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Model-based event-triggered leaderless consensus control for nonlinear pure-feedback multi-agent systems 非线性纯反馈多代理系统的基于模型的事件触发式无领导共识控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-29 DOI: 10.1002/asjc.3486
Ming-Rui Liu, Li-Bing Wu, Ming Chen, Guo-Fei Cui, Qi Chen

This article investigates a model-based event-triggered adaptive leaderless consensus control problem for one category of nonlinear pure-feedback multi-agent systems (MASs). The implicit function-based median theorem for decoupling is applied to deal with the over-fuzzy as well as feedback linearization issues. The feature extraction approach is introduced to solve the difficulty of unequal dimensionality of variables due to the inter-agents information interaction. Then, by constructing the corresponding adaptive model and utilizing event-based neural network (NN), a novel distributed design methodology for MAS-based control input and agent weight-based dynamic triggering threshold is presented. Through the impulse-based Lyapunov theory analysis, the designed strategy not just guarantees the stability of the proposed system but then also ensures the boundedness of all signals within the closed-loop system. Eventually, after verifying the absence of Zeno behavior and ensuring the achievement of the desired consensus tracking, the usefulness of the developed control scheme is justified by a numerical simulation instance.

摘要 本文研究了一类非线性纯反馈多代理系统(MAS)的基于模型的事件触发自适应无领导共识控制问题。应用基于隐函数的中值定理进行解耦,以解决过度模糊和反馈线性化问题。引入了特征提取方法,以解决因代理间信息交互而导致的变量不等维度的难题。然后,通过构建相应的自适应模型并利用基于事件的神经网络(NN),提出了一种基于 MAS 的控制输入和基于代理权重的动态触发阈值的新型分布式设计方法。通过基于脉冲的 Lyapunov 理论分析,所设计的策略不仅保证了拟议系统的稳定性,还确保了闭环系统内所有信号的有界性。最后,在验证不存在芝诺行为并确保实现所需的共识跟踪后,通过数值模拟实例证明了所开发控制方案的实用性。
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引用次数: 0
Adaptive optimal control strategy of fuel economy for fuel cell battery storage system using in HEV applications 混合动力汽车燃料电池储能系统燃料经济性的自适应优化控制策略
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-29 DOI: 10.1002/asjc.3490
Jiangtao Fu, Yulin Fu, Zhumu Fu, Shuzhong Song

Fuel cell stack (FCS) is a practical power source for new energy vehicle applications, and fuel economy is a problem that many researchers are concerned about. In this paper, an adaptive real-time control strategy aiming at improving fuel efficiency is proposed; the control purpose is to distribute the power requirement between the FCS and the battery to achieve good fuel economy. First, the FCS model is built according to experiment data, and in order to reflect the affection of the temperature to the proposed control strategy, the thermal model of the battery is established. Then the future power requirement is predicted via Bayes inference analysis. Based on the FCS model, the battery model, and the predicted power requirement, the real-time control strategy is designed and solved with minimization principle optimization over the receding horizon. The proposed control strategy is validated both through simulation and hardware-in-loop (Hil) experiments on a 40 kW FCS. The results compared with the rule-based (RB) strategy and the loss minimum strategy (LMS) show that the proposed control strategy can effectively reduce fuel consumption by 4%, and at the same time, it can help extend the life span of the battery by considering the temperature affection.

