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2017 13th IEEE Conference on Automation Science and Engineering (CASE)最新文献

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Optimal motion planning and control of a crack filling robot for civil infrastructure automation 土木基础设施自动化裂缝填充机器人最优运动规划与控制
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256310
Chaoke Guo, Kaiyan Yu, Yongbin Gong, J. Yi
Surface cracks exist in many civil infrastructures such as road and bridge deck surfaces, parking lots, and building surfaces, etc. To prevent the crack growth and further deterioration, it is necessary to fill these cracks with appropriate materials on time. We present a robotic crack filling system that can effectively and efficiently deliver fluidic repairing materials to fill surface cracks. Motion planning and cracking filling control are the two main tasks presented in this paper. We present a graph-based crack coverage (GCC) algorithm to solve motion planning problem. The filling motion control is captured by a model predictive control (MPC) scheme given the mobile platform trajectory. We also develop a crack-filling robotic prototype. Simulation and experimental results are presented to demonstrate the system design and performance evaluation.
表面裂缝存在于许多民用基础设施中,如道路、桥梁桥面、停车场、建筑物表面等。为了防止裂纹扩大和进一步恶化,有必要及时用适当的材料填充这些裂纹。我们提出了一种机器人裂缝填充系统,它可以有效地输送流体修复材料来填充表面裂缝。运动规划和裂缝填充控制是本文的两个主要工作。提出了一种基于图的裂纹覆盖算法来解决运动规划问题。在给定移动平台运动轨迹的情况下,采用模型预测控制(MPC)方法实现填充运动控制。我们还开发了一个裂缝填充机器人原型。仿真和实验结果验证了系统的设计和性能评价。
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引用次数: 1
Intelligent robust milling tool wear monitoring via fractal analysis of cutting force 基于切削力分形分析的智能鲁棒铣刀磨损监测
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256273
Tongshun Liu, K. Zhu
The intelligent tool wear monitoring is of great importance to improve the milling precision and efficiency. In traditional intelligent tool wear monitoring methods, features used to indicate tool wear always vary with cutting conditions and hence not applicable in cutting condition-varying cases. In this paper, a cutting condition robust milling tool wear monitoring method is proposed. In the method, the irregularity of cutting force is measured by fractal dimension and then utilized to indicate the tool wear level. Experiments of tool wear monitoring are conducted for high speed CNC manufacturing. The simulation results show that the proposed fractal dimension of cutting force is capable to indicate tool wear level and robust to cutting conditions.
刀具磨损智能监测对提高铣削精度和效率具有重要意义。在传统的智能刀具磨损监测方法中,用来表示刀具磨损的特征总是随着切削条件的变化而变化,因此不适用于切削条件变化的情况。提出了一种切削工况下铣刀磨损监测方法。该方法通过分形维数测量切削力的不规则性,并以此来指示刀具的磨损程度。针对高速数控加工进行了刀具磨损监测实验。仿真结果表明,所提出的切削力分形维数能够反映刀具的磨损程度,对切削工况具有较强的鲁棒性。
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引用次数: 1
Design and development of an hexacopter for air quality monitoring at high altitudes 高空空气质量监测六旋翼机的设计与研制
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256309
Monica Abarca, Carlos Saito, A. Angulo, J. A. Paredes, F. Cuéllar
This paper describes the design of a hexacopter platform for air quality measurement purposes outfitted with gear that allows it to fly at altitudes up to 5000 meters above sea level (MASL). The multicopter is equipped with sensing technology to monitor the quality of the air, thus, presenting itself as a portable and easy-to-position in 3-dimensional environments alternative to high-cost static monitoring stations. Aside from the design considerations regarded to allow the aircraft to fly at high altitudes, a methodology is presented to describe the process concerning air quality data acquisition. This work features an analysis of the performance of the hexacopter by scrutinizing data from flight tests held at high-altitude and sea level locations and an analysis of results from the values obtained by the drone's low-cost sensors, which are compared against the data obtained from professional equipment certified by the EPA (Environmental Protection Agency of United States) from SENAMHI, the local regulatory entity in Peru.
