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Polynomial Excitation Current Compensation Control for Dead Zone and Hysteresis of Three-way Proportional Pressure Reducing Valve 三通比例减压阀死区和滞后的多项式励磁电流补偿控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-02 DOI: 10.1007/s12555-022-0718-z
Yan-He Song, Kai-Xian Ba, Xin Chen, Yue-Yue Hao, Chao Ai, Xiang-Dong Kong

In this paper, aiming at the phenomenon that the dead zone and hysteresis of three-way proportional pressure reducing valve (TPPRV) will seriously affect the control accuracy of construction machinery, a polynomial excitation current compensation controller (PECC) is designed, which is novel and easy to realize in engineering. Firstly, the mathematical model of TPPRV is established, and the dead zone and hysteresis of TPPRV are quantitatively analyzed by using the performance test platform of proportional pressure reducing valve. Secondly, the design principle of PECC is expounded, and the controller model is deduced theoretically. The proposed PECC has two main advantages. One is that the method does not need to establish the nonlinear model of dead zone and hysteresis, and the other is that the method can compensate the dead zone and hysteresis simultaneously. Finally, the compensation control performance of PECC is verified by using the performance test platform of proportional pressure reducing valve. The experimental results show that PECC can greatly reduce the adverse effects of dead zone and hysteresis on TPPRV, and has great applicability under different working conditions. Relevant research results can significantly improve the proportional control accuracy of TPPRV, which has a certain engineering value.

本文针对三通比例减压阀(TPPRV)的死区和滞后会严重影响工程机械控制精度的现象,设计了一种新颖且易于在工程中实现的多项式励磁电流补偿控制器(PECC)。首先,建立了 TPPRV 的数学模型,并利用比例减压阀性能测试平台对 TPPRV 的死区和滞后进行了定量分析。其次,阐述了 PECC 的设计原理,并从理论上推导出控制器模型。所提出的 PECC 有两大优点。其一是该方法无需建立死区和滞后的非线性模型,其二是该方法可同时对死区和滞后进行补偿。最后,利用比例减压阀性能测试平台验证了 PECC 的补偿控制性能。实验结果表明,PECC 可大大降低死区和滞后对 TPPRV 的不利影响,在不同工况下具有很强的适用性。相关研究成果可显著提高 TPPRV 的比例控制精度,具有一定的工程价值。
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引用次数: 0
Stable Degree Analysis for Profile of Networked Evolutionary Games With Disturbances 有干扰的网络演化博弈轮廓的稳定程度分析
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-20 DOI: 10.1007/s12555-023-0314-x
Ziyun Wang, Shihua Fu, Jianjun Wang, Ling Yu, Xiaoyu Zhao

This paper studies the stable degree for profile of networked evolutionary games (NEGs) with disturbances by the semi-tensor product of matrices. Firstly, the algebraic formulation of an NEG with disturbances is established. Secondly, on the basis of algebraic formulation, some concepts about stable profile with disturbances are proposed, including strong k-degree stable and weak k-degree stable, and the corresponding criteria to detect the stable degree are presented. Thirdly, two algorithms for designing controls are given to make the stable profile achieves strong k-degree stable or weak k-degree stable. Finally, an example is given to illustrate the validity of the results.

本文通过矩阵的半张量积研究了有干扰的网络演化博弈(NEG)的稳定度。首先,建立了有干扰的网络演化博弈的代数式。其次,在代数公式的基础上,提出了一些关于有扰动稳定轮廓的概念,包括强 k 度稳定和弱 k 度稳定,并给出了相应的稳定度检测标准。第三,给出了设计控制的两种算法,以使稳定剖面达到强 k 度稳定或弱 k 度稳定。最后,举例说明了结果的有效性。
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引用次数: 0
Interactive Robot Trajectory Planning With Augmented Reality for Non-expert Users 面向非专业用户的增强现实交互式机器人轨迹规划
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-31 DOI: 10.1007/s12555-023-0796-6
Joosun Lee, Taeyhang Lim, Wansoo Kim

