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Model-based health monitoring of rotate-vector reducers in robot manipulators 基于模型的机器人机械手旋转矢量减速器健康监测
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-22 DOI: 10.1016/j.mechatronics.2024.103162
Huan Liu , M. Reza Emami , Yaguo Lei

Health monitoring of robot manipulators is crucial for their long-term reliable operation. Since the feedback data provided by the controller of robot manipulators are most often from the actuator’s side, health monitoring of rotate-vector (RV) reducers housed on the output of actuators is challenging. To avoid the increased cost and complexity of adding sensors to robot manipulators, this paper investigates the long-term health monitoring of RV reducers, using only feedback data from the controller. A generic model for RV reducers is first developed to characterize their nonlinear behaviours and performance degradation. The model is then extended to robot manipulators to analyse their dynamic response under the time-varying excitation generated by healthy and faulty RV reducers. Next, a new motor-torque-based residual together with an adaptive threshold is proposed for the health monitoring of RV reducers, taking payload, measurement noise and friction disturbance into account. The proposed threshold depends only on the variance of measurement noise, and is therefore easy to implement in practice. Extensive simulations and experiments are conducted on two robot manipulators to validate the proposed model, residual and threshold. The results show that the proposed model is able to account for the effects of faults and nonlinear behaviours of RV reducers on the motor performance. The proposed residual with an adaptive threshold is sensitive to faults in RV reducers and robust to friction disturbance and time-varying payload, and it outperforms conventional momentum-based residuals.

机器人机械手的健康监测对其长期可靠运行至关重要。由于机器人机械手控制器提供的反馈数据通常来自执行器侧,因此对安装在执行器输出端的旋转矢量(RV)减速器进行健康监测具有挑战性。为了避免为机器人机械手增加传感器而增加成本和复杂性,本文研究了仅使用控制器反馈数据对 RV 减速器进行长期健康监控的问题。首先为 RV 减速器开发了一个通用模型,以描述其非线性行为和性能退化。然后将该模型扩展到机器人机械手,分析其在健康和故障 RV 减速器产生的时变激励下的动态响应。接下来,考虑到有效载荷、测量噪声和摩擦干扰,提出了一种新的基于电机扭矩的残差和自适应阈值,用于监测 RV 减速器的健康状况。所提出的阈值只取决于测量噪声的方差,因此在实践中很容易实现。为了验证所提出的模型、残差和阈值,我们在两个机器人操纵器上进行了广泛的模拟和实验。结果表明,所提出的模型能够解释 RV 减速器的故障和非线性行为对电机性能的影响。所提出的带有自适应阈值的残差对 RV 减速器的故障非常敏感,对摩擦干扰和时变有效载荷具有鲁棒性,其性能优于传统的基于动量的残差。
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引用次数: 0
Design, fabrication and characterization of a wind-isolated galloping energy harvester via an embedded piezoelectric transducer 通过嵌入式压电传感器设计、制造和表征风隔离奔腾能量收集器
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-20 DOI: 10.1016/j.mechatronics.2024.103147
Junwu Kan , Shijie Lin , Jin Wang , Kai Wang , Yiqun Gu , Shuyun Wang , Fanxu Meng , Zhonghua Zhang