本文描述了一种用于空气质量测量的六旋翼平台的设计,该平台配备了齿轮,使其能够在海拔5000米以上的高度飞行。这架多旋翼飞机配备了传感技术来监测空气质量,因此,作为一种便携式和易于定位的三维环境,它可以替代高成本的静态监测站。除了考虑到允许飞机在高海拔飞行的设计考虑外,还提出了一种方法来描述有关空气质量数据采集的过程。这项工作的特点是,通过仔细审查在高海拔和海平面地点进行的飞行试验的数据,分析六旋翼机的性能,并分析无人机的低成本传感器获得的值的结果,并将其与秘鲁当地监管实体SENAMHI从EPA(美国环境保护局)认证的专业设备获得的数据进行比较。
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引用次数: 4
Occupancy detection in elevator car by fusing analysis of dual videos 基于双视频融合分析的电梯轿厢占用检测
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256218
Jianhong Zou, Qianchuan Zhao
Detection of occupancy in the elevator car is becoming increasingly important because the elevator control system relies the real-time data on occupancy to avoid overload, improve comfort and reduce energy consumption. This paper focuses on detection of occupancy of elevator car in the video scenes in oblique views. We propose an occupancy detection method fusing analysis of dual synchronous videos captured by two cameras installed inside and outside the elevator, respectively. One video is used to detect the absolute value of occupancy by the duration of full opening state of the elevator door. The other video is used to solve the coefficient of the occupancy by the change of foreground areas before and after the elevator door is opened. The absolute value and the coefficient jointly determines occupancy measurement. The experimental result verifies the effectiveness of our method and the correctness reaches up to 91.7%, exceeding that of the traditional method based on pixel statistics in the connected area. This method may contribute to the elevator control system after it is integrated with the video surveillance system.
电梯轿厢内的占用率检测变得越来越重要,因为电梯控制系统依赖于占用率的实时数据来避免超载,提高舒适性和降低能耗。本文主要研究斜视视频场景中电梯轿厢占用率的检测问题。我们提出了一种融合分析电梯内外两台摄像机拍摄的双同步视频的占用检测方法。一段视频通过电梯门全开状态的持续时间来检测占用的绝对值。另一个视频是通过电梯门打开前后前景面积的变化来求解占用系数。绝对值和系数共同决定了占用量的大小。实验结果验证了该方法的有效性,正确率达到91.7%,超过了基于连通区域像素统计的传统方法。该方法在与视频监控系统集成后,可为电梯控制系统的应用做出贡献。
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引用次数: 4
Quadruple adaptive redundancy with fault detection estimator 带有故障检测估计器的四重自适应冗余
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256160
Dohyeung Kim, R. Voyles
As a result of advances in technology, systems have grown more and more complex, leading to greater opportunities for failure. System fault has become an increasingly significant threat to the reliability and fault tolerance of automation systems. Redundancy of components within the system is one popular method for enhancing fault tolerance. One of the simple and effective methods for fault tolerance that has stood the test of time is Triple Modular Redundancy, which provides not one redundant copy of a critical system component, but two extra copies for a total of three. Ironically, providing three copies of a sensor, for example, only provides tolerance to one failure. It takes four copies to provide resilience to a double-point failure, but this can be expensive in terms of the cost of sensors and installation, wiring, and interface circuitry. We propose Quadruple Adaptive Redundancy, a new method that adds software-based estimation techniques, rather than additional hardware components, to achieve higher levels of robustness with virtually no incremental cost. In this paper, the performance of Quadruple Adaptive Redundancy is verified through computer simulations and compared to Triple Modular Redundancy with one and two induced sensor failures.
