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2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)最新文献

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Hard Real-Time Capable OPC UA Server as Hardware Peripheral for Single Chip IoT Systems 硬实时功能的OPC UA服务器作为单芯片物联网系统的硬件外设
C. Iatrou, Heiner Bauer, Markus Graube, S. Höppner, Julian Rahm, L. Urbas
The fast semantics project examines the use of the OPC Unified Architecture (OPC UA) in embedded industrial systems and proposes the design of a customizable, hard real time capable OPC UA Intellectual Property Core (IP Core) for single chip computing plattforms. This allows using OPC UA in both novel energy efficient sensor applications and in state of the art field devices. These single chip OPC UA servers form the semantic data sources for future applications such as cloud based added value services or machine learning applications. This article presents the design alternatives and first synthesis results for the implementation of OPC UA servers in embedded systems.
快速语义项目研究了OPC统一架构(OPC UA)在嵌入式工业系统中的使用,并提出了一种可定制的、具有硬实时能力的OPC UA知识产权核心(IP核)的设计,用于单芯片计算平台。这允许在新型节能传感器应用和最先进的现场设备中使用OPC UA。这些单芯片OPC UA服务器为未来的应用程序(如基于云的增值服务或机器学习应用程序)提供语义数据源。本文介绍了在嵌入式系统中实现OPC UA服务器的设计方案和初步综合结果。
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引用次数: 5
Open Cognitive Control System Architecture 开放认知控制系统架构
Z. Manjiyani, C. Iatrou, Markus Graube, L. Urbas
In recent years, the automation industry is moving towards Industry 4.0 and cyber-physical systems. There is an increasing demand for smarter plants and plant modules. In this paper, we are proposing an architecture for the open cognitive control system. This will provide the benefits of a control strategy based on the data analysis. With the possibility to connect with the cloud, this will enable easy updates and exchange of task modules that would ensure the system to keep up with the technological advancements. This will also improve the accuracy and lifetime of the automation system. To meet the requirements of flexibility, speed and reliability of the system, the architecture has been based on distributed and concurrent systems design. A detailed description of the architecture along with its challenges have been presented in this paper. A comparison of different implementation techniques for certain blocks has also been discussed.
近年来,自动化行业正朝着工业4.0和网络物理系统的方向发展。对智能工厂和工厂模块的需求不断增加。在本文中,我们提出了一个开放式认知控制系统的架构。这将提供基于数据分析的控制策略的好处。有了与云连接的可能性,这将使任务模块的更新和交换变得容易,从而确保系统跟上技术进步。这也将提高自动化系统的精度和使用寿命。为了满足系统对灵活性、快速性和可靠性的要求,该体系结构采用了分布式和并行系统设计。本文详细描述了该体系结构及其面临的挑战。还讨论了某些块的不同实现技术的比较。
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引用次数: 0
Computer Vision and Human-Machine Interaction in Industrial and Factory Automation [breaker page] 工业和工厂自动化中的计算机视觉与人机交互
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引用次数: 0
Framework for the Closed-Form Calculation of Forward and Inverse Kinematics for Basic Kinematics in Reconfigurable Multi-Component Systems 可重构多部件系统基本运动学正逆封闭计算框架
Caren Dripke, Yuesheng Sun, A. Verl
Until now, reconfigurable automation systems require a high engineering effort for the reconfiguration in order to begin production. Plug-and-play concepts are rare and usually only cover part of the disciplines involved in the mechatronic system. One of the challenges of reconfigurable systems considered in the research project DEVEKOS is the rearrangement of positioning axes into simple kinematic structures as it is required for the manufacturing process. In order to implement synchronous control of the multi-axes group, the calculation of the forward and inverse kinematics is necessary. This paper introduces a framework in which the kinematic description of the multi-axes group can be imported in a customized AutomationML-file. The framework then verifies the characteristics of the kinematics and considers common strategies for solving the inverse kinematics. The implementation presented recognizes four different types of basic kinematic structures and automatically calculates the inverse kinematic equations in those cases.