Harvesting energy from wind-induced vibration utilizing piezoelectric mechanism has attracted much attention for enabling energy-autonomous wireless sensor systems over the past decade. To offer a promising solution for low reliability, poor environmental adaptability and narrow operating bandwidth of existing piezoelectric wind energy harvesters, a wind-isolated galloping energy harvester with an embedded piezoelectric transducer (EPT-WGEH) is proposed in this paper. Unlike previous most directly-excited piezoelectric wind energy harvesters, the EPT-WGEH was characterized by an indirectly-excited shelter-structure, which isolates the embedded piezoelectric transducer (EPT) from the flow environment. Meanwhile, the horizontal swing of the hollow cylinder and the elastic pendulum beam is transformed into the vertical swing of the EPT mounted in the hollow cylinder under wind excitation. Therefore, this 2-DOF indirectly-excited EPT-WGEH could possess both high reliability and small volume. A CFD simulation model was established to analyze the influence of structural parameters on the vibration characteristics of EPT-WGEH. To verify the feasibility of the principle and design regarding the proposed EPT-WGEH, a prototype of the EPT-WGEH was fabricated and tested in terms of electrical output and operating bandwidth. The results showed that the length of elastic pendulum beam, proof mass, and wind speed brought significant effects on the electrical output, minimum working wind speed and operating bandwidth. The maximal output voltage increased with the decreasing length of elastic pendulum beam or the increasing proof mass. Meanwhile, there existed some optimal combinations of parameters to minimize the minimum working wind speed of EPT-WGEH. Besides, the optimal output power of EPT-WGEH could reach 2.4 mW at load resistance of 600 kΩ. The EPT-WGEH could light up 75 series-connection commercial blue LEDs simultaneously at the wind speed of 15 m/s and demonstrated its practical power supply capability by charging capacitors.

在过去十年中,利用压电机制从风引起的振动中收集能量以实现能源自主型无线传感器系统已引起广泛关注。为了解决现有压电风能收集器可靠性低、环境适应性差和工作带宽窄等问题,本文提出了一种具有嵌入式压电传感器的风力隔离奔腾能量收集器(EPT-WGEH)。与以往大多数直接激励式压电风能收集器不同,EPT-WGEH 的特点是采用间接激励式遮蔽结构,将嵌入式压电换能器(EPT)与流动环境隔离开来。同时,在风力激励下,空心圆柱体和弹性摆梁的水平摆动转化为安装在空心圆柱体中的 EPT 的垂直摆动。因此,这种 2-DOF 间接激励式 EPT-WGEH 既具有高可靠性,又具有较小的体积。为了分析结构参数对 EPT-WGEH 振动特性的影响,建立了 CFD 仿真模型。为了验证所提出的 EPT-WGEH 原理和设计的可行性,制作了 EPT-WGEH 原型,并从电输出和工作带宽方面进行了测试。结果表明,弹性摆梁的长度、验证质量和风速对电输出、最小工作风速和工作带宽有显著影响。最大输出电压随弹性摆梁长度的减小或证明质量的增加而增加。同时,存在一些最优参数组合,可使 EPT-WGEH 的最小工作风速最小。此外,在负载电阻为 600 kΩ 时,EPT-WGEH 的最佳输出功率可达 2.4 mW。在风速为 15 m/s 时,EPT-WGEH 可同时点亮 75 颗串联商用蓝光 LED,并通过对电容器充电证明了其实际供电能力。
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引用次数: 0
Development of a bionic multi-chamber hydraulic cylinder for improving energy efficiency 开发用于提高能效的仿生多腔液压缸
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-17 DOI: 10.1016/j.mechatronics.2024.103149
Jianwei Wang , Junhong Yang , Delei Fang , Guoheng Wu , Yong Xue , Ming Yang

Most hydraulic drive systems for robots are configured with one single pump and multiple cylinders, which suffers from low energy efficiency in the case of driving the variable loads. To solve the problem, this paper presents a multi-chamber hydraulic cylinder based on the bionic muscle drive mechanism. Firstly, the mechanical structure is designed, the mathematical models are derived, the mechanism of high energy efficiency is analyzed. Then, the simulation of load matching control is carried out, which shows the high energy efficiency improvement and the good position tracking. Finally, the multi-chamber hydraulic cylinder prototype is developed for experimental study, and output forces, output displacement, energy consumption, and friction characteristics are researched. The theoretical analysis and experimental research show that the bionic multi-chamber hydraulic cylinder can realize the power matching between the single power source and the variable loads in the hydraulic system, which provide a novel idea for the energy efficient hydraulic equipment.