燃料电池堆(FCS)是新能源汽车应用的实用动力源,而燃料经济性是许多研究人员关注的问题。本文提出了一种旨在提高燃料效率的自适应实时控制策略,其控制目的是在燃料电池堆和电池之间分配功率需求,以实现良好的燃料经济性。首先,根据实验数据建立 FCS 模型,并建立电池热模型,以反映温度对控制策略的影响。然后通过贝叶斯推理分析预测未来的电力需求。根据 FCS 模型、电池模型和预测的功率要求,设计了实时控制策略,并在后退视界范围内采用最小化原则进行优化求解。所提出的控制策略在 40 kW FCS 上通过仿真和硬件在环(Hil)实验进行了验证。与基于规则的策略(RB)和损耗最小策略(LMS)的比较结果表明,所提出的控制策略能有效降低 4% 的燃料消耗,同时还能通过考虑温度变化来延长电池的使用寿命。
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引用次数: 0
Recursive set-membership filtering for two-dimensional shift-varying systems with FlexRay protocol and hybrid cyber attacks 采用 FlexRay 协议和混合网络攻击的二维位移变化系统的递归集合成员过滤
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-29 DOI: 10.1002/asjc.3478
Pan Zhang, Chaoqun Zhu, Zhiwen Wang, Bin Yang

The problem of recursive set-membership filter design for two-dimensional (2-D) systems subject to FlexRay communication protocol and hybrid cyber attacks (HCAs) is investigated in this article. The FlexRay protocol that integrates time-triggered and event-triggered mechanisms and involves a series of pre-defined communication cycles based on bidirectional metrics is developed to alleviate the network bandwidth load. Furthermore, the envisioned system is exposed to false data injection and denial-of-service attacks that occur in a randomized manner. Subsequently, the dynamic filtering error system (FES) subject to bidirectional evolutionary HCAs and FlexRay scheduling protocol is constructed. Then, sufficient conditions are obtained such that the dynamic FES consistently resides within an ellipsoidal set by utilizing double mathematical induction and recursive linear matrix inequalities (RLMIs). Moreover, the optimal filtering algorithm is given by minimizing the ellipsoidal constraints from the perspective of the traces of the matrix. The effectiveness of the presented recursive set-membership filter design approach is validated by a long-distance transmission line example.

本文研究了受 FlexRay 通信协议和混合网络攻击(HCA)影响的二维(2-D)系统的递归集合成员滤波器设计问题。FlexRay 协议集成了时间触发和事件触发机制,并涉及一系列基于双向度量的预定义通信周期,旨在减轻网络带宽负载。此外,设想中的系统还面临着以随机方式发生的虚假数据注入和拒绝服务攻击。随后,构建了受双向演化 HCA 和 FlexRay 调度协议影响的动态过滤错误系统(FES)。然后,利用双重数学归纳法和递归线性矩阵不等式(RLMI),获得了动态 FES 始终位于椭圆形集合内的充分条件。此外,还从矩阵迹线的角度出发,通过最小化椭圆约束给出了最优滤波算法。所提出的递归集成员滤波器设计方法的有效性通过一个长距离输电线路实例得到了验证。
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引用次数: 0
Extended state observer-based trajectory tracking control of a wheeled mobile robot with one unpowered trailer 基于扩展状态观测器的轮式移动机器人轨迹跟踪控制,带一个无动力拖车
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-26 DOI: 10.1002/asjc.3489
Hongjiu Yang, Ran Dang, Peng Li

In this paper, trajectory tracking control is investigated for a wheeled mobile robot with one unpowered trailer using an extended state observer (ESO). The unpowered trailer is added to improve load capacity, which results in a large impact on trajectory tracking as a slow-varying and large disturbance. A backstepping controller is proposed to generate desired velocities in an outer loop of a double closed-loop structure. The ESO is employed in an inner loop to estimate the slow-varying and large disturbance from the unpowered trailer. An integral sliding mode controller is also designed in the inner loop to track the desired velocities from the outer loop. Stability analysis for the ESO, the backstepping controller and the integral sliding mode controller is conducted via Lyapunov methods. Simulation results are provided to show the effectiveness of the trajectory tracking control for a wheeled mobile robot with one unpowered trailer.

