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A learning-based hierarchical energy management control strategy for hybrid electric vehicles 基于学习的混合动力汽车分层能量管理控制策略
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-08 DOI: 10.1049/cth2.12749
Yanfang Chen, Xuefang Li

In this work, a novel energy management control framework is developed for hybrid electric vehicles (HEVs) driving in car-following scenarios. In order to enhance the energy efficiency while maintaining the driving safety, a hierarchical control approach consisting of an upper level speed tracking control scheme and a lower level energy management control strategy is proposed. For the upper level tracking control system, an iterative learning model predictive control (ILMPC) scheme is developed to guarantee the tracking performance and the driving safety simultaneously. Additionally, a model predictive control (MPC) algorithm is adopted at the lower level to optimize the torque distribution in real-time based on the driving cycles generated by the upper level control system. With the proposed hierarchical control framework, HEVs are able to improve the energy efficiency significantly by taking the advantages of the operational repeatability. The convergence of the proposed control strategy is analyzed rigorously, and its effectiveness is illustrated through numerical simulations.

本文针对混合动力汽车在汽车跟随场景下的行驶,开发了一种新的能量管理控制框架。为了在保证行车安全的同时提高能效,提出了一种由上层速度跟踪控制和下层能量管理控制组成的分层控制方法。针对上层跟踪控制系统,提出了一种迭代学习模型预测控制(ILMPC)方案,同时保证了跟踪性能和行驶安全。下层采用模型预测控制(MPC)算法,根据上层控制系统产生的驱动周期实时优化转矩分配。在提出的分层控制框架下,混合动力汽车能够利用运行可重复性的优势,显著提高能源效率。严格分析了该控制策略的收敛性,并通过数值仿真验证了其有效性。
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引用次数: 0
Novel design method for cascade control structure of electric drives: Closed-form expressions for control gains via pole placement 电力驱动装置级联控制结构的新型设计方法:通过极点布置获得控制增益的闭式表达式
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-07 DOI: 10.1049/cth2.12747
Csaba Budai, Tamás Tóth-Katona, Péter Stumpf

Cascade control structures with inner current and outer speed loop, usually utilizing PI controllers, are widely used for electrical drives to meet high-quality requirements. The present paper introduces design guidelines via pole placement for achieving control gains both in continuous and discrete time preserving the original cascade control structure with the initially applied controllers. This paper also presents an additional prefilter design to eliminate the undesirable effect of the reference integrals. The paper presents closed-form expressions for the control gains as the function of desired damping ratios, the natural angular frequency of the control loop, and machine parameters to achieve the desired system dynamics. The proposed design methodology is demonstrated on brushed DC and permanent magnet synchronous machines.

通常使用 PI 控制器的电流内环和速度外环级联控制结构被广泛用于电气传动,以满足高质量要求。本文介绍了通过极点放置实现连续和离散时间控制增益的设计准则,通过最初应用的控制器保留了原始级联控制结构。本文还介绍了一种额外的预滤波器设计,以消除参考积分的不良影响。本文提出了控制增益的闭式表达式,它是所需阻尼比、控制环自然角频率和机器参数的函数,以实现所需的系统动态。本文在有刷直流电机和永磁同步电机上演示了所提出的设计方法。
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引用次数: 0
Precise orientation control of gimbals with parametric variations using model reference adaptive controller 利用模型参考自适应控制器对有参数变化的万向节进行精确定位控制
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-03 DOI: 10.1049/cth2.12745
Ömer Çakmak, Erdinç Altuğ

This study focuses on a model reference adaptive control method that ensures identical orientation outputs for different prototypes of a two-axis gimbal produced in mass production. In this method, unlike traditional MRAC structures, an MRAC structure is used in conjunction with state feedback control. First, the reasons for the need for an adaptation mechanism in gimbals and why Model Reference Adaptive Control (MRAC) alone won't be sufficient have been discussed. In the first section, various applications of MRAC have also been mentioned. Then, the mathematical foundation of the model reference adaptive controller used in this study is elaborately explained, followed by stability analyses. In the next step, an ideal reference model exhibiting desired behavior and a real system model with different dynamics are created in a simulation environment. This allows a comparison of the adaptation capabilities of only MRAC and MRAC+State Feedback controllers. Based on the information gathered in this section, the recommended approach in the article is tested on a real gimbal system, and the results are shared. The obtained results demonstrate that the MRAC+State Feedback control structure significantly reduces the error in the gimbal's orientation response compared to the reference model.