由于技术的进步,系统变得越来越复杂,导致更大的失败机会。系统故障已成为自动化系统可靠性和容错性日益严重的威胁。系统内组件冗余是增强容错性的一种常用方法。经过时间考验的简单有效的容错方法之一是Triple Modular Redundancy,它提供的不是关键系统组件的一个冗余副本,而是两个额外副本,总共三个。具有讽刺意味的是,提供三个传感器副本,例如,只提供对一个故障的容忍度。它需要四个副本来提供对双点故障的弹性,但是就传感器和安装、布线和接口电路的成本而言,这可能是昂贵的。我们提出了四倍自适应冗余,这是一种新的方法,它增加了基于软件的估计技术,而不是额外的硬件组件,以实现更高水平的鲁棒性,几乎没有增加成本。本文通过计算机仿真验证了四重自适应冗余的性能,并将四重自适应冗余与单传感器故障和双传感器故障的三模冗余进行了比较。
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引用次数: 1
Adaptive slicing for the FDM process revisited 重新讨论了FDM过程的自适应切片
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256074
Florens Wasserfall, N. Hendrich, Jianwei Zhang
Adaptively computing the layer heights for 3D-printed parts has the potential to achieve high quality results while maintaining a reasonably short printing time. The basic concept, several error measures and variations of the algorithm have been around in the literature for two decades now, but never showed significant impact on widely used slicing software. Users of our early test implementations reported two major drawbacks of the existing approaches: the control measures are not intuitively usable and the resulting height distribution in many cases is not optimal for an object, requiring extensive post-editing. In this paper, we propose a more intuitive control measure and implementation based on the volumetric surface error and a subsequent manual refinement of layer heights by manipulating an interpolated height-curve. We describe the efficient computation of adaptive layers by analyzing the model surface over the full layer height. All implementations are available as ready-to-use open source software.
自适应计算3d打印部件的层高度有可能在保持相当短的打印时间的同时获得高质量的结果。该算法的基本概念、几种误差测量和变体已经在文献中出现了二十年,但从未对广泛使用的切片软件产生重大影响。我们早期测试实现的用户报告了现有方法的两个主要缺点:控制措施不是直观可用的,并且在许多情况下产生的高度分布对对象来说不是最佳的,需要大量的后期编辑。在本文中,我们提出了一种更直观的控制措施和实现,基于体积表面误差和随后通过操纵插值高度曲线来手动细化层高度。我们通过分析整个层高上的模型表面来描述自适应层的有效计算。所有的实现都是现成的开源软件。
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引用次数: 17
An L1-minimization based algorithm to measure the redundancy of state estimators in large sensor systems 基于l1最小化的大型传感器系统状态估计器冗余度量算法
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256141
V. Vijayaraghavan, Kiavash Kianfar, Yu Ding, H. Parsaei
Linear models have been successfully used to establish the connections between sensor measurements and system states in sensor networks. Finding the degree of redundancy for structured linear systems is proven to be NP-hard. Previously bound-and-decompose, 0–1 mixed integer programming and hybrid algorithms embedding 0–1 mixed integer feasibility checking within a bound-and-decompose framework have all been proposed and compared in the literature. In this paper, we exploit the computational efficiency of linear programs to present a novel heuristic algorithm which solves a series of l1-norm minimization problems in a specific framework to find extremely good solutions to this problem in remarkably small runtime.
在传感器网络中,线性模型已被成功地用于建立传感器测量与系统状态之间的联系。构造线性系统的冗余度是np困难的。先前的绑定分解、0-1混合整数规划和在绑定分解框架内嵌入0-1混合整数可行性检验的混合算法都已在文献中提出并进行了比较。在本文中,我们利用线性规划的计算效率,提出了一种新的启发式算法,该算法在特定框架中求解一系列的11范数最小化问题,从而在非常小的运行时间内找到该问题的极好的解。
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引用次数: 0
Modeling and simulation of cyberattacks for resilient cyber-physical systems 弹性网络物理系统的网络攻击建模与仿真
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256231
Nafiul Rashid, Jiang Wan, G. Quirós, A. Canedo, M. A. Faruque
Securing cyber-physical systems (CPS) is an active area of research. For example, manufacturing and military CPS have been traditionally designed without an emphasis on cybersecurity. This paper presents a model-based secure-by-design approach for modeling and simulating the cybersecurity aspects of CPS. We demonstrate our systematic approach by modeling several classes of cyberattacks that may affect the normal operations of CPS, and evaluate the impact of these attacks on the system through the use of simulation. We follow a functional modeling approach that may reduce the engineering effort and increase the quality of the developed system, while also increasing the resilience of the system when exposed to cyberattacks.