本文使用扩展状态观测器(ESO)研究了带一个无动力拖车的轮式移动机器人的轨迹跟踪控制。增加无动力拖车是为了提高负载能力,而无动力拖车作为一个缓慢变化的大扰动会对轨迹跟踪产生很大影响。我们提出了一种反步进控制器,用于在双闭环结构的外环中生成所需的速度。在内环中采用 ESO 来估计来自无动力拖车的慢速变化和大扰动。内环中还设计了一个积分滑动模式控制器,用于跟踪外环中的期望速度。通过 Lyapunov 方法对 ESO、反步控制器和积分滑动模式控制器进行了稳定性分析。仿真结果表明了轨迹跟踪控制对于带一个无动力拖车的轮式移动机器人的有效性。
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引用次数: 0
Adaptive fault-tolerant control for air cushion vehicle with fixed-time convergence 具有固定时间收敛性的气垫车自适应容错控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-22 DOI: 10.1002/asjc.3452
Bai Dan, Fu Mingyu, Deng Hanbo, Wang Qiusu

This paper proposes a fixed-time convergence adaptive sliding mode fault-tolerant controller (ASFTC) to address the air cushion vehicle (ACV) trajectory tracking problem under unknown environmental disturbances and actuator faults. The introduced method enhances the robustness and reduces the chattering of the controller, by proposing an initial state-independent fixed-time convergence method combined with a global sliding mode surface which has the advantage of quickly reaching the “sliding mode”. The model knowledge neural network (MKNN) method is employed to eliminate uncertain parameter effects, and it adjusts disturbance and fault estimates in real time based on tracking errors without the need for upper-bound disturbance information and additional observer compensation. Finally, simulations validate the effectiveness of the proposed adaptive fault-tolerant control system.

本文提出了一种固定时间收敛自适应滑模容错控制器(ASFTC),以解决未知环境干扰和执行器故障下的气垫车(ACV)轨迹跟踪问题。引入的方法通过提出一种与初始状态无关的固定时间收敛方法,结合具有快速达到 "滑动模式 "优势的全局滑动模式曲面,增强了控制器的鲁棒性并减少了颤振。采用模型知识神经网络(MKNN)方法消除不确定参数的影响,并根据跟踪误差实时调整扰动和故障估计,而无需上界扰动信息和额外的观测器补偿。最后,模拟验证了所提出的自适应容错控制系统的有效性。
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引用次数: 0
Adaptive learning control for group consensus tracking of discrete nonlinear multiagent systems 离散非线性多代理系统群体共识跟踪的自适应学习控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-15 DOI: 10.1002/asjc.3477
Qianhui Gao, Jinsha Li, Junmin Li

In this article, we explore the group output tracking consensus problem for discrete-time strict-feedback n$$ n $$-order nonlinear multiagent systems that run repeatedly on finite time {0,,T}$$ left{0,dots, Tright} $$. A novel distributed adaptive iterative learning group consensus protocol is designed, which consists of two main components. The first component is based on time-varying neural networks, which is used to approximate the unknown nonlinear function in the n$$ n $$-step ahead predictor. In general, not all followers can access the information regarding the leader, which complicates the design of iterative learning protocols for MASs. Therefore, the second component of the protocol addresses this challenge by treating the leader's output as a time-varying parameter and designing a time-varying auxiliary term to compensate the leader's output information. Parameter updating laws and initial state learning laws are also proposed via the cooperative-competitive relationship between the agents. We demonstrate the group consensus with sufficient small errors can be achieved at time {n,,T}$$ left{n,dots, Tright} $$, as the number of iterations proceed to infinity. Then, the results are extended to the case of multisubgroups and multileaders. Finally, two simulations validate the findings of this article.