大多数机器人液压驱动系统都是由一个泵和多个液压缸组成,在驱动可变负载时能效较低。为解决这一问题,本文提出了一种基于仿生肌肉驱动机构的多腔液压缸。首先,设计了机械结构,推导了数学模型,分析了高能效机理。然后,对负载匹配控制进行了仿真,结果表明能效提高幅度大,位置跟踪效果好。最后,开发了多腔液压缸原型进行实验研究,研究了输出力、输出位移、能耗和摩擦特性。理论分析和实验研究表明,仿生多腔液压缸可实现液压系统中单一动力源与可变负载之间的功率匹配,为高效节能液压设备提供了新思路。
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引用次数: 0
Sample-tracking vibration isolation with rigid negative stiffness for broad bandwidth 具有刚性负刚度的样品跟踪隔振装置,可实现宽带宽
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-16 DOI: 10.1016/j.mechatronics.2024.103159
Kazuki Takahashi , Ryuto Makino , Shingo Ito

Sample-tracking vibration isolators position their mover such that the distance to a targeted sample is constant to provide a vibration-free environment, for example, for inline metrology with high resolution. To achieve high vibration isolation and rejection especially at low frequencies, this paper proposes a sample-tracking vibration isolator that integrates a flexure-guided hybrid reluctance actuator (HRA) with a negative stiffness for quasi-zero stiffness (QZS). The negative stiffness cancels the flexure stiffness for QZS, by which vibrations transmitted from the actuator’s stator can be significantly reduced. Unlike conventional QZS systems, the negative stiffness is magnetically realized with rigid components such as a permanent magnet and ferromagnetic cores. Consequently, the proposed vibration isolator has mechanical resonant frequencies of around 2.5 kHz and higher. This hardware design with a feedback controller realizes a motion with nanometer resolution and a high closed-loop control bandwidth of 991 Hz for further vibration isolation and sample tracking. To evaluate the performances of the proposed vibration isolator, the negative stiffness is tuned to cancel a flexure stiffness at experiments. Experimental results show that the fine tuning decreases transmissibility from 30  dB to 62  dB by a factor of 40 at a low frequency of 10 Hz. Furthermore, the tracking error of the mover position is measured for a demonstration of the vibration rejection performance in the time domain. The results also show that the stiffness cancellation decreases the tracking error with feedback control from 2.7 nm (rms) to 1.3 nm (rms) by 52% at a steady state. The proposed sample-tracking vibration isolator successfully demonstrates high vibration isolation performance by utilizing the rigid negative stiffness of the HRA.

样品跟踪隔振器将其移动装置定位在与目标样品的距离恒定的位置,以提供无振动环境,例如,用于高分辨率在线计量。为了实现高振动隔离和抑制(尤其是在低频下),本文提出了一种样品跟踪隔振器,该隔振器集成了一个具有负刚度的准零刚度(QZS)挠性导向混合磁阻致动器(HRA)。负刚度抵消了 QZS 的挠曲刚度,从而大大降低了从致动器定子传递的振动。与传统的 QZS 系统不同,负刚度是通过永久磁铁和铁磁铁芯等刚性部件以磁力实现的。因此,拟议的隔振器具有约 2.5 kHz 或更高的机械谐振频率。这种带有反馈控制器的硬件设计可实现纳米级分辨率的运动和 991 Hz 的高闭环控制带宽,从而进一步实现振动隔离和样品跟踪。为了评估所提出的隔振器的性能,在实验中对负刚度进行了调整,以抵消挠曲刚度。实验结果表明,在 10 Hz 的低频下,微调使透射率从-30 dB 降至-62 dB,降幅达 40 倍。此外,还测量了移动装置位置的跟踪误差,以展示时域的振动抑制性能。结果还显示,在稳定状态下,刚度消除可将反馈控制的跟踪误差从 2.7 nm(均方根值)减小到 1.3 nm(均方根值),减幅达 52%。利用 HRA 的刚性负刚度,拟议的样品跟踪隔振器成功地展示了高隔振性能。
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引用次数: 0
An adaptive internal model control approach for unmanned surface vehicle based on bidirectional long short-term memory neural network: Implementation and field testing 基于双向长短期记忆神经网络的无人水面飞行器自适应内部模型控制方法:实施与现场测试
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-15 DOI: 10.1016/j.mechatronics.2024.103145
Yuhang Meng , Hui Ye , Zhengrong Xiang , Xiaofei Yang , Hao Zhang

