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2016 IEEE 14th International Workshop on Advanced Motion Control (AMC)最新文献

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Bilateral control using two-stage series-elastic actuator 双边控制采用两级串联弹性致动器
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496346
Masaru Saito, J. Ishikawa
This paper proposes a bilateral control system for master-slave devices using a compliant mechanism that allows an operator to finely handle an object when the stiffness of the object varies from low (soft) to high (hard). The proposed system consists of a two-stage series-elastic actuator (SEA) that has two springs with different stiffness. In the proposed system, a force control system, which controls the displacement of the springs so as to control the force applied to the environment, is implemented. The softer spring in the SEA mainly works when the applied force is small, and as the force becomes larger, the two-stage mechanism seamlessly changes to a single one so that the harder spring can mainly function. By structuring a force projection type bilateral control using the proposed SEA, high transparency is achieved even if the handled object is soft or hard. To show the validity of the proposed system, experiments were conducted to measure frequency responses of environmental mechanical impedance that the operator feels at the master side. The experimental results showed that the proposed two-stage SEA system achieved higher transparency than that of a single SEA case.
本文提出了一种使用柔性机构的主从设备双边控制系统,该系统允许操作员在对象的刚度从低(软)到高(硬)变化时精细地处理对象。该系统由两级串联弹性驱动器(SEA)组成,该驱动器具有两个不同刚度的弹簧。在该系统中,实现了力控制系统,通过控制弹簧的位移来控制施加到环境中的力。SEA中较软的弹簧主要在施加力较小时工作,当施加力变大时,两级机构无缝地转变为单个机构,使较硬的弹簧主要发挥作用。通过使用所提出的SEA构建力投射型双边控制,即使处理的对象是软的或硬的,也可以实现高透明度。为了证明该系统的有效性,进行了实验,测量操作员在主侧感受到的环境机械阻抗的频率响应。实验结果表明,所提出的两阶段SEA系统比单一SEA情况具有更高的透明度。
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引用次数: 2
Decoupling control by the center of rotation and gravity hybrid-driven method for high-precision scan stage with multiple actuators 多作动器高精度扫描工作台旋转中心与重力混合驱动解耦控制
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496404
W. Ohnishi, H. Fujimoto, K. Sakata, Kazuhiro Suzuki, K. Saiki
In a multi-input multi-output control system, coupling force between multiple axes can deteriorate control performance and stability. In this paper, a decoupling method utilizing a high-precision stage with multiple actuators is proposed. According to a model considering the misalignment between the center of gravity (CoG), the center of rotation (CoR), the actuation point, and the measurement point, the coupling characteristics from the translational force to the angle can be changed by varying the height of the actuation point. The model indicates that a CoR-driven method can suppress the coupling in the low frequency range and a CoG-driven method can suppress the coupling in the high frequency range. This paper proposes a CoR and CoG hybrid-driven method using complementary filters to place the actuation point at the CoR and the CoG in low and high frequency ranges, respectively. The effectiveness of the proposed method is verified by experiments.
在多输入多输出控制系统中,多轴之间的耦合力会影响控制性能和稳定性。本文提出了一种利用高精度多级作动器的解耦方法。根据考虑重心、旋转中心、作动点和测量点对中偏差的模型,可以通过改变作动点高度来改变平动力到角度的耦合特性。模型表明,耦合驱动方法可以抑制低频范围的耦合,齿轮驱动方法可以抑制高频范围的耦合。本文提出了一种利用互补滤波器将作动点分别置于低频和高频范围内的CoR和CoG混合驱动方法。实验验证了该方法的有效性。
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引用次数: 0
A design method of a robust controller for hydraulic actuation with disturbance observers 一种具有扰动观测器的液压作动鲁棒控制器设计方法
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496365
Hiroaki Kuwahara, Fujio Terai, Michele Focchi, G. Medrano-Cerda, D. Caldwell, C. Semini
In this paper, a design method of a robust controller for hydraulic actuators is proposed. Generally speaking, the hydraulic actuator generates hydraulic force, and a load is driven by the hydraulic force. In order to control the hydraulic actuators, non-linearity caused by chamber pressures and natural feedback meaning the effect by the load velocity on the hydraulic pressure dynamics should be considered. A controller with feedback linearization is one of the methods to compensate the effects of the non-linearity and the natural feedback. However, since the method is based on the model parameters of the hydraulic actuator, the control performance is affected by modeling errors and modeling uncertainties. Therefore, a robust controller for the hydraulic actuator is proposed to complement the disadvantage of the conventional method. To design the proposed controller, a part of the feedback linearization, that is, pressure (nonlinearity) compensation is used to linearize the hydraulic pressure dynamics virtually. By using the virtually linearized hydraulic dynamics and the nominal mass, the nominal model of the hydraulic pressure and that of the load motion dynamics model are designed. Then, the effects which prevent each dynamics from behaving as the nominal models are defined as disturbances. In the proposed controller, two types of the observers are designed to compensate the disturbances. In this paper, the design details are shown and the validity of the proposed method is shown by simulation and experiments.