本文探讨了在有限时间内重复运行的离散-时严格反馈-阶非线性多代理系统的群体输出跟踪共识问题。我们设计了一种新颖的分布式自适应迭代学习小组共识协议,它由两个主要部分组成。第一个部分基于时变神经网络,用于近似超前预测器中的未知非线性函数。一般来说,并非所有追随者都能获取领导者的信息,这使得 MAS 的迭代学习协议设计变得复杂。因此,协议的第二部分将领导者的输出视为时变参数,并设计一个时变辅助项来补偿领导者的输出信息,从而解决了这一难题。我们还通过代理之间的合作竞争关系提出了参数更新法则和初始状态学习法则。然后,我们将结果扩展到多分组和多领导的情况。最后,两个模拟验证了本文的结论。
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引用次数: 0
Discrete-time Pontryagin maximum principle under rate constraints: Necessary conditions for optimality 速率约束下的离散时间庞特里亚金最大原则:最优化的必要条件
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-15 DOI: 10.1002/asjc.3482
Siddhartha Ganguly, Souvik Das, Debasish Chatterjee, Ravi Banavar

Limited bandwidth and limited saturation in actuators are practical concerns in control systems. Mathematically, these limitations manifest as constraints imposed on the control actions, their rates of change, and, more generally, the global behavior of their paths. While the problem of actuator saturation has been studied extensively, little attention has been devoted to the problem of actuators having limited bandwidth. While attempts have been made in the direction of incorporating frequency constraints on state-action trajectories before, rate constraints on the control at the design stage have not been studied extensively in the discrete-time regime. This article contributes toward filling this lacuna: We establish a new discrete-time Pontryagin maximum principle with rate constraints imposed on the control trajectories and derive first-order necessary conditions for optimality. A brief discussion on the existence of optimal control is also included.

摘要 执行器的有限带宽和有限饱和度是控制系统中的实际问题。从数学角度看,这些限制表现为对控制动作、其变化率以及更广泛意义上的路径全局行为施加的约束。虽然对执行器饱和问题进行了广泛研究,但很少有人关注执行器带宽有限的问题。虽然以前曾尝试过在状态-动作轨迹中加入频率约束,但在离散时间机制中,设计阶段的控制速率约束尚未得到广泛研究。本文有助于填补这一空白:我们建立了一个新的离散时间庞特里亚金最大原理,对控制轨迹施加速率约束,并推导出最优的一阶必要条件。文章还简要讨论了最优控制的存在性。
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引用次数: 0
Stability analysis of polynomials with an approach of differential topology 用微分拓扑学方法分析多项式的稳定性
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-14 DOI: 10.1002/asjc.3476
Eleazar López-Flores, Baltazar Aguirre-Hernández, Martín Eduardo Frías-Armenta

In this paper, we study the Hurwitz stability of polynomials. By considering that a 2m$$ 2m- $$degree Hurwitz polynomial has its corresponding Markov parameters, we define the set Hankel2m$$ {Hankel}_{2m} $$ in Section 3, we also define Hankel2m1$$ {Hankel}_{2m-1} $$. Based on properties of the Hankel matrices and the stability test, as well as by using ideas of differential topology, we show that Hankel2m$$ {Hankel}_{2m} $$ is a fiber bundle with a Hankel2m1$$ {Hankel}_{2m-1} $$ base. This result allows us to obtain an interesting application: Given a Hurwitz polynomial, we can generate two families of positive definite Hankel matrices.

摘要本文研究了多项式的赫维兹稳定性。通过考虑度 Hurwitz 多项式有其相应的马尔可夫参数,我们在第 3 节中定义了集合,还定义了 .基于汉克尔矩阵的性质和稳定性检验,并利用微分拓扑学的思想,我们证明了 是一个有底的纤维束。这一结果让我们获得了一个有趣的应用:给定一个赫尔维茨多项式,我们可以生成两个正定汉克尔矩阵族。
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引用次数: 0
Hidden Markov model-based filtering for 2-D Markov jump Roesser systems subject to analog fading channels 基于隐马尔可夫模型的二维马尔可夫跃迁 Roesser 系统模拟衰减信道滤波技术
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-11 DOI: 10.1002/asjc.3479
Zhenghao Ni, Feng Li, Lei Su, Xihong Fei, Jing Wang