This paper investigates a practical adaptive internal model control (IMC) for an unmanned surface vehicle (USV) with unknown time-varying nonlinear model parameters and environmental disturbances. Firstly, an internal model of the USV is presented using the Bidirectional Long Short-Term Memory (BiLSTM) neural network. Then, an adaptive neural IMC controller is designed for the trajectory tracking of USV by using the IMC method. The internal model and the controller are updated by an error threshold algorithm. The proposed control scheme comprises of a trajectory guidance module via the Line-of-Sight (LOS) guidance method and a tracking control module designed by IMC theory. Under the proposed control scheme, the development processes of the vehicle platform and the control algorithms are described, and accurate tracking control can be achieved. Finally, the results of simulation and field experiments are presented and discussed to validate the effectiveness of the proposed control scheme.

本文针对具有未知时变非线性模型参数和环境干扰的无人水面飞行器(USV),研究了一种实用的自适应内部模型控制(IMC)。首先,利用双向长短期记忆(BiLSTM)神经网络提出了 USV 的内部模型。然后,利用 IMC 方法为 USV 的轨迹跟踪设计了一个自适应神经 IMC 控制器。内部模型和控制器通过误差阈值算法进行更新。所提出的控制方案包括通过视线(LOS)制导法进行轨迹制导的模块和利用 IMC 理论设计的跟踪控制模块。在提出的控制方案下,描述了车辆平台和控制算法的开发过程,并实现了精确的跟踪控制。最后,介绍并讨论了仿真和现场实验的结果,以验证所提控制方案的有效性。
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引用次数: 0
Control-oriented modeling of wet clutch friction considering thermal dynamics 考虑热动力学的湿式离合器摩擦控制导向建模
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-13 DOI: 10.1016/j.mechatronics.2024.103146
Seungin Shin , Seibum B. Choi

The paper presents a control-oriented modeling method for wet clutch friction, considering thermal dynamics, with a focus on paper-based friction linings. Abrupt engagements of such clutches may lead to discomfort and reduce the overall lifespan. The limitations of feedback control, attributed to restricted sensors and modeling inaccuracies, underscore the effectiveness of model-based control employing precise and invertible models. The study extensively explores the largest model uncertainty in slip control—clutch friction. The proposed model integrates the Coulomb friction coefficient, incorporating variables such as pressing force, friction speed, and the temperature of the friction surface. The proposed torque model enables model inversion, allowing the determination of desired oil pressure from torque requirements. Experimental data, comprising 184 sets, validate the model accuracy, with a focus on temperature effects. The Coulomb friction coefficient model exhibits exponential and linear components, capturing the Stribeck effect and temperature variations. Model verification through experiments demonstrates good agreement, supporting its efficacy for wet clutch control performance. The study contributes insights into wet clutch friction models for model-based control.

