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Delayed teleoperated robotic eye surgical system; controller design and real-time experiments 延迟远程操作机器人眼外科系统;控制器设计及实时实验
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-03-10 DOI: 10.1049/cth2.70003
Ali Soltani Sharif Abadi, Andrzej Ordys, Barbara Pierscionek, Pooyan Alinaghi Hosseinabadi, Ryszard Kowalik, Yasser Ibraheem Abdullah

A suitable control system is a key challenge in robotic eye surgery. This paper presents a novel control system to address the selected scenario of procedures in robotic eye surgery. A teleoperated eye surgical system may have a time delay in sending and receiving data from two general master and slave parts. In this case, the system is called delayed teleoperated robotic eye surgical system. A novel observer-based controller has been designed in this paper to control the delayed teleoperated robotic eye surgical system, considering all the possible control problems during robotic eye surgery. The real-time experimental results show the power of the designed control system which considers the required conditions for robotic eye surgery and presents results that mimic the real application by defining two scenarios.

合适的控制系统是机器人眼科手术的关键挑战。本文提出了一种新的控制系统,以解决机器人眼科手术过程的选择场景。一种远程操作的眼科手术系统在从两个一般主部件和从部件发送和接收数据时可具有时间延迟。在这种情况下,该系统被称为延迟远程操作机器人眼科手术系统。考虑到机器人眼手术过程中可能出现的控制问题,设计了一种基于观测器的延迟远程操作机器人眼手术系统控制器。实时实验结果显示了所设计的控制系统的强大功能,该系统考虑了机器人眼科手术所需的条件,并通过定义两种场景来模拟实际应用。
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引用次数: 0
Design of an Improved Robust Fractional-Order PID Controller for Buck–Boost Converter using Snake Optimization Algorithm 基于Snake优化算法的Buck-Boost变换器改进鲁棒分数阶PID控制器设计
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-03-07 DOI: 10.1049/cth2.70008
Seyyed Morteza Ghamari, Hasan Molaee, Mehrdad Ghahramani, Daryoush Habibi, Asma Aziz

With the increasing complexity of modern power systems, effective control of DC–DC converters has become crucial to ensure stability and efficiency. This paper focuses on optimizing the parameters of a known fractional-order proportional–integral–derivative (FOPID) controller for the control of a DC–DC buck–boost converter. The control of a DC–DC buck–boost converter is achieved using aFOPID approach. The gains of this technique have been enhanced utilizing the snake optimization (SO) algorithm. This converter exhibits unfavourable behaviour due to its non-minimum structure, necessitating a well-regulated controller to guarantee stability. The fractional concept is suggested here to enhance the dynamics of the classical PID controller, leveraging its simplicity and minimizing computational load in real-time applications. The fractional idea is an advantageous method that offers several benefits, such as reduced overshoot and settling time, enhanced frequency response, non-integer order dynamics, and, more importantly, higher robustness to noise and parametric variation. Despite the advantages reported by this control technique, a proper gain tuning is needed to enhance its dynamical performance and decrease its sensitivity to error. Thus, a modern algorithm known as SO tunes the values of the gains in the controller to affect the efficiency of this method. This algorithm is a novel strategy with numerous merits compared to others, using its bi-directional search and elite opposition-based learning strategies. The SO algorithm and its variants offer a promising alternative for solving optimization problems, combining efficiency, adaptability, and competitive performance. The contribution of this work lies in utilizing the SO algorithm to enhance the performance of the FOPID controller, enabling faster convergence and improved stability under varying operating conditions. The proposed approach is validated through both simulation and hardware-in-loop experiments, demonstrating superior performance compared to conventional control methods.

