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Instantaneous Center of Rotation-Based Master-Slave Kinematic Modeling and Control 基于瞬时旋转中心的主从运动建模与控制
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9123
V. Ramanathan, A. Zelenak, M. Pryor
This article presents a novel kinematic model and controller design for a mobile robot with four Centered Orientable Conventional (COC) wheels. When compared to non-conventional wheels, COC wheels perform better over rough terrain, are not subject to vertical chatter and offer better braking capability. However, COC wheels are pseudo-omnidirectional and subject to nonholonomic constraints. Several established modeling and control techniques define and control the Instantaneous Center of Rotation (ICR); however, this method involves singular configurations that are not trivial to eliminate. The proposed method uses a novel ICR-based kinematic model to avoid these singularities, and an ICR-based nonlinear controller for one ‘master’ wheel. The other ‘slave’ wheels simply track the resulting kinematic relationships between the ‘master’ wheel and the ICR. Thus, the nonlinear control problem is reduced from 12th to 3rd-order, becoming much more tractable. Simulations with a feedback linearization controller verify the approach.
本文提出了一种具有四个中心可定向常规(COC)轮的移动机器人的运动学模型和控制器设计。与非传统车轮相比,COC车轮在崎岖地形上表现更好,不受垂直颤振的影响,并提供更好的制动能力。然而,COC车轮是伪全向的,受非完整约束。几种已建立的建模和控制技术定义和控制瞬时旋转中心(ICR);然而,这种方法涉及到奇异的配置,这些配置是不容易消除的。该方法采用一种新颖的基于icr的运动模型来避免这些奇异性,并对一个“主”轮采用基于icr的非线性控制器。其他“从”轮简单地跟踪“主”轮和ICR之间产生的运动关系。因此,非线性控制问题从12阶降至3阶,变得更加易于处理。用反馈线性化控制器的仿真验证了该方法。
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引用次数: 0
Multi-Mobile Sensing With Temporal-Spatial Coupling via Compressed Sensing 基于压缩感知的时空耦合多移动感知
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9218
Tianwei Li, Q. Zou
In this paper, the problem of using a limited number of mobile sensors to sense/measure a time-varying distribution of a field over a multi dimensional space is considered. As the number of sensors, in general, is not adequate for capturing the dynamic distribution with the needed spatial resolution, the sensors are required to be transited between the sampled locations, resulting in intermittent measurement at each sampled location. Therefore, it becomes challenging to use the measured data to recover/restore not only the dynamic process at each sampled/measured location, but also the dynamic distribution over the entire measured space, with high temporal and spatial resolutions. Such a multi-mobile sensing problem, however, cannot be addressed by using existing methods directly. In this work, we propose to tackle this problem through the compressed sensing framework. The randomness requirement of the compressed sensing, however, results in the temporal-spatial coupling, and the constraints in selecting the sampled locations due to the limit of the sensor speed. We propose a spatial-temporal pairing method to avoid the temporal-spatial coupling, and a checking-and-removal process to remove the sensor speed constraint. Simulation results of a video recovery example is presented and discussed to illustrate the proposed method.
本文考虑了使用有限数量的移动传感器在多维空间上感知/测量场的时变分布的问题。由于传感器的数量通常不足以以所需的空间分辨率捕获动态分布,因此需要在采样位置之间切换传感器,从而导致每个采样位置的测量是间歇性的。因此,利用测量数据恢复/恢复每个采样/测量位置的动态过程,以及整个测量空间的动态分布,具有很高的时间和空间分辨率,成为一项挑战。然而,这种多移动传感问题不能直接使用现有方法来解决。在这项工作中,我们建议通过压缩感知框架来解决这个问题。然而,压缩感知的随机性要求导致了时空耦合,并且由于传感器速度的限制,采样位置的选择受到约束。我们提出了一种时空配对方法来避免时空耦合,并提出了一种检查和去除过程来消除传感器速度约束。最后给出了一个视频恢复实例的仿真结果,并对其进行了讨论。
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引用次数: 0
A Novel Buoyancy Control Device Using Reversible PEM Fuel Cells 一种利用可逆PEM燃料电池的新型浮力控制装置
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9155
J. Yazji, Hamza Zaidi, Luke Thomas Torres, C. Leroy, A. Keow, Zheng Chen
Buoyancy control devices are essential to maneuver ROV effectively underwater. Many approaches have been used to tackle this problem such as compressed air ballast which can take in water and eject it using compressed air and the use of high-density foam plates that can be added or removed to increase or decrease the buoyancy. Presented in this paper is a novel approach for buoyancy control, which utilizes the electrolysis and reverse electrolysis capabilities of a reversible polymer electrolyte membrane (PEM) fuel cell to adjust the volume of a small vehicle, and change its depth. Making use of the two processes helps restore some of the energy consumed by the system through the process of reverse electrolysis and also for building a fully-closed system, that is, one that does not require any water or gas flow to the surrounding. Modeling of the device is explained and a proportional-derivative (PD) controller is designed to control it at a certain depth using a single sensor measurement. Experiments validate the controller performance.