本文介绍了一种以控制为导向的湿式离合器摩擦建模方法,考虑了热动力学因素,重点关注纸基摩擦衬片。此类离合器的突然啮合可能会导致不适并缩短整体使用寿命。由于传感器受限和建模不准确,反馈控制存在局限性,这凸显了采用精确可逆模型的基于模型控制的有效性。本研究广泛探讨了滑移控制中最大的模型不确定性--离合器摩擦。提出的模型整合了库仑摩擦系数,并纳入了压紧力、摩擦速度和摩擦表面温度等变量。所提出的扭矩模型可以进行模型反演,从而根据扭矩要求确定所需的油压。184 组实验数据验证了模型的准确性,重点是温度效应。库仑摩擦系数模型显示了指数和线性成分,捕捉到了斯特里贝克效应和温度变化。通过实验对模型进行验证,结果表明二者吻合度很高,支持其在湿式离合器控制性能方面的有效性。这项研究有助于深入了解湿式离合器摩擦模型,从而实现基于模型的控制。
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引用次数: 0
Design and control of the mechanical-hydraulic hybrid transmission system in wind turbines 风力涡轮机机械液压混合传动系统的设计与控制
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-13 DOI: 10.1016/j.mechatronics.2024.103137
Yonggang Lin , Fuquan Dai , Hongwei Liu , Yajing Gu , Wenting Chen , Jiajun Song

As wind turbines become larger and move into deeper sea, their operating environment worsen. The torque fluctuation inside the drive chain is aggravated, which leads to the premature failure of the wind turbines. To improve the transmission stability of wind turbines, the mechanical-hydraulic hybrid transmission system (MHHTS) has been applied. However, existing research has issues with structure and hydraulic control. An MHHTS structure was proposed to meet the requirements of structural simplicity and high efficiency, corresponding to the design principles summarized in the article. Based on this structure, we have selected a hydraulic control mode, the constant displacement pump variable displacement motor (CPVM), that satisfies the reasonable utilization of displacement and the stability of control. This mode was chosen by comparing the displacement and pressure variation rules of three hydraulic control modes that meet the maximum power point tracking (MPPT) control principle of the wind turbine. In this study a co-simulation model of a 10 MW MHHTS wind turbine was built using Simulink and AMEsim. The correctness of the structural and control mode ware verified by co-simulation with a uniformly varying wind. Moreover, a method that can suppress fluctuations in output power by controlling the motor displacement was proposed. Different-step winds response analyses were conducted to explore the relationship between the displacement response speed and the output power fluctuations. The non-linear relationship between the displacement and the wind speed can also have an impact on the previous relationship. Finally, the feasibility of the control method was verified through simulation of an actual turbulent wind. These achievements should guarantee the future application of the novel transmission system in wind turbines.

随着风力涡轮机变得越来越大,并进入更深的海域,其运行环境也随之恶化。传动链内部的扭矩波动加剧,导致风力发电机过早失效。为了提高风力发电机的传动稳定性,机械液压混合传动系统(MHHTS)得到了应用。然而,现有研究在结构和液压控制方面存在问题。根据文章总结的设计原则,我们提出了一种 MHHTS 结构,以满足结构简单、效率高的要求。在此结构基础上,我们选择了一种既能合理利用排量,又能保证控制稳定性的液压控制模式--恒排量泵变排量马达(CPVM)。通过比较三种液压控制模式的排量和压力变化规律,我们选择了这种符合风力发电机最大功率点跟踪(MPPT)控制原理的模式。在这项研究中,使用 Simulink 和 AMEsim 建立了一个 10 MW MHHTS 风力涡轮机的联合仿真模型。通过对均匀变化的风进行协同仿真,验证了结构和控制模式的正确性。此外,还提出了一种通过控制电机位移来抑制输出功率波动的方法。通过不同阶段的风响应分析,探讨了位移响应速度与输出功率波动之间的关系。位移与风速之间的非线性关系也会对前面的关系产生影响。最后,通过模拟实际湍流风验证了控制方法的可行性。这些成果为新型传动系统未来在风力涡轮机中的应用提供了保障。
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引用次数: 0
Modular Maglev: Design and implementation of a modular magnetic levitation system to levitate a 2D Halbach array 模块化磁悬浮: 设计和实施模块化磁悬浮系统,以悬浮二维哈尔巴赫阵列
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-13 DOI: 10.1016/j.mechatronics.2024.103148
Zhenchuan Xu, Chanuphon Trakarnchaiyo, Curtis Stewart, Mir Behrad Khamesee

