引用次数: 0
Flatness-based control in successive loops for mechatronic motion transmission systems 机电运动传动系统连续回路中基于平坦度的控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-04-29 DOI: 10.1002/asjc.3378
Gerasimos Rigatos, Jorge Pomares, Pierluigi Siano, Mohammed AL-Numay, Masoud Abbaszadeh, Gennaro Cuccurullo

Mechatronic systems with nonlinear dynamics are met in motion transmission applications for vehicles and robots. In this article, the control problem for the nonlinear dynamics of mechatronic motion transmission systems is solved with the use of a flatness-based control approach which is implemented in successive loops. The state-space model of these systems is separated into a series of subsystems, which are connected between them in cascading loops. Each one of these subsystems can be viewed independently as a differentially flat system, and control about it can be performed with inversion of its dynamics as in the case of input–output linearized flat systems. In this chain of i=1,2,,N$$ i&amp;amp;#x0003D;1,2,dots, N $$ subsystems, the state variables of the subsequent (i+1$$ i&amp;amp;#x0002B;1 $$)-th subsystem become virtual control inputs for the preceding i$$ i $$-th subsystem and so on. In turn, exogenous control inputs are applied to the last subsystem and are computed by tracing backwards the virtual control inputs of the preceding N1$$ N-1 $$ subsystems. The whole control method is implemented in successive loops, and its global stability properties are also proven through Lyapunov stability analysis. The validity of the control method is confirmed in the following two case studies: (a) control of a permanent magnet linear synchronous motor (PMLSM)-actuated vehicle's clutch and (ii) control of a multi-Degrees of Freedom (multi-DOF) flexible joint robot.

在车辆和机器人的运动传输应用中,会遇到具有非线性动态特性的机电一体化系统。在本文中,机电运动传输系统的非线性动力学控制问题是通过使用基于平面度的控制方法来解决的,该方法在连续回路中实施。这些系统的状态空间模型被分为一系列子系统,子系统之间通过级联回路相连。这些子系统中的每一个都可以独立地看作是一个差分平面系统,对其进行控制时,可以像输入输出线性化平面系统那样,对其动态进行反演。在这个由 i=1,2,...,N$$ i&amp;#x0003D;1,2,dots, N $子系统组成的链中,后面(i+1$$ i&amp;#x0002B;1 $$)-th子系统的状态变量成为前面 i$$ i $$-th子系统的虚拟控制输入,以此类推。反过来,外源控制输入应用于最后一个子系统,并通过向后追踪前 N-1$$ N-1$ 子系统的虚拟控制输入来计算。整个控制方法是在连续循环中实现的,其全局稳定性也通过 Lyapunov 稳定性分析得到了证明。控制方法的有效性在以下两个案例研究中得到了证实:(a) 永磁线性同步电机(PMLSM)驱动车辆离合器的控制;(ii) 多自由度(multi-DOF)柔性关节机器人的控制。
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引用次数: 0
Stability analysis of stochastic nonlinear switched systems with time-delay and its application 具有时延的随机非线性开关系统的稳定性分析及其应用
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-04-29 DOI: 10.1002/asjc.3404
Liqiang Yao, Yanna Yin, Likang Feng

This paper studies the stability of stochastic nonlinear time-delay systems with arbitrary switching and its application. A novel Krasovskii-type stability theorem is introduced for stochastic nonlinear systems featuring arbitrary switching and time-delay. Unlike previous results, this stability result removes the restriction that the infinitesimal generator of Lyapunov–Krasovskii functional (i.e., LV$$ mathcal{L}V $$) must be negative definite and allows LV$$ mathcal{L}V $$ to be indefinite. As an application, the tracking control is studied for a class of stochastic switched systems with inverse dynamics and time-delay. The assumption condition imposed on the inverse dynamic subsystem is weaker compared with most of existing findings. Finally, we illustrate the feasibility and effectiveness of proposed control strategy by two simulation examples.

本文研究了具有任意开关的随机非线性时延系统的稳定性及其应用。针对具有任意切换和时延的随机非线性系统,提出了一个新颖的克拉索夫斯基型稳定性定理。与以往的结果不同,该稳定性结果取消了 Lyapunov-Krasovskii 函数(即 LV$$ mathcal{L}V $$)的无穷小生成器必须为负定值的限制,允许 LV$$ mathcal{L}V $$为不定值。作为应用,我们研究了一类具有反动态和时延的随机切换系统的跟踪控制。与大多数现有研究结果相比,对反动态子系统施加的假设条件较弱。最后,我们通过两个仿真实例说明了所提控制策略的可行性和有效性。
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引用次数: 0
Event-triggered secure control under denial-of-service attacks for cyber-physical systems with positive constraint 具有正约束条件的网络物理系统在拒绝服务攻击下的事件触发安全控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-04-28 DOI: 10.1002/asjc.3398
Jiao Liu, Xiaopeng Li, Yixian Liu, Le Kang

This paper investigates the stabilization problem for cyber-physical systems subject to positive constraint and denial-of-service (DoS) attacks using the event-triggered scheme. Unlike traditional modeling of cyber physical systems with DoS attack, this paper establishes a positive switched system model composed of two positive subsystems that according to the DoS attack is active or inactive. Considering the effect of positive constraint and DoS attack, a 1-norm-based event-triggered mechanism is proposed in the sleep interval of DoS attacks. By incorporating switching theory with event-triggered mechanism, the sufficient condition of positive property and exponential stabilization for the considered system is established. Thereafter, the gain matrix of the controller is calculated by matrix decomposition technique. Furthermore, the Zeno behavior is eliminated with a lower bound of the event-triggered interval. Finally, an example is carried out to verify the validity of the theoretical results.

本文利用事件触发方案研究了受到正约束和拒绝服务(DoS)攻击的网络物理系统的稳定问题。与传统的具有 DoS 攻击的网络物理系统模型不同,本文建立了一个由两个正向子系统组成的正向切换系统模型,根据 DoS 攻击的不同,两个正向子系统处于活跃或不活跃状态。考虑到正向约束和 DoS 攻击的影响,本文提出了一种基于 1 规范的 DoS 攻击睡眠间隔事件触发机制。通过将开关理论与事件触发机制相结合,建立了所考虑系统的正特性和指数稳定的充分条件。随后,通过矩阵分解技术计算出控制器的增益矩阵。此外,还利用事件触发区间的下限消除了 Zeno 行为。最后,通过一个实例验证了理论结果的正确性。
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引用次数: 0
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Asian Journal of Control
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