This paper presents a novel method for path selection by non-expert users in robot trajectory planning using augmented reality (AR). While AR has been used in robot control tasks, current approaches often require manual waypoint specification, limiting their effectiveness for non-expert users. In contrast, our study introduces an innovative AR-based method via a head-mounted display, designed to enhance human-robot interaction by making the process of selecting robotic paths more accessible to users without specialized expertise. The proposed method utilizes the RRT-Connect algorithm to automatically generate pathways from the initial to the goal position, offering choices of 1, 3, or 5 pathways, as well as 3 and 5 pathways with AR text guidance. This guidance provides contextual instructions within the AR environment, displaying the order of pathways from the fewest to the highest number of waypoints. Our findings demonstrate that optimizing the number of AR pathways can reduce user stress and improve operational skills. Path1 exhibited the fastest performance time but had the highest number of obstacle collisions. Methods with AR text guidance showed increased performance time compared to Path1. However, Path3 and Path5 achieved the best balance between performance time and collision avoidance. Qualitative analysis indicated that AR text displays demanded more effort from users. Path3 without AR text guidance was identified as the easiest method for operating the robot. Consequently, Path3 was deemed the most beneficial among the five methods. These results highlight the novelty of our method in enhancing the design of future human-robot interaction systems, focusing on improving efficiency, safety, and user experience for non-expert users using AR interfaces.

本文介绍了一种新方法,用于非专业用户利用增强现实技术(AR)在机器人轨迹规划中进行路径选择。虽然增强现实技术已被用于机器人控制任务,但目前的方法通常需要手动指定航点,从而限制了其对非专业用户的有效性。相比之下,我们的研究通过头戴式显示器引入了一种基于 AR 的创新方法,旨在通过让没有专业知识的用户更容易使用机器人路径选择过程来增强人机交互。所提出的方法利用 RRT-Connect 算法自动生成从初始位置到目标位置的路径,提供 1、3 或 5 条路径选择,以及带有 AR 文本指导的 3 和 5 条路径选择。这种引导可在 AR 环境中提供上下文指示,显示从航点数量最少到最多的路径顺序。我们的研究结果表明,优化 AR 路径的数量可以减轻用户压力,提高操作技能。路径 1 的运行时间最快,但障碍物碰撞次数最多。与路径1相比,带有AR文本引导的方法显示出更长的执行时间。不过,路径 3 和路径 5 在运行时间和避免碰撞之间取得了最佳平衡。定性分析显示,AR 文字显示需要用户付出更多努力。没有 AR 文本引导的路径 3 被认为是操作机器人最简单的方法。因此,路径 3 被认为是五种方法中最有效的。这些结果凸显了我们的方法在增强未来人机交互系统设计方面的新颖性,重点是提高使用 AR 界面的非专业用户的效率、安全性和用户体验。
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引用次数: 0
Sensorless Speed Tracking Control for Fault-tolerant Permanent Magnet Motor With Uncertainties in the Ship Shaftless Rim-driven Thruster System 船舶无轴轮缘驱动推进器系统中具有不确定性的容错永磁电机的无传感器速度跟踪控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-021-0420-6
Hongfen Bai, Wenting Zhang, Yiqun Xu

The shaftless rim-driven thruster (RDT) has many attractive features and it would improve the fault-tolerance of RDT to select the fault-tolerant permanent magnet motor (FTPMM) as the propulsion motor. The FTPMM works under severe marine environment and subjects to uncertainty and sensorless conditions. To overcome this problem, a sensorless speed tracking control is proposed for the FTPMM with general uncertainties, e.g. perturbing or time-varying parameters, unknown nonlinearities and bounded disturbances. Based on adaptive nonlinear damping, a robust adaptive observer is constructed to estimate the FTPMM speed. The proposed scheme ensures that all the dynamic signals of the closed system are bounded and it is not needed to estimate the uncertain parameters and disturbances of the system. Furthermore, the estimation errors and the tracking errors can converge to arbitrarily small values by adjusting design parameters. The effectiveness of the proposed scheme is verified by the simulation and experiment results. Furthermore, the stability of the control system and the robustness for the parameter uncertainty and load torque disturbance can be guaranteed.