随着现代电力系统的日益复杂,有效控制DC-DC变换器已成为保证系统稳定性和效率的关键。本文研究了一种已知分数阶比例-积分-导数(FOPID)控制器的参数优化问题,用于DC-DC降压-升压变换器的控制。采用aFOPID方法实现了DC-DC降压升压变换器的控制。利用蛇形优化(SO)算法增强了该技术的增益。这种变换器由于其非最小结构而表现出不利的行为,需要一个良好调节的控制器来保证稳定性。本文建议采用分数概念来增强经典PID控制器的动态特性,利用其简单性并在实时应用中最大限度地减少计算负荷。分数思想是一种有利的方法,它提供了几个好处,例如减少超调和稳定时间,增强频率响应,非整数阶动力学,更重要的是,对噪声和参数变化具有更高的鲁棒性。尽管该控制技术具有许多优点,但需要适当的增益调谐来提高其动态性能并降低其对误差的敏感性。因此,一种称为SO的现代算法可以调整控制器中增益的值来影响该方法的效率。该算法利用双向搜索和基于精英对立的学习策略,是一种新颖的算法,与其他算法相比具有许多优点。SO算法及其变体为解决优化问题提供了一种有希望的替代方案,结合了效率、适应性和竞争性能。这项工作的贡献在于利用SO算法来提高FOPID控制器的性能,使其在不同的工作条件下能够更快地收敛并提高稳定性。通过仿真和硬件在环实验验证了该方法的有效性,与传统控制方法相比,该方法具有优越的性能。
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引用次数: 0
Quasi-bipartite synchronization for delayed coupled inertial neural networks having cooperative and competitive communication via pinning control strategy 具有合作和竞争通信的延迟耦合惯性神经网络的准二部同步
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-03-05 DOI: 10.1049/cth2.12780
Chesintha Chenthamarakshan, Soundararajan Ganesan, Kathiresan Sivakumar, Ardak Kashkynbayev

This study concentrates on achieving quasi-bipartite synchronization within signed coupled inertial neural networks featuring time-varying delays. The pinning controller technique addresses this problem within a structure incorporating cooperative and competitive interaction among the nodes. With the structurally balanced networks, some linear matrix inequality based sufficient conditions are derived for both reduced and non-reduced order methods with the help of Lyapunov–Krasovskii functional to achieve the quasi-bipartite pinning synchronization criterion. Further, the error bound is derived analytically for the leader–follower representation of the signed coupled inertial neural network model. At last, a numerical simulation result is provided to verify the correctness of the established theoretical results.

本研究集中在时变时滞的符号耦合惯性神经网络中实现准二部同步。固定控制器技术在节点之间结合合作和竞争交互的结构中解决了这个问题。利用结构平衡网络,利用Lyapunov-Krasovskii泛函,导出了一些基于线性矩阵不等式的降阶和非降阶方法的充分条件,以实现准二部钉住同步判据。进一步,对有符号耦合惯性神经网络模型的leader-follower表示进行了误差界的解析推导。最后给出了数值仿真结果,验证了所建立理论结果的正确性。
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引用次数: 0
Robust Distributed Fault Estimation in Disturbed Uncertain Interconnected Systems With Time-Varying Delays 时变时滞扰动不确定互联系统的鲁棒分布式故障估计
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-03-04 DOI: 10.1049/cth2.70005
Zahra Shams, Mehdi Rahmani

This paper proposes a new distributed fault estimation method based on the L1$mathcal {L}_1$ performance, along with its circuit implementation. In order to achieve this objective, the paper begins by offering a thorough model of interconnected systems with time-varying delays, which incorporates multiple faults, input/output disturbances, and uncertainties. Next, a set of L1$mathcal {L}_1$ distributed estimators is designed to simultaneously estimate the states of the system as well as different types of faults including actuator and sensor faults within all subsystems. This observer is robust against disturbances, uncertainties, and time-varying communication delays. To this end, sufficient conditions are formulated as linear matrix inequalities to ensure that the dynamics related to estimation errors remain robustly stable and also attenuate disturbances. The estimation accuracy and robustness of the proposed approach are studied by an illustrative example. Furthermore, its effectiveness and superior performance are confirmed by comparison with the related methods in the literature. Additionally, the circuit implementations of the system and the suggested estimator are presented for practical applications.

本文提出了一种基于L $mathcal {L}_1$性能的分布式故障估计方法,并给出了其电路实现。为了实现这一目标,本文首先提供了一个具有时变延迟的互联系统的完整模型,该模型包含多个故障,输入/输出干扰和不确定性。其次,设计了一组L 1$ mathcal {L}_1$分布式估计器,用于同时估计系统的状态以及所有子系统中不同类型的故障,包括执行器和传感器故障。该观测器对干扰、不确定性和时变通信延迟具有鲁棒性。为此,将充分条件表述为线性矩阵不等式,以确保与估计误差相关的动力学保持鲁棒稳定并减弱干扰。通过算例研究了该方法的估计精度和鲁棒性。通过与文献中相关方法的比较,证实了该方法的有效性和优越性。此外,还给出了系统的电路实现和建议的估计器,以供实际应用。
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引用次数: 0
A Finite-Time Non-Singular Fast Terminal Sliding Mode Control of Wheeled Mobile Robots With Prescribed Performance 具有规定性能的轮式移动机器人有限时间非奇异快速终端滑模控制
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-28 DOI: 10.1049/cth2.70013
Van-Cuong Nguyen, Mai The Vu, Seong Han Kim