到目前为止,可重新配置的自动化系统需要很高的工程努力来重新配置,以便开始生产。即插即用的概念很少,通常只涵盖机电系统中涉及的部分学科。在研究项目DEVEKOS中考虑的可重构系统的挑战之一是将定位轴重新排列成制造过程所需的简单运动学结构。为了实现多轴组的同步控制,需要进行正运动学和逆运动学的计算。本文介绍了一种可将多轴组的运动描述导入自定义automationml文件的框架。然后,该框架验证了运动学的特征,并考虑了求解逆运动学的常用策略。该实现可以识别四种不同类型的基本运动学结构,并在这些情况下自动计算运动学逆方程。
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引用次数: 0
Smart system for calibration of automotive racks in Logistics 4.0 based on CAD environment 物流4.0中基于CAD环境的汽车货架智能标定系统
L. A. Ferreira, M. A. Souto, D. Fernández, Miguel Carmody, Jorge Cebreiros
Logistics racks used in the automotive sector for the transport and storage of the parts require a dimensional control with high requirements in terms of tolerance. The high measurement time and cost of commercial solutions leads to the development of more flexible options to deal with these lacks. Therefore, an industrial implementation based on different technologies is shown in this paper. The proposed solution is a novel development involving powerful and user-friendly interface, secure cloud environment, machine vision development and predictive ability. The prototype measures specific elements that compound a rack, by means of an interface based on Computer Aided Design (CAD) environment and a database stored in a cloud server capable of analyze the information through machine learning algorithms.
汽车行业中用于运输和储存零件的物流货架对尺寸控制的公差要求很高。商业解决方案的高测量时间和成本导致开发更灵活的选项来处理这些不足。因此,本文展示了基于不同技术的工业实现。提出的解决方案是一个新的发展,涉及强大的用户友好界面,安全的云环境,机器视觉开发和预测能力。该原型通过基于计算机辅助设计(CAD)环境的接口和存储在云服务器中的数据库来测量组成机架的特定元素,该数据库能够通过机器学习算法分析信息。
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引用次数: 0
Remaining Useful Life estimation for production devices in the automotive industry based on health threshold and cyclical data streaming 基于健康阈值和循环数据流的汽车工业生产设备剩余使用寿命估算
Jonathan Manrique Garay, C. Diedrich
Remaining Useful Life estimation based on stochastic methods has been widely used with successful results to forecast the first hitting time of a failure threshold on turbomachinery, as well as in navigation systems of real weapons. Nevertheless, not enough attention has been paid in the implementation in real production environments. Most of the Remaining Useful Life estimation methods implement an online adaption with each new data input, and with this they generate an updated estimation of the remaining useful life. However, given the conditions in the production, in some applications would be easier to generate an estimation based on remaining cycles before failure. Remaining cycles would be helpful to make maintenance decisions based on available produced parts, reducing undesired uncertainties generated by long pauses on the production bounded to human schedules. In this research, we implement Remaining Useful Life estimation on real production devices based on Bayesian prognosis, Wiener process, and Monte Carlo simulations. These methods are adjusted to deliver a result suitable for decision making in production environments. Moreover, a health score is implemented to generate an estimation only after some wear on the device is detected.
基于随机方法的剩余使用寿命估计已被广泛应用于涡轮机械和实际武器导航系统中,并取得了成功的结果。然而,在实际生产环境中的实现方面并没有得到足够的重视。大多数剩余使用寿命估计方法实现了对每个新数据输入的在线调整,并由此生成对剩余使用寿命的更新估计。然而,考虑到生产中的条件,在一些应用程序中,基于故障前的剩余周期更容易生成估计。剩余的周期将有助于根据可用的已生产部件做出维护决策,从而减少由于受人类计划限制的长时间生产暂停所产生的不确定性。在本研究中,我们基于贝叶斯预测、维纳过程和蒙特卡罗模拟实现了对实际生产设备的剩余使用寿命估计。对这些方法进行调整,以提供适合于生产环境中的决策制定的结果。此外,还实现了健康评分,以便仅在检测到设备上的某些磨损后生成估计。
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引用次数: 2
Methodology for risk management related to cyber-security of Unmanned Aircraft Systems 与无人机系统网络安全相关的风险管理方法
T. Tran, J. Thiriet, N. Marchand, A. Mrabti, G. Luculli
Nowadays, the market of Unmanned Aerial Systems (UAS) develops progressively with a lot of applications such as: infrastructure monitoring, law enforcement, environment research, goods transportation, etc. However, due to the lack of human observation, communication capacities, and protection, a UAS is an appropriate target for a criminal or a terrorist cyber attack. Therefore, risks related to the cyber-security need to be taken into account during the development of a UAS. This document presents a risk management methodology related to cyber-security. The expected result of the application of this methodology is a list of cyber-security requirements which guides the development of cyber-security countermeasures.
