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2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR)最新文献

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Isopropanol concentration control in the ultrasonic nebulization process 超声雾化过程中异丙醇浓度的控制
D. Choiński, Piotr Skupin, P. Krauze, W. Ilewicz, Zdzislaw Bielecki
The paper presents the application of the linearizing control technique for stabilization of the isopropanol concentration in the ultrasonic nebulization process. The isopropanol concentration has to be kept constant to make the nebulization process more efficient. This is achieved by manipulating the inlet flow rate of a fresh isopropanol-water mixture. Because the content of the vessel is not well-mixed, it was shown that by measuring only the isopropanol concentration at the bottom of the vessel, the control system performance could be improved by the optimal selection of controller parameters. Moreover, the simulation results have shown that the closed-loop system was stable and exhibited similar behavior, even if the nebulization rate was not know precisely.
本文介绍了线性化控制技术在超声雾化过程中稳定异丙醇浓度的应用。为了使雾化过程更有效,异丙醇的浓度必须保持恒定。这是通过控制新鲜异丙醇-水混合物的入口流速来实现的。由于容器的内容物混合不均匀,结果表明,通过仅测量容器底部的异丙醇浓度,可以通过优化控制器参数来提高控制系统的性能。此外,仿真结果表明,即使不知道精确的雾化速率,闭环系统也是稳定的,并且表现出相似的行为。
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引用次数: 1
Reduction of wave linear repetitive processes to singular Roesser model form 波线性重复过程简化为奇异Roesser模型形式
K. Gałkowski, M. S. Boudellioua, E. Rogers
Using the elementary operations algorithm, it is shown that a system matrix describing a wave discrete linear repetitive process can be reduced to that for a 2D singular Roesser model. The transformation linking the original polynomial system matrix with its associated 2D singular Roesser form is input-output equivalence. The nature of the resulting system matrix in singular form and the transformation involved are established.
利用初等运算算法,可以将描述波离散线性重复过程的系统矩阵简化为二维奇异Roesser模型的系统矩阵。将原始多项式系统矩阵与其关联的二维奇异Roesser形式联系起来的变换是输入-输出等价。建立了所得到的系统矩阵的奇异性质和所涉及的变换。
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引用次数: 5
Application of System on Chip (SoC) devices for the design of a smoke detector working with megapixel image streams 应用片上系统(SoC)器件设计处理百万像素图像流的烟雾探测器
W. Pamuła, M. Sajkowski, T. Stenzel, J. Michalak, Grzegorz Baron, Bartlomiej Szady
The paper discusses the application of System on Chip devices for processing Megapixel video streams. The domain of image processing using high resolution images is very demanding in the scope of calculating power and frequently exploits special processing hardware. The progress of integration technology brings about SoC which are capable of meeting such processing demands. Characteristics of FPGA and DSP based systems are assessed. A concise survey of chip solutions is presented and a pair of representative systems is chosen for comparison of their properties. The design of a smoke detection system is used for evaluating the advantages and drawbacks of using such SoC solutions. Almost identical image processing algorithms are implemented in the case of FPGA and DSP. Both solutions meet the image processing requirements and are suitable for real time processing. FPGA based solution is much faster as it uses pipelining for improving the utilisation of scarce memory resources.
本文讨论了片上系统在处理百万像素视频流中的应用。使用高分辨率图像的图像处理领域对计算能力的要求很高,并且经常使用特殊的处理硬件。集成技术的进步带来了能够满足这种处理需求的SoC。评估了基于FPGA和DSP的系统的特性。简要介绍了芯片解决方案,并选择了一对具有代表性的系统来比较它们的性能。烟雾探测系统的设计用于评估使用这种SoC解决方案的优点和缺点。在FPGA和DSP上实现了几乎相同的图像处理算法。两种方案均满足图像处理要求,适合实时处理。基于FPGA的解决方案更快,因为它使用流水线来提高稀缺内存资源的利用率。
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引用次数: 0
Model of ADRC speed control system for complex mechanical object with backlash 具有间隙的复杂机械物体的自抗扰速度控制系统模型
Bartlomiej Wicher, Krzysztof Nowopolski
The article presents simulation research concerning speed control of two mass system with elastic joint and backlash utilizing the ADRC method. The model of the plant and the structure of the ADRC speed controller are presented together with mathematical formulas allowing to determine the observer and controller gains. Proper quality indicator of control process is defined and also sample scenario of reference speed and load torque are shown. Finally the simulation results with comparison to 2DOF — FID speed controller, which acts as a reference, are carried out. Conclusions and future plans are presented.