Wheeled mobile robots (WMRs) have become increasingly vital role in modern industries. This research proposes a novel finite-time prescribed performance sliding mode control (SMC) algorithm for the trajectory tracking of WMRs under effects of wheel slipping, wheel skidding, and external disturbances. The proposed approach consists of two key components. First, a novel sliding surface is proposed based on a prescribed performance function (PPF) and a non-singular fast terminal sliding function (NFTSF), referred to as PP-NFTSF. The proposed PP-NFTSF ensures that tracking errors converge to zero in finite time, while the PPF and a transformed error function ensure stability throughout the robot's operation by maintaining error states within predefined bounds. This framework ensures boundaries around zero, thus guaranteeing that the position tracking error will be zero when the transformed error reaches zero. Second, a novel finite-time non-singular fast terminal SMC (NFTSMC) law with prescribed performance tracking errors, referred to as FPP-NFTSMC, is proposed. This control law incorporates a second-order algorithm to generate a continuous control signal, effectively minimizing the chattering phenomenon of SMC. Overall, the proposed control method maintains all the advantages of PPF, NFTSMC, and the second-order algorithm, achieving high position tracking performance, decreasing the chattering phenomenon, obtaining finite-time convergence, guaranteeing tracking error within the boundary of the PPF, and robustness. To illustrate the stability and finite-time convergence of the WMR systems, a proof using the Lyapunov stability theory is performed. The effectiveness of the proposed control method is validated using two working scenarios: tracking straight and U-shaped trajectories for a 4-WMR.

轮式移动机器人在现代工业中发挥着越来越重要的作用。针对车轮打滑、车轮打滑和外界干扰的影响,提出了一种新的有限时间规定性能滑模控制(SMC)算法。建议的方法由两个关键部分组成。首先,提出了一种基于规定性能函数(PPF)和非奇异快速终端滑动函数(NFTSF)的新型滑动曲面,简称PP-NFTSF;所提出的PP-NFTSF确保跟踪误差在有限时间内收敛于零,而PPF和转换的误差函数通过将误差状态保持在预定义的范围内来确保机器人在整个操作过程中的稳定性。该框架保证了边界在零附近,从而保证了变换误差为零时位置跟踪误差为零。其次,提出了一种新的具有规定性能跟踪误差的有限时间非奇异快速终端SMC (NFTSMC)律,称为FPP-NFTSMC。该控制律采用二阶算法生成连续控制信号,有效地减小了SMC的抖振现象。总体而言,所提出的控制方法保留了PPF、NFTSMC和二阶算法的所有优点,实现了较高的位置跟踪性能,减少了抖振现象,获得了有限时间收敛性,保证了PPF边界内的跟踪误差,并且具有鲁棒性。为了说明WMR系统的稳定性和有限时间收敛性,利用李雅普诺夫稳定性理论进行了证明。通过对4-WMR的直线轨迹和u型轨迹跟踪两种工作场景验证了所提控制方法的有效性。
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引用次数: 0
Neuroadaptive Control of Nonholonomic Systems With Function Constraints: Theory and Experiment 具有功能约束的非完整系统的神经自适应控制:理论与实验
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-24 DOI: 10.1049/cth2.70011
Yang Gao, Zhongcai Zhang, Nan Jiang, Yuqiang Wu

This article considers the stabilization control for a class of chained nonholonomic systems, which are subject to state constraints, external disturbances, and model uncertainties. The studied system is structured in a cascaded form with two subsystems, and the constraint boundaries are functions of both states and time. Then, a unified framework based on state transformations is investigated to implement the constraints on all subsystems. Meanwhile, the neural network technique is used to deal with the system uncertainties. Combined with backstepping method, an adaptive controller is designed to achieve the desired stabilization objectives. The proposed control method is applied to mobile robot systems, and the effectiveness is verified through simulation and experiment.