提出了一种液压作动器鲁棒控制器的设计方法。一般来说,液压执行机构产生液压力,负载是由液压力驱动的。为了控制液压执行器,必须考虑由腔室压力和自然反馈引起的非线性,即负载速度对液压动力学的影响。反馈线性化控制器是补偿非线性和自然反馈影响的一种方法。然而,由于该方法基于液压作动器的模型参数,其控制性能受到建模误差和建模不确定性的影响。为此,提出了一种针对液压执行机构的鲁棒控制器,以弥补传统方法的不足。在设计所提出的控制器时,采用了反馈线性化的一部分,即压力(非线性)补偿,对液压动力学进行了虚拟线性化。利用虚拟线性化的液压动力学和公称质量,设计了液压公称模型和负载运动动力学模型。然后,将阻止每个动力学表现为名义模型的效应定义为扰动。在所提出的控制器中,设计了两种类型的观测器来补偿干扰。文中给出了设计细节,并通过仿真和实验验证了该方法的有效性。
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引用次数: 1
Motion control for a multiple input rehabilitation wearable exoskeleton using fuzzy logic and PID 基于模糊逻辑和PID的多输入康复可穿戴外骨骼运动控制
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496395
M. Tageldeen, I. Elamvazuthi, P. Nallagownden
The increasing aging and disabled population has necessitated for a more effective and efficient assistance and rehabilitation. Powered Exoskeletons are wearable robots that can be attached to the disabled limb with the goal of adding power to and rectifying the limb functionality. This research proposes an EMG-based upper limb exoskeleton that is built on a fuzzy controller with incorporation of a torque estimation correction technique to improve the fuzzy system estimation. The Exoskeleton is built with an interactive gaming interface to engage the patients in the rehabilitation process where the interface can be preset on medical supervision for different training patterns. The motion control of multiple input rehabilitation wearable exoskeleton using fuzzy logic and PID is discussed in the paper.
日益增加的老龄化和残疾人口要求提供更有效和高效率的援助和康复。动力外骨骼是一种可穿戴机器人,它可以附着在残疾的肢体上,目的是为肢体增加动力和纠正功能。本研究提出了一种基于肌电图的上肢外骨骼,该外骨骼以模糊控制器为基础,结合转矩估计校正技术来改进模糊系统估计。Exoskeleton内置了一个互动游戏界面,让患者参与康复过程,该界面可以预先设置为不同的训练模式的医疗监督。本文讨论了基于模糊逻辑和PID的多输入康复可穿戴外骨骼运动控制。
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引用次数: 6
Automation of plant inspection in primary industry 第一产业工厂检验自动化
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496408
Bernard Huggins
Plant equipment in primary industries are the subject of ongoing routine inspections. These inspections are required to ensure compliance with national legislation, international standards, and to adhere to industry best practice. This is of particular importance in the oil and gas industry, where there is significant potential for health and safety and environmental hazards, and a zero tolerance culture towards their occurrence. These important inspections can call for significant manpower, time, and financial investment, in order to provide the necessary assurance. They can also present hazardous and onerous working conditions, which can result in serious injury. There is an opportunity to advance this area of the oil and gas industry, by providing automated inspection solutions. Using off the shelf displacement sensors, together with a bespoke electronics arrangement, the solution discussed in the current paper has been developed, integrated, and tested, to provide real time feedback on pipe diameter distortions, indicating equipment end of life. This adds to the range of cover for an existing and well used testing regime. In doing so, it has eliminated weeks of manual work from each inspection, saving significant amounts of money, and making the inspection exercise safer and easier to conduct.