本研究的重点是一种模型参考自适应控制方法,该方法可确保批量生产的双轴万向节的不同原型具有相同的方向输出。在该方法中,与传统的 MRAC 结构不同,MRAC 结构与状态反馈控制结合使用。首先,我们讨论了万向节需要自适应机制的原因,以及为什么仅有模型参考自适应控制(MRAC)是不够的。第一部分还提到了 MRAC 的各种应用。然后,详细解释了本研究中使用的模型参考自适应控制器的数学基础,随后进行了稳定性分析。下一步,将在仿真环境中创建一个表现出理想行为的理想参考模型和一个具有不同动态特性的真实系统模型。这样就可以比较 MRAC 控制器和 MRAC+ 状态反馈控制器的适应能力。基于本节收集的信息,本文推荐的方法在真实万向节系统上进行了测试,并分享了测试结果。结果表明,与参考模型相比,MRAC+状态反馈控制结构可显著减少万向节方向响应的误差。
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引用次数: 0
Sliding mode control to stabilization of coupled time fractional parabolic PDEs subject to disturbances 滑模控制以稳定受干扰的耦合时间分数抛物 PDEs
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-02 DOI: 10.1049/cth2.12743
Jiake Sun, Junmin Wang, Hanwen Zhang

In this article, the stabilization of coupled time fractional parabolic partial differential equations subject to external disturbances is investigated. By using sliding mode control method and backstepping approach, a boundary state feedback controller is designed to reject the matched disturbance and achieve the Mittag-Leffler input-to-state stability of closed-loop system. The existence of the generalized solution to the closed-loop system is proven by Galerkin approximation scheme. Simulations are presented to illustrate the validity of our theoretical results.

本文研究了受外部扰动影响的耦合时分数抛物线偏微分方程的稳定问题。通过使用滑模控制方法和反步法,设计了一个边界状态反馈控制器来拒绝匹配干扰并实现闭环系统的 Mittag-Leffler 输入到状态稳定性。通过 Galerkin 近似方案证明了闭环系统广义解的存在性。仿真结果说明了理论结果的正确性。
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引用次数: 0
Fault-tolerant formation control of multi-agent systems with multiple leaders based on intermediate variable estimator 基于中间变量估计器的多领导多代理系统容错编队控制
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-23 DOI: 10.1049/cth2.12737
Jiantao Shi, Shuangqing Xing, Wenli Zhang, Anning Liu, Chuang Chen

This article investigates the distributed fault-tolerant formation control problem of a multi-leader system with process faults and system uncertainties. This study guarantees all the followers to achieve a specified time-varying formation and track the combination of multiple leaders. By treating faults as a special type of states, an enhanced system is constructed. Furthermore, an intermediate variable observer is designed, but the observer matching condition is not necessary. The observer is used to estimate faults and system uncertainties, for reconstructing the formation controller. The observer gains are determined by solving linear matrix inequalities. Subsequently, controller gains are designed based on Lyapunov theorem and adaptive techniques. Finally, the proposed method is verified through a simulation example.

本文研究了具有过程故障和系统不确定性的多领导系统的分布式容错编队控制问题。该研究保证所有跟随者实现指定的时变编队,并跟踪多个领导者的组合。通过将故障视为一种特殊类型的状态,构建了一个增强型系统。此外,还设计了一个中间变量观测器,但观测器匹配条件并非必要。观测器用于估计故障和系统不确定性,以重建编队控制器。观测器增益通过求解线性矩阵不等式确定。随后,根据 Lyapunov 定理和自适应技术设计控制器增益。最后,通过一个仿真实例验证了所提出的方法。
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引用次数: 0
Cloud-based DMPC structure for velocity consensus and lane following of heterogeneous automated vehicles 基于云的 DMPC 结构,用于异构自动驾驶车辆的速度共识和车道跟随
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-19 DOI: 10.1049/cth2.12739
Ali Karami Ghanavati, Ali Akbar Safavi, Mohammad Shakerpour

This paper investigates the challenges associated with the velocity consensus and the lane following in heterogeneous automated vehicles considered as agents of a multi agent system. A cloud-based distributed model predictive control structure is proposed to address the distributed intrinsic of such systems. Moreover, for situations that the cloud-based control signal is not reachable, backup controllers based on explicit distributed model predictive control are developed. The proposed cloud-based controller is implemented in the Amazon cloud servers to show the practicality of the proposed approach. Simulation results are presented to demonstrate the effectiveness of our methodology in terms of handling practical limitations of connected and automated vehicles.