保护网络物理系统(CPS)是一个活跃的研究领域。例如,传统上,制造业和军事CPS的设计并不重视网络安全。本文提出了一种基于模型的设计安全方法,用于建模和模拟CPS的网络安全方面。我们通过对可能影响CPS正常运行的几种网络攻击进行建模来展示我们的系统方法,并通过使用仿真来评估这些攻击对系统的影响。我们遵循一种功能建模方法,可以减少工程工作并提高开发系统的质量,同时还可以增加系统在遭受网络攻击时的弹性。
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引用次数: 14
An improved global replacement strategy for MOEA/D on many-objective kanpsack problems 针对多目标背包问题的改进的MOEA/D全局替换策略
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256172
Xingxing Hao, Jing Liu, Zhenkun Wang
The multi-objective evolutionary algorithm based on decomposition (MOEA/D) decomposes a multi-objective optimization problem into a number of single scalar optimization problems and solves them simultaneously. The replacement strategy employed in MOEA/D has significant effects in terms of balancing convergence and diversity. In this paper, the effectiveness of MOEA/D with global replacement (GR) scheme is first investigated on many-objective knapsack problems. Then, we propose an improved version of GR, which is denoted as IGR, for the situation of adopting the utopian point as the reference point in MOEA/D. The experimental results on knapsack problems with 2, 4, 6, and 8 objectives illustrate that the GR scheme outperforms the original MOEA/D adopting the ideal point as the reference point and the IGR scheme outperforms the original MOEA/D adopting the utopian point as the reference point.
基于分解的多目标进化算法(MOEA/D)将多目标优化问题分解为多个单标量优化问题并同时求解。MOEA/D采用的替代策略在平衡收敛性和多样性方面具有显著的效果。本文首先研究了带全局替换的MOEA/D算法在多目标背包问题上的有效性。然后,针对MOEA/D中采用乌托邦点作为参考点的情况,我们提出了一种改进的GR,记为IGR。在2、4、6、8个目标的背包问题上的实验结果表明,以理想点为参考点的GR方案优于原MOEA/D方案,以乌托邦点为参考点的IGR方案优于原MOEA/D方案。
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引用次数: 1
Research on virtual decomposition control of free-flying space robot with an object under nonholonomic constraints 非完整约束下带目标自由飞行空间机器人虚拟分解控制研究
Pub Date : 2017-08-01 DOI: 10.1109/COASE.2017.8256306
Bo Xia, Gang Li, Shuang Yang, Xueqian Wang, Bin Liang
This paper aims at solving the stable control issue of the free-flying space robot with an object when the orientation of space base is controlled but the position is out of control using the virtual decomposition control (VDC). According to the VDC principle, the entire system is conceptually divided into such subsystems: the object, the space base, the manipulator, the reaction wheel and the massless virtual manipulator. The last term is designed to solve the nonholonomic constraints of the whole system. Based on the mathematical model of the entire system, kinematics and dynamics of every subsystem from the object to the space base are analyzed. A virtual decomposition controller of each subsystem is simultaneously designed, and this controller and the corresponding subsystem structure a control subsystem of the whole robot. All subsystem controllers constitute the controller of the entire robot system, and the combination of this controller and the robot system is the virtual decomposition control system of this robot. Then it takes two steps to achieve its stability analysis — the virtual stability of each control subsystem and the stability analysis of the whole control system. Finally, the VDC system of the free-flying space robot with an object is simulated. Simulation results show that the VDC system is stable and effective.
本文旨在利用虚拟分解控制(VDC)解决空间基座方向被控制而位置失控时带物体自由飞行的空间机器人的稳定控制问题。根据VDC原理,将整个系统在概念上划分为物体子系统、空间基地子系统、机械手子系统、反作用轮子系统和无质量虚拟机械手子系统。最后一项用于求解整个系统的非完整约束。在建立整个系统数学模型的基础上,对从目标到空间基地的各个分系统进行了运动学和动力学分析。同时设计了各子系统的虚拟分解控制器,该控制器与相应的子系统构成了整个机器人的控制子系统。各子系统控制器构成了整个机器人系统的控制器,该控制器与机器人系统的结合就是该机器人的虚拟分解控制系统。然后分两个步骤对其进行稳定性分析——各控制子系统的虚拟稳定性分析和整个控制系统的稳定性分析。最后,对带物体自由飞行空间机器人的VDC系统进行了仿真。仿真结果表明,该系统稳定有效。
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引用次数: 1
期刊
2017 13th IEEE Conference on Automation Science and Engineering (CASE)
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