无轴轮缘驱动推进器(RDT)有许多吸引人的特点,选择容错永磁电机(FTPMM)作为推进电机可以提高 RDT 的容错性。FTPMM 在恶劣的海洋环境下工作,受到不确定性和无传感器条件的影响。为克服这一问题,针对 FTPMM 的一般不确定性(如扰动或时变参数、未知非线性和有界干扰),提出了一种无传感器速度跟踪控制。基于自适应非线性阻尼,构建了鲁棒自适应观测器来估计 FTPMM 速度。所提出的方案确保封闭系统的所有动态信号都是有界的,因此无需对系统的不确定参数和干扰进行估计。此外,通过调整设计参数,估计误差和跟踪误差可以收敛到任意小的值。仿真和实验结果验证了所提方案的有效性。此外,还保证了控制系统的稳定性以及对参数不确定性和负载转矩干扰的鲁棒性。
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引用次数: 0
Observer-based Attitude Maneuver Control of Flexible Spacecraft: A Parametric Approach 基于观测器的柔性航天器姿态机动控制:参数方法
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-022-0707-2
Liu Zhang, Quan-Zhi Liu, Guo-Wei Fan, Xue-Ying Lv, Yu Gao, Yang Xiao

To address the problem of control performance degradation caused by flexible attachment vibrations and external disturbances during attitude maneuvering of flexible spacecraft, this paper proposes a parametric method for improving flexible spacecraft attitude maneuver control (AMC) based on a functional observer. The objective was to enhance the control accuracy and disturbance rejection. First, state expansion was carried out for flexible spacecraft systems affected by disturbances. A functional observer was designed for the system, and sufficient conditions for the existence of the observer were obtained. Furthermore, a controller was designed by using the state information of the observer, which included state feedback and feed-forward compensation. Based on the parametric solution of a class of generalized Sylvester equations (GSEs), the parametric expressions of the controller and observer were established. Finally, a numerical example of a flexible spacecraft proved the effectiveness of the design method. The method can effectively suppress flexible vibrations and external disturbances while also meeting the high-precision control requirements of the flexible spacecraft.

针对柔性航天器姿态控制过程中柔性附件振动和外部干扰导致控制性能下降的问题,本文提出了一种基于功能观测器的参数化方法,用于改进柔性航天器姿态控制(AMC)。目的是提高控制精度和干扰抑制能力。首先,对受干扰影响的柔性航天器系统进行了状态扩展。为该系统设计了一个功能观测器,并获得了观测器存在的充分条件。此外,利用观测器的状态信息设计了一个控制器,其中包括状态反馈和前馈补偿。基于一类广义西尔维斯特方程(GSE)的参数解,建立了控制器和观测器的参数表达式。最后,一个柔性航天器的数值实例证明了该设计方法的有效性。该方法既能有效抑制柔性振动和外部干扰,又能满足柔性航天器的高精度控制要求。
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引用次数: 0
Nonlinear Disturbance Observer Incorporated Model Predictive Strategy for Wheeled Mobile Robot’s Trajectory Tracking Control 轮式移动机器人轨迹跟踪控制的非线性扰动观测器模型预测策略
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-023-0207-z
Jiguang Peng, Hanzhen Xiao, Guanyu Lai

In this paper, we discuss a nonlinear disturbance observer-based double closed-loop control system for managing a wheeled mobile robot (WMR) and achieving trajectory tracking control. The focus of our study is on the topic of trajectory tracking control for WMR in the presence of external disturbances. Our proposed control strategy addresses the two main issues of velocity constraint and external disturbances. Specifically, we employ a kinematic tracking error model to produce the constrained virtual velocity in the outer loop of a neural-dynamic optimization-based model predictive control (MPC). Additionally, we create a nonlinear disturbance observer (NDO) based on the dynamic model to monitor external disturbances. To achieve accurate trajectory tracking for disturbances compensation, we utilize a robust controller. We confirm the stability of our proposed controller using the Lyapunov theory. Finally, two numerical simulation experiments demonstrate the effectiveness and reliability of our proposed controller.