A modular magnetic levitation system with static square coils and a moving 2D Halbach array is proposed in this paper. The mover achieves six degrees of freedom (DOF) motion with long stroke translational motion and yaw motion. A novel 2D lookup table is used to model the force and torque on the mover, including the edge effect. The 2D lookup table uses force decay ratio (FDR) and effective torque arms (ETA) to reduce the table dimension. At each levitation height, the proposed data-driven model reduces table size from 964,806 points to 791 points. This reduced-dimension table is validated to support the 6 DOF motion, including infinite yaw rotation. Then, a direct wrench and active coil selection method is used to decouple the force and torque and determine the coil currents. With the force and torque model and the active coil selection method, the mover can move across different sets of active coils for long stroke movement. Lastly, experimental validation results are presented. The motion range is ±120 mm in the horizontal direction, with a maximum speed of 500 mm/s. The system is validated to have a full 360° range of yaw motion with a maximum speed of 75 °/s.

本文提出了一种带有静态方形线圈和移动式二维哈尔巴赫阵列的模块化磁悬浮系统。该运动器可实现六自由度(DOF)运动,具有长行程平移运动和偏航运动。新颖的二维查找表被用来模拟运动器上的力和扭矩,包括边缘效应。二维查找表使用力衰减比(FDR)和有效扭矩臂(ETA)来减少表的尺寸。在每个悬浮高度上,建议的数据驱动模型将表的尺寸从 964 806 点减少到 791 点。经过验证,缩小后的工作台可支持 6 DOF 运动,包括无限偏航旋转。然后,使用直接扳手和主动线圈选择方法来解耦力和扭矩,并确定线圈电流。利用力和扭矩模型以及有源线圈选择方法,移动装置可以在不同的有源线圈组之间移动,以实现长行程运动。最后是实验验证结果。运动范围为水平方向 ±120 毫米,最大速度为 500 毫米/秒。经验证,该系统的偏航运动范围为 360°,最大速度为 75°/s。
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引用次数: 0
Design of robotic finger using twisted string actuator with modular passive return rotational joints to achieve high grasping force: Application to wearable sixth finger 利用带模块化被动回转关节的扭绳致动器设计机器人手指,以实现高抓取力:应用于可穿戴第六指
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-13 DOI: 10.1016/j.mechatronics.2024.103157
Bhivraj Suthar , Mohammad I. Awad , Lakmal Seneviratne , Yahya Zweiri , Irfan Hussain

In this paper, a new type of robotic finger is introduced that uses a twisted string actuator (TSA) and modular passive return rotational (PPR) joints. The design is intended to be simple, compact, lightweight, and energy-efficient while producing high grasping force with a relatively small motor. The PPR joints are based on the beam-buckling principle and are designed to match the non-linear TSA force profile, resulting in high grasping force throughout the finger’s full flexion motion and passive finger extension. To evaluate the performance of the robotic finger, we fabricated a prototype and conducted experiments to assess its object grasping cycle, passive finger extension, grasping force, stable grasping condition, shape adaptability, and energy consumption. The finger weighs 170 grams and achieved a high force throughout the flexion motion, producing a maximum grasping force of 43.3 N at full flexion using a stall torque of 32 mNm. The modularity of the PPR joint allows for scalability and adaptability to handle different objects. We also demonstrated the finger’s potential as a wearable sixth robotic finger (SRF), evaluating its object grasping competency, shape adaptability, and wearability. The finger was able to grasp various objects with a maximum payload of 1.0 kg and a hanging payload of up to 5 kg. Overall, the proposed robotic finger has the potential to be used as an SRF to compensate for arm disorders’ grasping capability.