初级工业的工厂设备是日常检查的对象。这些检查需要确保符合国家立法,国际标准,并坚持行业最佳实践。这在石油和天然气行业尤其重要,因为该行业存在巨大的健康、安全和环境危害潜力,并且对这些危害的发生持零容忍态度。这些重要的检查需要大量的人力、时间和财政投入,以提供必要的保证。它们也可能带来危险和繁重的工作条件,这可能导致严重的伤害。通过提供自动化检测解决方案,有机会推进石油和天然气行业的这一领域。利用现成的位移传感器和定制的电子装置,本文中讨论的解决方案已经开发、集成和测试,可以提供管道直径变形的实时反馈,表明设备的使用寿命结束。这增加了现有的和使用良好的测试制度的覆盖范围。通过这样做,它从每次检查中消除了数周的手工工作,节省了大量的资金,并使检查工作更安全,更容易进行。
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引用次数: 1
Consideration of force visualization for hemiplegia based on a force direction teaching system 基于力方向教学系统的偏瘫力可视化研究
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496382
Yuto Hirabayashi, Kunihiro Ogata, Yuri Hasegawa, T. Tsuji
Hemiplegia is the lingering effect after a stroke and causes varying impairments. The ability to generate and modulate force is frequently impaired. This study focuses on a rehabilitation technique that encourages force generation in an arbitrary direction. The authors introduced a physiotherapy technique into a rehabilitation robot. Force visualization was provided as a feedback strategy to facilitate motor learning. The technique was verified with a patient clinically diagnosed with hemiplegia. The results suggested significant improvements in the motor function in a short period of time. It was concluded that the recovery of force modulation and improved motor control in the performance of a reaching task correlated with the training. This paper discusses the contribution of force visualization to motor function.
偏瘫是中风后的后遗症,会造成各种损伤。产生和调节力的能力经常受损。这项研究的重点是一种鼓励在任意方向上产生力的康复技术。作者在康复机器人中引入了一种物理治疗技术。力可视化是一种促进运动学习的反馈策略。该技术与临床诊断为偏瘫的病人验证。结果表明,运动功能在短时间内有显著改善。结果表明,力调节能力的恢复和动作控制能力的提高与训练有关。本文讨论了力可视化对运动功能的贡献。
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引用次数: 0
Real-time extension of ROS based on a network of modular blocks for highly precise motion generation 基于模块化模块网络的ROS的实时扩展,用于高精度运动生成
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496339
Christian Scheifele, A. Lechler, Christian Daniel, Weiliang Xu
In this paper a solution is presented, which extends the network of non-real-time-capable ROS nodes (Robot Operating System) by a modular network of configurable and real-time-capable blocks with control and path planning functionalities. By means of this solution, ROS can be coupled with real-time algorithms from the field of industrial path planning controls, such as spline interpolation (e.g. Akima, B-spline). Furthermore, the real-time network can communicate directly with industrial hardware via real-time bus protocols established in the industrial automation technology. The available engineering-tool allows to model the real-time network in a user-friendly way. Custom real-time blocks can be generated from C++ code.
本文提出了一种解决方案,通过具有控制和路径规划功能的可配置和实时块的模块化网络扩展非实时ROS节点(机器人操作系统)网络。通过这种解决方案,ROS可以与来自工业路径规划控制领域的实时算法相结合,例如样条插值(例如Akima, b样条)。此外,实时网络可以通过工业自动化技术中建立的实时总线协议直接与工业硬件通信。可用的工程工具允许以用户友好的方式对实时网络进行建模。自定义实时块可以从c++代码生成。
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引用次数: 2
Observer-based control for robotic manipulations with uncertain kinematics and dynamics 具有不确定运动学和动力学的机器人操作的观测器控制
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496364
B. Xiao, Shen Yin, O. Kaynak, Huijun Gao
This paper investigates the problem of tracking control for robotic manipulations with high-accuracy guaranteed. Uncertain kinematics, unknown torques including unknown gravitational torque, unknown friction torque, and uncertain dynamics induced by uncertain moment of inertia and disturbance, are addressed. The approach is developed in the framework of observer-based control design. Two sliding mode observers are proposed to handle uncertain kinematics and to estimate unknown torques, respectively. Using the estimated information, a control law is then synthesized to guarantee that the desired trajectory can be followed after finite-time with zero tracking error. Experimental results are presented to show the performance of the proposed control approach.