This article considers the filtering problem for 2-D Markov jump Roesser systems, in which the measurement signal is transmitted via analog fading channels. The time-varying amplitude attenuation of the analog fading channels is described by the fading gain modeled as a random variable. The hidden Markov model is used to deal with the mode mismatch phenomenon between the plant and the filter, then a full-order asynchronous filter is designed for 2-D Markov jump Roesser systems under analog fading channels. The purpose is to introduce a filter to guarantee that the filtering error system is not only asymptotically mean square stable, but also satisfies the H$$ {mathcal{H}}_{infty } $$ disturbance attenuation performance. An improved decoupling method is proposed to acquire the 2-D filter parameters such that the conservatism of the 2-D filter designed law can be effectively reduced. Finally, a verification example and Darboux equation are given to illustrate the validity of the introduced asynchronous filter design law.

本文探讨了二维马尔可夫跃迁罗塞系统的滤波问题,其中测量信号通过模拟衰减信道传输。模拟衰减信道的时变振幅衰减由模拟为随机变量的衰减增益来描述。利用隐马尔可夫模型来处理工厂和滤波器之间的模式失配现象,然后为模拟衰落信道下的二维马尔可夫跃迁罗塞尔系统设计了一个全阶异步滤波器。目的是引入一种滤波器,保证滤波误差系统不仅渐近均方稳定,而且满足扰动衰减性能。此外,还提出了一种改进的解耦方法来获取二维滤波器参数,从而有效降低二维滤波器设计规律的保守性。最后,给出了一个验证实例和 Darboux 方程,以说明所引入的异步滤波器设计法的有效性。
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引用次数: 0
Super twisting controller using proportional integral-based sliding surface for buck converter with disturbances 使用基于比例积分的滑动面的超级扭转控制器用于有干扰的降压转换器
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-01 DOI: 10.1002/asjc.3474
Ferhat Bodur, Orhan Kaplan

This paper proposes a super-twisting controller based on a PI-based surface for a buck converter with matched disturbance. Standard sliding mode control (SMC) has some well-known drawbacks: the chattering effect and parameter restriction, which determines how quickly the controller accesses the sliding surface and the steady-state error. First, the super-twisting algorithm is employed in the control rule of the proposed controller to suppress the chattering effect. Then, parameter limitation, another deficiency of the SMC, has been eliminated by employing a PI-based surface. The PI-based surface also improves the controller's adjustment parameters by developing adaptability in parameter choices. The buck converter's dynamic response is enhanced by the addition of a novel parameter to the sliding surface of the suggested controller. Furthermore, Lyapunov stability analysis is described in order to evaluate the theoretical stability of the proposed controller. The efficacy of the suggested controller has been demonstrated through an array of simulations and an experimental configuration across various evaluation conditions. The simulation and experimental results show that the reference-tracking capability is effective in the presence of disturbances. Furthermore, the proposed switching rule effectively eliminates the chattering effect. The suggested controller outperforms existing techniques in terms of both dynamic performance and disturbance robustness.

本文针对具有匹配干扰的降压转换器,提出了一种基于 PI 表面的超扭曲控制器。标准滑模控制(SMC)存在一些众所周知的缺点:颤振效应和参数限制,参数限制决定了控制器进入滑动面的速度和稳态误差。首先,在拟议控制器的控制规则中采用了超扭曲算法来抑制颤振效应。然后,通过采用基于 PI 的曲面,消除了 SMC 的另一个不足--参数限制。基于 PI 的曲面还通过开发参数选择的适应性来改进控制器的调节参数。通过在建议控制器的滑动面上添加一个新参数,降压转换器的动态响应得到了增强。此外,还介绍了 Lyapunov 稳定性分析,以评估建议控制器的理论稳定性。通过一系列模拟和各种评估条件下的实验配置,证明了建议控制器的功效。仿真和实验结果表明,在存在干扰的情况下,参考跟踪能力是有效的。此外,建议的开关规则还能有效消除颤振效应。建议的控制器在动态性能和干扰鲁棒性方面都优于现有技术。
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引用次数: 0
期刊
Asian Journal of Control
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