本文讨论了一种基于非线性干扰观测器的双闭环控制系统,用于管理轮式移动机器人(WMR)并实现轨迹跟踪控制。我们的研究重点是在存在外部干扰的情况下,对 WMR 进行轨迹跟踪控制。我们提出的控制策略解决了速度约束和外部干扰这两个主要问题。具体来说,我们采用运动跟踪误差模型,在基于神经动态优化的模型预测控制(MPC)外环中产生受限的虚拟速度。此外,我们还在动态模型的基础上创建了一个非线性干扰观测器(NDO),用于监测外部干扰。为了实现干扰补偿的精确轨迹跟踪,我们使用了鲁棒控制器。我们利用 Lyapunov 理论确认了所建议控制器的稳定性。最后,两个数值模拟实验证明了我们提出的控制器的有效性和可靠性。
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引用次数: 0
Exponential Stability of Time-varying Switched Impulsive Nonlinear Systems Using Comparison Theorem 利用比较定理实现时变开关脉冲非线性系统的指数稳定性
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-022-1205-2
Min Fan, Mengqian Liang, Yazhou Tian

This paper focuses on discussing the stability of time-varying switched impulsive nonlinear systems (TVSINSs). To conquer the difficulties induced by time-varying parameters, we firstly put forward comparison theorem associated with a method that doesn’t involve any Lyapunov function and is commonly utilized in positive systems to set up new stability criteria of TVSINSs under the average dwell time (ADT) switching. In comparison with recent results, the derived ones are not only in connection with state delay and impulse delay, but also possess less conservative conditions from the simulation analyses. In conclusion, the feasibility and superiority of the adopted approaches are testified by two appropriate examples.

本文主要讨论时变开关脉冲非线性系统(TVSINS)的稳定性问题。为了克服参数时变所带来的困难,我们首先提出了与不涉及任何 Lyapunov 函数的方法相关的比较定理,该方法常用于正系统,以建立平均停留时间(ADT)切换下 TVSINS 的新稳定性准则。与最近的结果相比,推导出的结果不仅与状态延迟和脉冲延迟有关,而且从仿真分析来看也具备较少的保守条件。最后,通过两个适当的例子证明了所采用方法的可行性和优越性。
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引用次数: 0
Prescribed Performance Control for the Lower Limb Exoskeleton With Time-varying State Constraints and Input Saturation 具有时变状态约束和输入饱和的下肢外骨骼规定性能控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-023-0104-5
Xianlei Zhang, Yan Zhang, Qing Hu, Xuan Li, Anjie Yang

This paper studies the problem of prescribed performance tracking control for the lower limb exoskeleton under time-varying state constraints and input saturation. A prescribed performance control method is proposed to achieve the specified tracking accuracy within a preset time. Under the framework of system transformation, the control problem with specified performance and state constraints is transformed into the boundedness problem of auxiliary variables. Meanwhile, the hyperbolic tangent function is employed to deal with the input saturation. Through rigorous theoretical analysis, it can conclude that the tracking error converges to a prescribed region near the origin within a given time and all signals of the closed-loop system are bounded. The superiority of this control scheme is verified through a practical simulation example.