本文利用自抗扰控制方法对具有弹性关节和间隙的两质量系统的速度控制进行了仿真研究。给出了被控对象的模型和自抗扰速度控制器的结构,以及确定观测器和控制器增益的数学公式。定义了控制过程的质量指标,给出了参考转速和负载转矩的样例。最后给出了仿真结果,并与作为参考的2DOF - FID速度控制器进行了比较。提出了结论和未来计划。
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引用次数: 3
The distributed model predictive controller for the nuclear power plant turbo-generator set 核电厂汽轮发电机组分布式模型预测控制器
P. Sokólski, T. Rutkowski, K. Duzinkiewicz
Typically there are two main control loops with PI controllers operating at each turbo-generator set. In this paper a distributed model predictive controller DMPC, with local QDMC controllers for the turbine generator, is proposed instead of a typical PI controllers. The local QDMC controllers utilize step-response models for the controlled system components. These models parameters are determined based on the proposed black-box models of the turbine and synchronous generator, which parameters are identified on-line with the RLS algorithm. It has been found that the proposed DMPC controller realize the reference trajectories of the effective power and the angular velocity, and damp generator voltage oscillations with satisfactory quality in comparison to the typical control structure with the PID controllers.
通常有两个主要的控制回路,PI控制器在每个汽轮发电机组上运行。本文提出了一种具有局部QDMC控制器的分布式模型预测控制器DMPC来代替典型的PI控制器。局部QDMC控制器利用阶跃响应模型对被控系统组件进行控制。在提出的水轮机和同步发电机黑盒模型的基础上确定模型参数,并利用RLS算法在线辨识模型参数。与典型的PID控制结构相比,所提出的DMPC控制器实现了有效功率和角速度的参考轨迹,以及阻尼发电机电压的振荡,质量令人满意。
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引用次数: 2
Granular jamming manipulator filled with new organic materials 填充新型有机材料的颗粒干扰机械手
Seyed Mohammad Zeyb Sayyadan, F. Gharib, Alireza Garakan
Variations of both strength and stiffness in bulk, lightweight, and high energy efficiency are the main considerable factors of Granular Jamming Flexible Manipulators (GJFM)s. These factors have distinguished GJFMs from traditional manipulators and can be provided by the most important element of manipulator's bulk which is granular media as filler. Hence, granular materials should have lightweight and provide efficient strength and stiffness in each unique vacuum pressure. Moreover, the necessity of applying Organic Granular Materials (OGM)s was felt owing to their main properties including biodegradable ability, low cost, and availability. Therefore, in this research was striven to discover a new filler as a mix of black Pepper and Datura seeds by performing an experimental test. It was applied in a GJFM as filler, then the robot's performance was examined experimentally and the results are reported in the paper.
体积、轻量化和高能效的强度和刚度变化是影响颗粒干扰柔性机械臂性能的主要因素。这些因素是GJFMs与传统机械臂不同的地方,而这些因素可以由机械臂主体中最重要的元素提供,即作为填料的颗粒介质。因此,颗粒材料应该具有重量轻,并在每个独特的真空压力下提供有效的强度和刚度。此外,由于有机颗粒材料具有可生物降解性、低成本和可获得性等主要特性,因此有必要应用有机颗粒材料(OGM)。因此,在本研究中,通过实验测试,努力发现一种新的填料,作为黑胡椒和曼陀罗种子的混合物。将其作为填料应用于GJFM中,对机器人的性能进行了实验研究,并对实验结果进行了报道。
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引用次数: 3
Estimation of DC motor parameters using a simple CMOS camera 用简单的CMOS相机估计直流电机参数
Z. Kowalczuk, Tomasz Merta
Different components of control systems for mobile robots are based on dynamic models. In low-cost solutions such a robot is wheeled and equipped with DC motors, which have to be included in the model of the robot. The model is fairly simple but determination of its parameters needs not to be easy. For instance, DC motor parameters are typically identified indirectly using suitable measurements, concerning engine voltage, current, and rotation speed under various conditions. The paper describes a method of estimating the DC motor parameters of a mobile robot using a simple CMOS camera. A color marker is attached to the robot platform, which indicates the position of the robot in the taken video images. Step excitation of the voltage input of the engine is applied, and estimation of robot's movement parameters is next performed by image processing. Then the response of the identified model is adjusted to the measured step response using Matlab functions, based on least squares. In this experiment the available maximum camera framerate appeared to be too low to record the robot movement properly. This obstacle is overcome by using the utility of CMOS cameras concerning the possibility of trading-off framerate to resolution.