研究一类受状态约束、外部干扰和模型不确定性影响的链式非完整系统的镇定控制问题。所研究的系统是由两个子系统组成的级联结构,约束边界是状态和时间的函数。然后,研究了一个基于状态转换的统一框架来实现对所有子系统的约束。同时,利用神经网络技术处理系统的不确定性。结合反步法,设计了一种自适应控制器,以达到预期的稳定目标。将所提出的控制方法应用于移动机器人系统,并通过仿真和实验验证了其有效性。
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引用次数: 0
Adaptive Dynamic Surface Control for High-Order Strict-Feedback Systems With Input Saturation: A Fully Actuated System Approach 具有输入饱和的高阶严格反馈系统的自适应动态表面控制:一种全驱动系统方法
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-22 DOI: 10.1049/cth2.70010
Yongqiang Xiao, Guangbin Cai, Mingrui Hao

We introduce an adaptive dynamic surface control (ADSC) method tailored for high-order strict-feedback systems (SFSs) with input saturation, utilizing the fully actuated system (FAS) approach. We simplify the steps in designing the controller by combining the FAS approach with ADSC method to directly control each high-order subsystem as a complete entity, without the need to transform it into first-order systems. Smooth functions and Nussbaum functions are applied to solve the problem of input saturation. We use a sequence of low-pass filters to calculate the higher-order derivatives of the virtual control law. Lyapunov stability theory is used to demonstrate that all signals within the closed-loop system become uniformly bounded, with the tracking error ultimately converging to a small vicinity around zero. We validated the efficiency of the proposed method of control through simulations on a flexible joint manipulator system. In contrast to the traditional first-order system method, which requires four virtual control laws, the proposed method in this paper necessitates only two, resulting in a smaller initial value of the control input.

我们利用完全驱动系统(FAS)方法,为具有输入饱和的高阶严格反馈系统(SFSs)量身定制了一种自适应动态表面控制(ADSC)方法。我们将FAS方法与ADSC方法相结合,简化了控制器的设计步骤,将每个高阶子系统作为一个完整的实体直接控制,而不需要将其转换为一阶系统。采用光滑函数和Nussbaum函数来解决输入饱和问题。我们使用一系列低通滤波器来计算虚拟控制律的高阶导数。利用李雅普诺夫稳定性理论证明了闭环系统内的所有信号都是一致有界的,跟踪误差最终收敛到零附近的一个小区域。通过对柔性关节机械臂系统的仿真,验证了所提控制方法的有效性。与传统一阶系统方法需要4个虚拟控制律不同,本文方法只需要2个虚拟控制律,使得控制输入的初始值更小。
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引用次数: 0
Optimal Control Using IsoCost-Based Dynamic Programming 基于等成本的动态规划最优控制
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-21 DOI: 10.1049/cth2.70014
Fatemeh Alvankarian, Ahmad Kalhor, Mehdi Tale Masouleh

In this paper, a novel data-driven optimal control method based on reinforcement learning concepts is introduced. The proposed algorithm performs as a workaround to solving the Hamilton–Jacobi–Bellman equation. The main concept behind the proposed algorithm is the so-called IsoCost hypersurface (ICHS), which is a hypersurface in the state space of the system formed by points from which a specific amount of cost is spent by the control strategy in order to asymptotically stabilize the system. The fact that the control strategy requires to spend equal costs in order to stabilize all points on an ICHS is the reason for the naming of the IsoCost concept. Additional assumptions and definitions are mentioned before providing the theory of ICHS optimality. This theory proves, by contradiction, that the ICHS corresponding to the optimal control policy surrounds the ICHSs corresponding to other non-optimal control solutions. This paves the path to finding the optimal control solution using dynamic programming. The proposed method is implemented on the linear, fixed-base inverted pendulum, cart-pole and torsional pendulum bar system models and the results are compared with that of literature. The performance of this method in terms of cost, settling time and computation time is shown using numeric and illustrative comparisons.

本文提出了一种基于强化学习概念的数据驱动最优控制方法。该算法是求解Hamilton-Jacobi-Bellman方程的一种变通方法。所提出的算法背后的主要概念是所谓的等成本超曲面(ICHS),它是系统状态空间中的超曲面,由控制策略花费特定数量的成本以渐近稳定系统的点组成。为了稳定ICHS上的所有点,控制策略需要花费相等的成本,这就是IsoCost概念命名的原因。在提供ICHS最优性理论之前,还提到了其他假设和定义。该理论以矛盾的方式证明了最优控制策略对应的ICHS围绕着其他非最优控制解对应的ICHS。这为利用动态规划方法寻找最优控制解铺平了道路。将该方法应用于线性、固定基座倒立摆、车杆和扭摆杆系统模型,并与文献结果进行了比较。该方法在成本、沉降时间和计算时间方面的性能通过数值和说明性比较来说明。
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引用次数: 0
Adaptive Vibration Control of the Moving Cage in the 4 × $times$ 4 Hyperbolic PDE-ODE Model of the Dual-Cable Mining Elevator 双缆矿用提升机4 × $ × $ 4双曲PDE-ODE模型移动轿厢振动自适应控制
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-21 DOI: 10.1049/cth2.70007
Elham Aarabi, Mohammadali Ghadiri-Modarres, Mohsen Mojiri