浮力控制装置是水下有效操纵ROV的关键。许多方法已经被用来解决这个问题,例如压缩空气镇流器,它可以吸收水并使用压缩空气排出水,以及使用高密度泡沫板,可以添加或移除以增加或减少浮力。本文提出了一种新的浮力控制方法,该方法利用可逆聚合物电解质膜(PEM)燃料电池的电解和反电解能力来调节小型车辆的体积和深度。利用这两个过程有助于通过反电解过程恢复系统消耗的一些能量,也有助于建立一个全封闭的系统,即不需要任何水或气体流向周围。解释了该装置的建模,并设计了一个比例导数(PD)控制器,以使用单个传感器测量在一定深度控制它。实验验证了控制器的性能。
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引用次数: 3
Cooperative Collision Avoidance Control of Robotic Fish Propelled by a Servo/IPMC Driven Hybrid Tail 伺服/IPMC混合尾翼驱动机器鱼协同避碰控制
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9228
Xiongfeng Yi, Zheng Chen, A. Chakravarthy
This paper develops and demonstrates cooperative collision avoidance control on two robotic fish propelled by a servo motor and an ionic polymer-metal composite (IPMC)-driven fish tail. First, experiments conducted on a servo motor/IPMC-driven fish demonstrate an impulsive turning behavior in the fish’s trajectory under the application of a specific frequency, amplitude of the servo motor, and a constant voltage on the IPMC joint. These experiments validate the ‘back relaxation’ of the IPMC joint by observing the angular velocity and the centripetal acceleration of the fish. This impulsive turning speed due to the ‘back relaxation’ of IPMC joint is subsequently modeled by a transfer function and this transfer function is then integrated into the development of the collision avoidance laws for the fish. The collision avoidance control law utilizes the impulsive turning capability of the robotic fish. An experimental validation of the collision avoidance law is performed.
基于伺服电机驱动和离子聚合物-金属复合材料(IPMC)驱动鱼尾的机器鱼协同避碰控制系统。首先,在伺服电机/IPMC驱动鱼身上进行的实验表明,在特定频率、伺服电机振幅和IPMC关节恒定电压的作用下,鱼的轨迹出现了脉冲转向行为。这些实验通过观察鱼的角速度和向心加速度来验证IPMC关节的“向后松弛”。由于IPMC关节的“背部松弛”导致的脉冲转弯速度随后由传递函数建模,然后将该传递函数集成到鱼的避碰律的开发中。避碰控制律利用了机器鱼的脉冲转向能力。对避碰规律进行了实验验证。
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引用次数: 1
Comparison of Frequency Response of Parametric Resonance of DWCNT and SWCNT Under Electrostatic Actuation 静电驱动下DWCNT和swcnts参数共振频率响应的比较
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9171
D. Caruntu, E. Juarez
This paper deals with electrostatically actuated Double-Walled Carbon Nanotubes (DWCNT) and Single-Walled Carbon Nanotubes (SWCNT) cantilever resonators. Frequency response of parametric resonance is investigated. Euler-Bernoulli cantilever beam model is used for both DWCNT and SWCNT. Electrostatic and viscous damping forces are applied on both types of resonators, DWCNT and SWCNT. In this investigation, soft AC voltage excitation is assumed. For the DWCNT, an intertube van der Waals force is present between the two concentric carbon nanotubes (CNTs), coupling their motion and acting as a nonlinear spring. The nonlinearities in the vibration are provided by the electrostatic (both SWCNT and DWCNT) and intertube van der Waals forces (DWCNT). The Method of Multiple Scales (MMS) is a perturbation method that provides uniformly valid approximations for weakly nonlinear systems. A Reduced-Order-Model (ROM) is developed and numerically solved using AUTO-07P (bifurcation and continuation software). Since large tip deflections are investigated in this paper, only coaxial vibration of the DWCNT is considered. Parametric resonance is investigated, as well as the influences of damping and voltage. Lastly, the effect of intertube van der Waals force on the bifurcation and stability of the DWCNT is reported.