本文研究了作为多代理系统代理的异构自动驾驶车辆在速度共识和车道跟随方面所面临的挑战。本文提出了一种基于云的分布式模型预测控制结构,以解决此类系统的分布式固有问题。此外,针对基于云的控制信号无法到达的情况,还开发了基于显式分布式模型预测控制的备用控制器。在亚马逊云服务器中实现了所提出的基于云的控制器,以展示所提方法的实用性。仿真结果展示了我们的方法在处理互联和自动驾驶车辆的实际限制方面的有效性。
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引用次数: 0
Minimal-cost route planning via Fibonacci-heap-typed data structure 通过斐波那契堆类型数据结构进行最小成本路线规划
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-08 DOI: 10.1049/cth2.12735
Wangjia Zhan, Haohao Qiu, Bo Min, Lin Lin

Efficient route planning in transportation networks, particularly under stochastic conditions like severe weather (i.e. snow or hail), poses a significant computational challenge. This article addresses this challenge by modeling the route planning problem as a Markov decision process (MDP) problem, establishing reachability criteria, and identifying the minimum-weight arborescence in the directed graph. To achieve this, the reachability determination algorithm is designed to assess the courier company's reachability to all junctions based on the queue-typed data structure and breadth-first search idea. Subsequently, the minimal-cost route planning algorithm is developed to find a feasible transport route with the minimal cost of clearing obstacles by resorting to the Edmonds' algorithm and some feasible data structures. In particular, the article introduces a Fibonacci-heap-typed data structure to the minimal-cost route planning algorithm, resulting in a remarkable reduction of the time complexity from O(mn)$O(mn)$ to O(m+nlogn)$O(m + nlog n)$, where m$m$ and n$n$ represent the cardinalities of the arc set and nodeset, respectively. Ultimately, the proposed method is applied to optimize route planning in a transportation network, providing a cost-efficient solution for logistics and transportation planning.

交通网络中的高效路线规划,尤其是在恶劣天气(如大雪或冰雹)等随机条件下的路线规划,是一项重大的计算挑战。本文通过将路线规划问题建模为马尔可夫决策过程(MDP)问题、建立可达性标准以及确定有向图中的最小权重树枝来应对这一挑战。为此,设计了可达性确定算法,根据队列类型数据结构和广度优先搜索思想,评估快递公司到达所有路口的可达性。随后,利用埃德蒙兹算法和一些可行的数据结构,开发了最小成本路线规划算法,以最小的清障成本找到可行的运输路线。其中,m $m$和n $n$分别代表弧集和节点集的心数。最终,提出的方法被应用于优化运输网络中的路线规划,为物流和运输规划提供了一种经济高效的解决方案。
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引用次数: 0
Stability of networked evolutionary games with payoff perturbation 具有报酬扰动的网络演化博弈的稳定性
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-06 DOI: 10.1049/cth2.12741
Ziyun Wang, Xiaoyu Zhao, Shihua Fu

In networked evolutionary games (NEGs), some elements in the payoff matrix of players may change due to environmental factors. In this article, the stability of NEGs with payoff perturbation is studied using the semi-tensor product (STP) of matrices, and some new results are given. First, the perturbation of a column of the payoff matrix is considered, and a necessary and sufficient condition to ensure that the transition matrix of the profiles evolution dynamics to remain unchanged is provided. Second, the case that multiple columns of the game profile transition matrix are perturbed is investigated, and a necessary and sufficient condition for the stability of the NEGs is proposed. Finally, the validity of the results is illustrated by an example.