本文研究了时变状态约束和输入饱和情况下的下肢外骨骼规定性能跟踪控制问题。提出了一种规定性能控制方法,以在预设时间内达到规定的跟踪精度。在系统变换的框架下,将具有指定性能和状态约束的控制问题转化为辅助变量的有界性问题。同时,采用双曲正切函数来处理输入饱和问题。通过严格的理论分析,可以得出结论:跟踪误差在给定时间内收敛到原点附近的规定区域,闭环系统的所有信号都是有界的。该控制方案的优越性通过一个实际仿真例子得到了验证。
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引用次数: 0
Adaptive Finite-time Tracking Control for Constrained Pure-feedback Systems With Time-varying Delays and Unknown Initial States 具有时变延迟和未知初始状态的受约束纯反馈系统的自适应有限时间跟踪控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-022-1206-1
Tian Xu, Yuxiang Wu

This paper investigates the adaptive finite-time tracking control problem for a class of constrained pure-feedback systems with time-varying delays and unknown initial states. By designing a novel shifting function and using the state transformation, there is no need to know the initial value of states. Instead of employing barrier Lyapunov functions, the modified nonlinear state-dependent functions are constructed to solve the deferred state constraints, avoiding the feasibility conditions on virtual controllers. The effect of time-varying delays is eliminated by combining the radial basis function neural networks with a finite covering lemma, and the requirement that the derivative of time-varying delays should be less than one in Lyapunov-Krasovskii functional method is relaxed. The asymmetric saturation nonlinearity is solved by designing an auxiliary system. The system coordinate transformation is employed to solve the design difficulty brought by the nonaffine structure. Then, an adaptive finite-time tracking control scheme is developed based on the command filtered backstepping technique. The developed control scheme can not only make all states satisfy the asymmetric time-varying constraints after a predefined time, but also guarantee the finite-time tracking performance. Finally, simulation examples are given to demonstrate the effectiveness of the proposed scheme.

本文研究了一类具有时变延迟和未知初始状态的受约束纯反馈系统的自适应有限时间跟踪控制问题。通过设计新颖的移位函数和使用状态变换,无需知道状态的初始值。不使用障碍 Lyapunov 函数,而是构建修正的非线性状态相关函数来解决延迟状态约束,避免了虚拟控制器的可行性条件。通过将径向基函数神经网络与有限覆盖定理相结合,消除了时变延迟的影响,并放宽了 Lyapunov-Krasovskii 函数法中时变延迟导数应小于 1 的要求。通过设计辅助系统解决了非对称饱和非线性问题。利用系统坐标变换解决了非线性结构带来的设计困难。然后,基于指令滤波反步进技术,开发了一种自适应有限时间跟踪控制方案。所开发的控制方案不仅能使所有状态在预定时间后满足非对称时变约束,而且能保证有限时间跟踪性能。最后,给出了仿真实例来证明所提方案的有效性。
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引用次数: 0
Robust Gradient Iterative Estimation Algorithm for ExpARX Models With Random Missing Outputs 具有随机缺失输出的 ExpARX 模型的稳健梯度迭代估计算法
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-29 DOI: 10.1007/s12555-023-0555-8
Chuanjiang Li, Wei Dai, Ya Gu, Yanfei Zhu

This study presents a LookAhead-RAdam gradient iterative algorithm to identify ExpARX models with random missing outputs. The LookAhead-RAdam gradient iterative algorithm is used to optimize the step size of each element and adjust the direction to effectively update the ExpARX model parameter estimation through the estimated outputs. Compared to the classical gradient iterative algorithm, this study improves the estimation accuracy of the missing outputs and the parameter estimation convergence rate by introducing the LookAhead algorithm and RAdam algorithm. To validate the algorithm developed, a series of bench tests were conducted with computational experiments. Finally, the effectiveness of the proposed design approach is demonstrated by a simulation example.

本研究提出了一种 LookAhead-RAdam 梯度迭代算法,用于识别随机缺失输出的 ExpARX 模型。LookAhead-RAdam 梯度迭代算法用于优化每个元素的步长并调整方向,从而通过估计输出有效更新 ExpARX 模型参数估计。与经典梯度迭代算法相比,本研究通过引入 LookAhead 算法和 RAdam 算法,提高了缺失输出估计精度和参数估计收敛速度。为了验证所开发的算法,还进行了一系列计算实验。最后,通过一个仿真实例证明了所提设计方法的有效性。
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引用次数: 0
期刊
International Journal of Control Automation and Systems
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