本文研究了静电驱动双壁碳纳米管(DWCNT)和单壁碳纳米管(SWCNT)悬臂谐振器。研究了参数共振的频率响应。对于小碳纳米管和小碳纳米管,均采用欧拉-伯努利悬臂梁模型。静电和粘性阻尼力分别作用于两种谐振器,小碳纳米管和单壁碳纳米管。在本研究中,假设交流电压软激励。对于DWCNT,两个同心碳纳米管(CNTs)之间存在管间范德华力,耦合它们的运动并作为非线性弹簧。振动的非线性是由静电(swcnts和DWCNT)和管间范德华力(DWCNT)提供的。多尺度法是一种为弱非线性系统提供一致有效近似的摄动方法。建立了一个降阶模型,并利用AUTO-07P(分岔延拓软件)对其进行了数值求解。由于本文研究的是大尖端偏转,因此只考虑了小碳纳米管的同轴振动。研究了参数共振,以及阻尼和电压的影响。最后,研究了管间范德华力对小碳纳米管分岔和稳定性的影响。
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引用次数: 0
Identification of Temperature Dynamics Using Subspace and Machine Learning Techniques 利用子空间和机器学习技术识别温度动态
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9007
A. Haber, F. Pecora, Mobin Uddin Chowdhury, Melvin Summerville
Identification, estimation, and control of temperature dynamics are ubiquitous and challenging control engineering problems. The main challenges originate from the fact that the temperature dynamics is usually infinite dimensional, nonlinear, and coupled with other physical processes. Furthermore, the dominant system time constants are often long, and due to various time constraints that limit the measurement time, we are only able to collect a relatively small number of input-output data samples. Motivated by these challenges, in this paper we present experimental results of identifying the temperature dynamics using subspace and machine learning techniques. We have developed an experimental setup consisting of an aluminum bar whose temperature is controlled by four heat actuators and sensed by seven thermocouples. We address noise reduction, experiment design, model structure selection, and overfitting problems. Our experimental results show that the temperature dynamics of the experimental setup can be relatively accurately represented by low-order models.
温度动力学的识别、估计和控制是普遍存在且具有挑战性的控制工程问题。主要的挑战来自于温度动力学通常是无限大的、非线性的,并且与其他物理过程相耦合。此外,主要的系统时间常数通常很长,并且由于限制测量时间的各种时间约束,我们只能收集相对较少数量的输入输出数据样本。在这些挑战的激励下,我们在本文中介绍了使用子空间和机器学习技术识别温度动态的实验结果。我们开发了一个实验装置,由一个铝棒组成,其温度由四个热致动器控制,由七个热电偶检测。我们讨论降噪、实验设计、模型结构选择和过拟合问题。实验结果表明,用低阶模型可以较准确地表示实验装置的温度动态。
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引用次数: 8
Design and Control of a Power-Electronic Interface for Regenerative Suspension Systems 蓄热式悬架系统电-电接口设计与控制
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9081
Abdullah A. Algethami, Won-jong Kim
Recently, the automobile industry has begun applying an increasing number of systems to recycling wasted energy. One area that demands further research is the recycling and storing of energy in car suspension systems, especially in terms of developing an electronic interface to keep energy flowing bidirectionally. An electronic interface was designed to facilitate control of regenerative forces and store energy after the rectification process. The electronic interface was designed to be a symmetrical-bridgeless boost converter, due to this mechanism having few components and requiring little control effort. The converter was created such that it kept the current and voltage in phase for the maximum power factor. The input into this controller was the generator voltage used to determine the polarity of the pulse-width modulation, considering external road disturbances. Thus, this combination of converter and controller was able to replace an active controller. Variable resistance could be further controlled to manipulate the suspension damping force.
最近,汽车工业已经开始应用越来越多的系统来回收被浪费的能源。一个需要进一步研究的领域是汽车悬架系统中的能量回收和储存,特别是在开发电子接口以保持能量双向流动方面。设计了一个电子接口,以方便控制再生力,并在整流过程后存储能量。电子接口被设计成一个对称无桥升压转换器,因为这种机制具有很少的组件,并且需要很少的控制努力。该转换器的创建使其保持电流和电压相一致,以获得最大的功率因数。考虑到外部道路干扰,该控制器的输入是用于确定脉宽调制极性的发电机电压。因此,这种转换器和控制器的组合能够取代主动控制器。可以进一步控制可变阻力来操纵悬架阻尼力。
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引用次数: 0
Online Nonlinear System Identification With Parameter Constraints: Application to Automotive Engine Systems 具有参数约束的非线性系统在线辨识:在汽车发动机系统中的应用
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9092
Kaian Chen, Zhaojian Li, Yan Wang, Jing Wang, Kai Wu, Dimitar Filev
In this paper, we treat the problem of online nonlinear system identification with parameter constraints. This approach is based upon our prior work on nonlinear system identification that exploits evolving Spatial-Temporal Filters (STF) to dynamically decompose system’s input/output space into a nonlinear combination of weighted local models. We extend the nonlinear system identification framework with the capability of dealing with linear equality and inequality parameter constraints. We leverage the gradient projection method in the local model parameter estimation process to inherently enforce the parameter constraints while retaining optimality. We apply the proposed algorithm to a turbo-charged gasoline engine system and promising results are demonstrated by experimental data.