在网络演化博弈(NEGs)中,博弈者报酬矩阵中的某些元素可能会因环境因素而发生变化。本文利用矩阵的半张量积(STP)研究了具有报酬扰动的 NEG 的稳定性,并给出了一些新结果。首先,考虑了报酬矩阵一列的扰动,并提供了确保轮廓演化动态过渡矩阵保持不变的必要条件和充分条件。其次,研究了博弈剖面过渡矩阵的多列被扰动的情况,并提出了一个必要且充分的条件来确保 NEGs 的稳定性。最后,通过一个例子说明了结果的有效性。
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引用次数: 0
Finite-time H ∞ ${{H}_infty }$ fault detection for large-scale power system via Markov jumping mechanism 基于马尔可夫跳变机制的大型电力系统有限时间H∞故障检测${{H}_infty }$
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-05 DOI: 10.1049/cth2.12732
Xunting Wang, Bin Xu, Jinjin Ding, Chengcheng Ren, Qian Zhang

This paper investigates the finite-time H${{H}_infty }$ fault detection problem for large-scale power systems via the Markov jumping mechanism subject to unknown disturbances. The novel power system is described by a large-scale system model, and the residual dynamic properties of unknown input signals and fault signals, including unknown disturbances and modelling errors, are obtained by reconstructing the system. Then, the energy norm indicators of the residual disturbance signal and fault signal are, respectively, selected to reflect their suppression effect on disturbance and sensitivity to faults. Moreover, the design of a fault detection observer is formulated as an optimisation problem. Based on Lyapunov theory and linear matrix inequalities (LMI), sufficient conditions for the designed fault detection observer solutions are given, and an optimisation design method is provided. Finally, the simulation results show that the optimised observer can detect the fault signal effectively and can contain the effect of unknown disturbances on the residuals within a given range when a fault occurs.

研究了基于马尔可夫跳变机制的大型电力系统有限时间H∞${{H}_infty }$故障检测问题。采用大尺度系统模型对新型电力系统进行描述,通过重构得到未知输入信号和故障信号的剩余动态特性,包括未知干扰和建模误差。然后,分别选取残余扰动信号和故障信号的能量范数指标,以反映其对扰动的抑制效果和对故障的敏感性。此外,故障检测观测器的设计被表述为一个优化问题。基于李雅普诺夫理论和线性矩阵不等式(LMI),给出了设计的故障检测观测器解的充分条件,并给出了一种优化设计方法。仿真结果表明,优化后的观测器能有效地检测出故障信号,并能在给定范围内抑制未知干扰对残差的影响。
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引用次数: 0
Event-triggered anti-disturbance control for switched singular systems based on the uncertainty and disturbance estimator 基于不确定性和扰动估计的开关奇异系统事件触发抗干扰控制
IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-03 DOI: 10.1049/cth2.12734
Anqing Yang, Shuping Ma

This article studies the event-triggered anti-disturbance control problem for switched singular systems (SSSs) based on the uncertainty and disturbance estimator (UDE). First, a composite controller consisting of feedback control and anti-disturbance control based on UDE is proposed. By constructing the multiple Lyapunov functions and using the average dwell time (ADT) method, sufficient conditions are given to ensure that the closed-loop system is regular, impulse-free and globally uniformly asymptotically stable (GUAS). Further, in order to save resources, the event-triggered control method is introduced into the feedback control, and a novel hybrid event-triggered mechanism (ETM) is proposed, which guarantees that asynchronous switching and Zeno behavior are excluded. And the solvable conditions in terms of linear matrix inequalities (LMIs) are given. Finally, the validity of the proposed results is verified by the simulations.

研究了基于不确定性和扰动估计的切换奇异系统的事件触发抗干扰问题。首先,提出了一种基于UDE的反馈控制与抗干扰控制相结合的复合控制器。通过构造多个Lyapunov函数并采用平均停留时间(ADT)方法,给出了闭环系统是正则、无脉冲和全局一致渐近稳定的充分条件。为了节省资源,在反馈控制中引入了事件触发控制方法,提出了一种新的混合事件触发机制(ETM),保证了异步切换和Zeno行为的排除。并给出了线性矩阵不等式的可解条件。最后,通过仿真验证了所提结果的有效性。
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引用次数: 0
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IET Control Theory and Applications
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