This paper proposes an adaptive output-feedback boundary control scheme to stabilize the vibrations of the moving cage in the dual-cable mining elevator system assuming the damping coefficients of the cage axial and roll motions are unknown. The mathematical formulation of the system in the Riemann coordinates is described by a 4×4$ 4times 4$ hyperbolic partial differential equation (PDE) on a time-varying domain coupled with an ordinary differential equation (ODE) anti-collocated with the control input. At first, the nominal non-adaptive output feedback scheme is formulated by composing a state-feedback controller with the PDE state observer, utilizing the infinite-dimensional backstepping technique. Specifically, we apply two backstepping transformations to design the nominal state-feedback controller. This significantly facilitates the adaptive solutions of the backstepping kernel equations, when unknown parameters are replaced by their time-varying estimates. Then, a Lyapunov-based approach is followed to design the update laws for the unknown damping coefficients and to prove the closed-loop stability. It is shown that all states in the closed-loop system are uniformly bounded and the cage dynamics is asymptotically stable. A numerical simulation is presented to demonstrate the performance of the proposed controller.

针对双缆矿用提升机系统中轿厢轴向和横摇阻尼系数未知的情况,提出了一种自适应输出反馈边界控制方案来稳定轿厢的振动。系统在黎曼坐标系下的数学表达式由一个时变域上的4 × 4$ 4 × 4$双曲偏微分方程(PDE)和一个与控制输入反配的常微分方程(ODE)耦合来描述。首先,利用无限维反推技术,将状态反馈控制器与PDE状态观测器组合,形成了标称非自适应输出反馈方案。具体来说,我们应用两个回溯变换来设计标称状态反馈控制器。当未知参数被它们的时变估计所取代时,这极大地促进了反演核方程的自适应解。然后,采用李雅普诺夫方法设计了未知阻尼系数的更新规律,并证明了闭环稳定性。证明了闭环系统的所有状态都是一致有界的,笼形动力学是渐近稳定的。通过数值仿真验证了所提控制器的性能。
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引用次数: 0
Error-Based Virtual Compound Axis With Backstepping Control for Electro-Optical Tracking System 基于误差的虚拟复合轴反步控制光电跟踪系统
IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2025-02-21 DOI: 10.1049/cth2.70012
Zhijun Li, Jiachen Li, Jiuqiang Deng, Yao Mao

In this paper, an innovative error-based virtual composite-axis disturbance rejection backstepping control strategy is proposed for electro-optical tracking systems. Tracking accuracy cannot be improved by conventional composite axis structures where target position, velocity and acceleration are unknown and immeasurable. Our proposed method, however, operates without the need for target trajectory input signals or additional sensors. It solely relies on error information to adeptly simulate the compound axis system's functionality. Notably, its error suppression characteristics amalgamate dual-axis suppression features, substantially augmenting tracking performance. Moreover, to further optimize trajectory tracking and counteract the disturbances and uncertainties within the virtual composite axis, a backstepping control strategy is integrated with disturbance rejection. Remarkably, this approach achieves a 31.89% leap in tracking accuracy and a 73.87% boost in disturbance rejection performance. The effectiveness and superiority of the method have been thoroughly corroborated via simulations and experiments.

针对光电跟踪系统,提出一种基于误差的虚拟复合轴抗扰反步控制策略。在目标位置、速度和加速度未知且无法测量的情况下,传统的复合轴结构无法提高跟踪精度。然而,我们提出的方法不需要目标轨迹输入信号或额外的传感器。它仅仅依靠误差信息来熟练地模拟复合轴系统的功能。值得注意的是,其误差抑制特性融合了双轴抑制特性,大大提高了跟踪性能。此外,为了进一步优化轨迹跟踪,抵消虚拟复合轴内的干扰和不确定性,将反步控制策略与干扰抑制相结合。值得注意的是,该方法实现了跟踪精度31.89%的飞跃和干扰抑制性能73.87%的提升。仿真和实验充分证明了该方法的有效性和优越性。
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引用次数: 0
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IET Control Theory and Applications
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