本文研究具有参数约束的非线性系统在线辨识问题。该方法基于我们之前在非线性系统识别方面的工作,该工作利用演化时空滤波器(STF)将系统的输入/输出空间动态分解为加权局部模型的非线性组合。我们扩展了非线性系统辨识框架,使其具有处理线性等式和不等式参数约束的能力。我们利用梯度投影法在局部模型参数估计过程中固有地强制参数约束,同时保持最优性。将该算法应用于某涡轮增压汽油机系统,实验结果证明了该算法的有效性。
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引用次数: 0
A Real-Time Pressure Wave Model for Predicting Engine Knock 预测发动机爆震的实时压力波模型
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9147
Ruixue C. Li, G. Zhu
This paper proposes a control-oriented pressure wave model, utilizing outputs of a reaction-based two-zone engine combustion model developed earlier, to accurately predict the key knock characteristics. The model can be used for model-based knock prediction and control. An in-cylinder pressure wave model of oscillation magnitude decay is proposed and simplified to describe pressure oscillations due to knock combustion, and the boundary and initial conditions of the pressure wave model at knock onset are provided by the two-zone reaction-based combustion model. The proposed pressure wave model is calibrated using experimental data, and the chemical kinetic-based Arrhenius integral (ARI) and maximum amplitude of pressure oscillations (MAPO) are used as the evaluation criteria for predicting knock onset and intensity, and the knock frequency is studied with the fast Fourier transform (FFT). The calibrated model is validated for predicting knock onset timing, knock intensity and frequency. Simulation results are compared with the experimental ones to demonstrate the capability of predicting engine knock characteristics by the proposed model.
本文提出了一种面向控制的压力波模型,利用先前开发的基于反应的两区发动机燃烧模型的输出,准确预测关键爆震特性。该模型可用于基于模型的爆震预测和控制。提出并简化了振荡幅度衰减的缸内压力波模型来描述爆震燃烧引起的压力振荡,并利用基于两区反应的燃烧模型给出了爆震开始时压力波模型的边界和初始条件。利用实验数据对所建立的压力波模型进行了标定,采用基于化学动力学的Arrhenius积分(ARI)和压力振荡最大幅值(MAPO)作为预测爆震发生时间和强度的评价标准,并采用快速傅立叶变换(FFT)对爆震频率进行了研究。验证了校正后的模型对爆震发生时间、爆震强度和爆震频率的预测效果。仿真结果与实验结果进行了比较,验证了该模型对发动机爆震特性的预测能力。
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引用次数: 1
Comparison of Position Control With and Without Friction on a Foot Interface 足部接触面有摩擦和无摩擦位置控制的比较
IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-11-26 DOI: 10.1115/dscc2019-9019
B. Rudolph, Ryder C. Winck
A foot interface may one day control a third arm to assist the hands with a difficult task, but the interface needs to be easy to use. Developing a good foot interface is challenging because of the need to provide support for the leg, allow the user to disengage with the interface without causing unwanted motion, and make it easy for the user to hold a set position. The addition of friction in the interface can enable the device to meet these goals without negatively affecting performance. Although teleoperation is a well explored area of research, relatively little research has been done that examines the effects of friction on the control interface. This paper presents an experiment in which two foot control interfaces are compared. One device uses friction and the other has no added friction, so there is little resistance to motion in any direction. The experiment uses a reaching task and a path-following task to compare the interfaces. The only statistically significant performance differences were that the friction interface reduced the time needed to stop at a target and reduced excess movement when stopping at a target. Also, subjects indicated a preference for the friction interface. The results show that friction can be added to a foot interface to support the device and user and provide some positive gains in performance.
有一天,足部接口可能会控制第三只手臂来帮助双手完成困难的任务,但接口需要易于使用。开发一个好的足部界面是具有挑战性的,因为需要为腿部提供支撑,允许用户在不引起不必要的运动的情况下脱离界面,并使用户易于保持固定位置。在界面中增加摩擦可以使设备满足这些目标,而不会对性能产生负面影响。虽然远程操作是一个很好的探索研究领域,相对较少的研究已经做了检查摩擦对控制界面的影响。本文介绍了一个两足控制接口的对比实验。一种装置使用摩擦,另一种装置没有额外的摩擦,所以在任何方向上运动的阻力都很小。实验采用到达任务和路径跟踪任务来比较接口。唯一有统计学意义的性能差异是摩擦界面减少了停在目标处所需的时间,并减少了停在目标处时的过度运动。此外,受试者对摩擦界面表现出偏好。结果表明,摩擦可以添加到脚接口来支持设备和用户,并提供一些积极的性能增益。
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引用次数: 0
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Mechatronic Systems and Control
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