本文介绍了一种新型机械手指,它采用了扭绳致动器(TSA)和模块化无源回转(PPR)关节。该设计旨在实现简单、紧凑、轻便和节能,同时用相对较小的电机产生较大的抓取力。PPR 关节基于梁扣原理,其设计与非线性 TSA 力曲线相匹配,从而在手指完全屈曲运动和被动伸展的整个过程中都能产生较高的抓取力。为了评估机器人手指的性能,我们制作了一个原型并进行了实验,以评估其物体抓取周期、手指被动伸展、抓取力、稳定抓取状态、形状适应性和能耗。该手指重 170 克,在整个屈曲运动过程中都能实现较高的抓取力,在完全屈曲时能产生 43.3 牛的最大抓取力,滞空扭矩为 32 mNm。PPR 关节的模块化使其具有可扩展性和适应性,可以处理不同的物体。我们还展示了该手指作为可穿戴第六机械手指(SRF)的潜力,评估了其抓取物体的能力、形状适应性和可穿戴性。该手指能够抓取各种物体,最大有效载荷为 1.0 千克,悬挂有效载荷可达 5 千克。总体而言,拟议的机器人手指有潜力用作 SRF,以补偿手臂失调的抓取能力。
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引用次数: 0
Feasible spindle speed interval identification method for large aeronautical component robotic milling system 大型航空部件机器人铣削系统的可行主轴转速区间识别方法
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-02-09 DOI: 10.1016/j.mechatronics.2024.103143
Zhanxi Wang , Banghai Zhang , Wei Gao , Xiansheng Qin , Yicha Zhang , Chen Zheng

Robotic machining systems have been widely implemented in the assembly sites of large components of aircraft, such as wings, aircraft engine rooms, and wing boxes. Milling is the first step in aircraft assembly. It is considered one of the most significant processes because the quality of the subsequent drilling, broaching, and riveting steps depend strongly on the milling accuracy. However, the chatter phenomenon may occur during the milling process because of the low rigidity of the components of the robotic milling system (i.e., robots, shape-preserving holders, and rod parts). This may result in milling failure or even fracture of the robotic milling system. This paper presents a feasible spindle speed interval identification method for large aeronautical component milling systems to eliminate the chatter phenomenon. It is based on the chatter stability model and the analysis results of natural frequency and harmonic response. Firstly, the natural frequencies and harmonics of the main components of the robot milling system are analyzed, and the spindle speed that the milling system needs to avoid is obtained. Then, a flutter stability model considering the instantaneous cutting thickness is established, from which the critical cutting depth corresponding to the spindle speed can be obtained. Finally, the spindle speed interval of the robotic milling system could be optimized based on the results obtained from the chatter stability model and the analysis result of the natural frequency and harmonic response of the milling system. The effectiveness of the proposed spindle speed interval identification method is validated through time-domain simulation and experimental results of the large aeronautical component milling system.

机器人加工系统已广泛应用于飞机大型部件的装配现场,如机翼、飞机发动机舱和机翼箱。铣削是飞机装配的第一步。它被认为是最重要的工序之一,因为后续钻孔、拉削和铆接步骤的质量在很大程度上取决于铣削精度。然而,由于机器人铣削系统组件(即机器人、形状保持支架和杆件)的刚性较低,铣削过程中可能会出现颤振现象。这可能导致铣削失败,甚至机器人铣削系统断裂。本文针对大型航空部件铣削系统提出了一种可行的主轴转速区间识别方法,以消除颤振现象。该方法基于颤振稳定性模型以及固有频率和谐波响应的分析结果。首先,分析机器人铣削系统主要部件的固有频率和谐波,得出铣削系统需要避免的主轴转速。然后,建立了一个考虑瞬时切削厚度的扑腾稳定性模型,并从中得到了与主轴转速相对应的临界切削深度。最后,根据颤振稳定性模型得到的结果以及铣削系统的固有频率和谐波响应分析结果,可以优化机器人铣削系统的主轴转速区间。通过对大型航空部件铣削系统的时域仿真和实验结果,验证了所提出的主轴转速区间识别方法的有效性。
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引用次数: 0
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Mechatronics
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