移动机器人控制系统的不同组成部分是基于动态模型的。在低成本的解决方案中,这样的机器人是轮式的,并配备了直流电机,这必须包括在机器人的模型中。该模型相当简单,但确定其参数并不容易。例如,直流电动机的参数通常是通过适当的测量来间接确定的,这些测量涉及到各种条件下的发动机电压、电流和转速。本文介绍了一种利用简单的CMOS相机估计移动机器人直流电机参数的方法。机器人平台上附有一个彩色标记,表示机器人在拍摄的视频图像中的位置。对发动机输入电压进行阶跃激励,然后通过图像处理对机器人的运动参数进行估计。然后基于最小二乘法,利用Matlab函数将辨识出的模型响应调整为实测阶跃响应。在这个实验中,可用的最大摄像机帧率似乎太低,无法正确记录机器人的运动。这一障碍是通过使用CMOS相机的效用来克服的,因为它可以在帧率和分辨率之间进行权衡。
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引用次数: 2
Nonlinear inverse modeling with signal prediction in bilateral teleoperation with force-feedback 力反馈双侧遥操作信号预测非线性逆建模
M. Saków, A. Parus, M. Pajor, K. Miądlicki
In the paper a sensor-less control scheme for a bilateral teleoperation system with a force-feedback based on a prediction of an input and an output of a non-linear inverse model by prediction blocks is presented. The prediction method was designed to minimize the effect of the transport delay and the phase shift of sensors, actuators and mechanical objects. The solution is an alternative to complex non-linear models like artificial neural networks which requires complex stability analysis and control systems with high computing power. The effectiveness of the method has been verified on the hydraulic manipulator test stand.
本文提出了一种基于预测块对非线性逆模型的输入和输出进行预测的力反馈双向遥操作系统无传感器控制方案。该预测方法旨在最大限度地减少传感器、执行器和机械物体的传输延迟和相移的影响。该解决方案是人工神经网络等复杂非线性模型的替代方案,需要复杂的稳定性分析和具有高计算能力的控制系统。在液压机械手试验台上验证了该方法的有效性。
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引用次数: 14
Particle swarm based airfoil optimization for sUAV's operating in a low range of Reynold's number 基于粒子群的小型无人机低雷诺数工况翼型优化
Tom Kusznir, J. Smoczek
The paper focuses on Particle Swarm Optimization of an airfoil model for small unmanned aerial vehicles operating in low Reynolds number. The objective function to be maximized is the lift-to-drag ratio subject to different penalty constraints. The airfoil parameterization is done using Class/Shape function Transformation. Blade Element Momentum Theory is used to develop an optimum hovering propeller with the optimized airfoil and the Clark Y airfoil. The results of the numerical simulation are discussed in the paper.
研究了低雷诺数小型无人机翼型模型的粒子群优化问题。要最大化的目标函数是在不同惩罚约束下的升阻比。翼型参数化是使用类/形状函数变换完成的。利用叶片单元动量理论,对优化后的翼型和克拉克Y型进行了优化设计。文中对数值模拟的结果进行了讨论。
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引用次数: 1
Quaternion-based determination of 3D objects orientation 基于四元数的三维物体方向确定
W. Zorski
The problem of 3D objects orientation recognition in a three-dimensional image space is considered in this paper. The used method is a quaternion-based approach applied to images acquired by CT-like devices. The concept of orientation recognition comes from the well-known Ballard method of arbitrary shapes detection in two-dimensional images, now commonly known as the generalized Hough transform. Aside from quaternions, used as the main mathematical tool, the orientation recognition is based on determination of an accumulator array for Euler angles. Values in the accumulator are received using so called counting method, adopted here for voxels. Objects orientation is determined by coordinates of an element in the accumulator array with a maximum number of votes received. The elaborated method may be useful in the area of robotic surgery, especially in cases of penetrating injuries caused by foreign bodies.
本文研究了三维图像空间中三维物体的方向识别问题。所使用的方法是一种基于四元数的方法,应用于由ct类设备获得的图像。方向识别的概念来源于著名的二维图像任意形状检测的巴拉德方法,现在通常被称为广义霍夫变换。除了四元数作为主要的数学工具外,定向识别是基于欧拉角累加器阵列的确定。使用所谓的计数方法接收累加器中的值,这里采用的是体素。对象的方向由累加器数组中具有最大接收票数的元素的坐标决定。该方法可用于机器人手术领域,特别是由异物引起的穿透性损伤。
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引用次数: 2
期刊
2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR)
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