目前,无人机系统(UAS)市场不断发展,应用领域包括:基础设施监控、执法、环境研究、货物运输等。然而,由于缺乏人类的观察、通信能力和保护,无人机是犯罪分子或恐怖分子网络攻击的合适目标。因此,在无人机系统的开发过程中,需要考虑到与网络安全相关的风险。本文介绍了一种与网络安全相关的风险管理方法。应用该方法的预期结果是一个网络安全需求列表,指导网络安全对策的发展。
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引用次数: 3
Complex automation systems and systems engineering [breaker page] 复杂自动化系统和系统工程[break page]
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引用次数: 0
An APMonitor Temperature Lab PID Control Experiment for Undergraduate Students 基于APMonitor温度实验室的大学生PID控制实验
Paulo Moura Oliveira, J. Hedengren
Students born in a digital era require adjusted teaching and learning methodologies incorporating new technologies. A common difficulty found by students is how to test their controller designs in a real system. Thus, the development of affordable, portable and easy to use feedback control kits is highly desirable. The idea is that both lecturers and students can perform simple practical experiments anytime and anywhere. The APMonitor temperature control lab is an Arduino based control kit which fulfils these requirements. Proportional, integrative and derivative control is in operation in the vast majority of industrial process control loops. Thus, it is a mandatory topic in most undergraduate introductory feedback control courses. A teaching/learning PID control experiment for undergraduate Biomedical Engineering student’s based on the temperature control lab is reported here. Results received from students are presented.
出生在数字时代的学生需要适应新技术的教学方法。学生们发现的一个常见困难是如何在实际系统中测试他们的控制器设计。因此,开发价格合理、便携且易于使用的反馈控制套件是非常可取的。这个想法是讲师和学生都可以随时随地进行简单的实际实验。APMonitor温度控制实验室是一个基于Arduino的控制套件,满足了这些要求。比例、综合和导数控制在绝大多数工业过程控制回路中运行。因此,它是一个必修的主题,在大多数本科入门反馈控制课程。本文报道了一种基于温控实验室的生物医学工程本科生教学/学习PID控制实验。介绍了从学生那里收到的结果。
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引用次数: 23
Analysis of the Round Trip Time of OPC UA and TSN based Peer-to-Peer Communication 基于OPC UA和TSN的点对点通信往返时间分析
A. Eckhardt, Sebastian Müller
At the SPS IPC Drives in Germany a joint working group between the leading automation manufacturers announced to work together on a set of vendor independent standards for the next generation of industrial communication products. This set of standards is based on OPC UA and Time Sensitive Networking (TSN) and shall be used throughout the automation pyramid. This work contributes to analyze the performance of OPC UA and TSN. Therefore, a test framework is implemented to measure the round trip time of a peer-to-peer communication. The round trip time is an important performance indicator for controller-to-controller and controller-to-field device use cases.
在德国的SPS IPC Drives上,一个由领先的自动化制造商组成的联合工作组宣布,将共同为下一代工业通信产品制定一套独立于供应商的标准。这套标准基于OPC UA和时间敏感网络(TSN)以及整个自动化金字塔中的应使用。该工作有助于分析OPC UA和TSN的性能。因此,实现了一个测试框架来测量点对点通信的往返时间。往返时间是控制器到控制器和控制器到现场设备用例的重要性能指标。
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引用次数: 11
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2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
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