研究了保证高精度机器人操作的跟踪控制问题。解决了不确定运动学、未知力矩(包括未知重力力矩、未知摩擦力矩)以及不确定惯性矩和扰动引起的不确定动力学问题。该方法是在基于观测器的控制设计框架下开发的。提出了两个滑模观测器分别用于处理不确定运动和估计未知力矩。然后利用估计的信息合成控制律,以保证在有限时间后能以零跟踪误差跟踪期望轨迹。实验结果表明了所提控制方法的有效性。
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引用次数: 3
Gaussian Process based Model Predictive Control for Linear Time Varying systems 基于高斯过程的线性时变系统模型预测控制
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496359
G. Cao, E. Lai, F. Alam
Two main issues associated with Model Predictive Control (MPC) are learning the unknown dynamics of the system and handling model uncertainties. In this paper, unknown Linear Time-Varying (LTV) system with external noise is represented by using probabilistic Gaussian Process (GP) models. In this way, we can explicitly evaluate model uncertainties as variances. As a result, it is possible to directly take obtained variances into account when planing the policy. In addition, through using analytical gradients that are available during the GP modelling process, the optimization problem in GP based MPC can be solved faster. The performance of proposed approach is demonstrated by simulations on trajectory tracking problem of a LTV system.
与模型预测控制(MPC)相关的两个主要问题是学习系统的未知动力学和处理模型的不确定性。本文用概率高斯过程(GP)模型来表示具有外部噪声的未知线性时变系统。通过这种方式,我们可以显式地将模型不确定性作为方差来评估。因此,在规划策略时可以直接考虑得到的方差。此外,通过使用GP建模过程中可用的解析梯度,可以更快地解决基于GP的MPC的优化问题。通过LTV系统轨迹跟踪问题的仿真验证了该方法的有效性。
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引用次数: 8
Exact kinematics for pitch motion and yaw motion of five degrees of freedom surgical robot 五自由度手术机器人俯仰运动和偏航运动的精确运动学
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496394
T. Matsunaga, K. Ohnishi
This paper presents a exact kinematics of the five degrees of freedom (DoF) surgical robot derived by the geometrical relation of the structure. In laparoscopic surgery, there are some advantages for patients because incision on abdominal wall is small. However, laparoscopic surgery is difficult for surgeons. Therefore, surgical robots with have been studied and developed to support surgeons. Conventional surgical robots have high position accuracy to realize delicate tasks. On the other hand, the transmission of force sensation is inadequate. Force sensation is important information for safer operation. Therefore, a five DoF haptic surgical robot is developed to transmit force sensation to the operator. The mechanism of five DoF surgical robot is suitable for implementing four-channel bilateral control which is one of the methods to transmit force sensation. Particularly, link mechanisms convert the motion of actuators into pitch motion and yaw motion of the end-effector. To control pitch motion and yaw motion precisely, the kinematics of the five DoF surgical robot is necessary. Besides, there is geometrical interference between pitch angle and yaw angle. In this paper, the exact kinematics for the pitch motion and yaw motion is derived. The validity of the kinematics is verified by step response. Then, the performance of four-channel bilateral control with the exact kinematics is verified by the experiments.
本文从结构的几何关系出发,推导了五自由度手术机器人的精确运动学。在腹腔镜手术中,由于腹壁切口小,对患者有一定的优势。然而,腹腔镜手术对外科医生来说是困难的。因此,手术机器人已经被研究和开发,以支持外科医生。传统的手术机器人具有较高的定位精度,可以完成复杂的任务。另一方面,力感传递不足。力感是安全操作的重要信息。为此,研制了一种五自由度触觉手术机器人,将力感传递给操作者。五自由度手术机器人的机构适合实现四通道双侧控制,这是力感传递的方法之一。具体来说,连杆机构将执行器的运动转化为末端执行器的俯仰运动和偏航运动。为了精确控制手术机器人的俯仰运动和偏航运动,需要对五自由度手术机器人进行运动学分析。此外,俯仰角和偏航角之间存在几何干涉。本文推导了俯仰运动和偏航运动的精确运动学。通过阶跃响应验证了运动学的有效性。然后,通过实验验证了四通道双边控制的精确运动学性能。
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引用次数: 0
期刊
2016 IEEE 14th International Workshop on Advanced Motion Control (AMC)
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