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Smart Sensors for the Intelligent Container 智能集装箱的智能传感器
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7155752
R. Jedermann, T. Poetsch, W. Lang
Food losses along the cold chain can be reduced by accurate monitoring of the transport conditions. After 10 years of research on the 'Intelligent Container' we summarize our results in regard to the following questions: a) What are the challenges in establishing a wireless communication systems that links sensors inside food packing with global networks? b) Which sensors are most useful to detect deviations of food quality? c) Which improvements in the food chain are possible if detailed data about temperature and quality deviations are provided? d) What level of intelligence or smartness can be implemented on sensor or container level?
通过准确监测运输条件,可以减少冷链上的食品损失。经过10年对“智能容器”的研究,我们总结了关于以下问题的结果:a)建立将食品包装内的传感器与全球网络连接起来的无线通信系统的挑战是什么?b)哪些传感器对检测食品质量偏差最有用?c)如果提供了关于温度和质量偏差的详细数据,食物链中哪些改进是可能的?d)在传感器或容器级别上可以实现什么级别的智能或智能?
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引用次数: 11
1.5 Billion Events a week - a statistical assessment for smart transport items in German FMCG supply chains 每周15亿次事件——德国快速消费品供应链中智能运输项目的统计评估
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156022
Philipp Wrycza, Alexander Hille, Bjoern Anderseck
This paper is based on the research project smaRTI which is an acronym for smart reusable transport items. The project started in July 2010 and ended December 2013. One of the core ideas of the project is to use smart reusable transport items with automatic identification technology such as barcode or RFID in order to generate events, at different capture points in the supply chain of the companies. An example for a typical event, based on the GS1 EPCIS standard, would be "shipping" after an order has been dispatched. The events are uploaded in a cloud based data storage, where all of the project partners are able to monitor them in real time. This paper explains how to gross up data volume caused by around 600 relevant transport items in 34 weeks of the pilot to the fast moving consumer goods (short: FMCG) industry in Germany. It describes the strategy and the used statistical methods for the extrapolation and explains the results.
本文基于smaRTI研究项目,smaRTI是智能可重复使用运输物品的缩写。该项目于2010年7月开工,2013年12月结束。该项目的核心理念之一是使用具有自动识别技术(如条形码或RFID)的智能可重复使用运输物品,以便在公司供应链的不同捕获点生成事件。基于GS1 EPCIS标准的一个典型事件示例是在订单发出后的“发货”。事件上传到基于云的数据存储中,所有项目合作伙伴都能够实时监控它们。本文阐述了如何将试点34周内约600个相关运输项目对德国快速消费品(简称:FMCG)行业产生的数据量进行汇总。它描述了外推的策略和使用的统计方法,并解释了结果。
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引用次数: 2
Development of an Algorithm to Control and Optimize the Coordinated Charging Process of a Group of Electric Vehicles 一种控制与优化电动汽车群协调充电过程的算法研究
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156029
Roham Torabi, C. Sabino, Á. Gomes
The increasing number of electric vehicles (EVs) in the near future will require control systems endowed with adequate algorithms able to manage their recharging process and avoiding massive investment in reinforcement of low voltage distribution network infrastructure. The deployment of EVs as an alternative to internal combustion engines will pose new challenges for electric power systems, grid operators, electricity suppliers and consumers. The impacts of the increasing penetration of EVs will be felt at the level of the distribution grid, as the lack of infrastructure capacity may hinder the increasing number of EVs from being simultaneously charged. Scenarios in which there is no local coordination between all the EVs to be charged through the same distribution power transformer may lead to new peak demands, possibly impeding the charging of all the vehicles. Therefore, the increasing number of EVs will require a control system to manage their recharging process. This study proposes the development of a decentralized charging control system, which is able to control and optimize the charging process of number of EVs in a coordinate way. Thus charging a greater number of EVs will be feasible without needing to invest in increasing the capacity of the grid infrastructure. To accomplish this, the algorithm considers the users preferences, such as their next time of use and desired state of charge while taking every users tariff scheme into consideration (i.e. different price structures/values and contracted power). The optimization objectives will be set for both the distribution grid operator, maximizing the number of EVs being charged simultaneously and for the consumers, minimizing the deviation from the minimum cost of the charge. Various entities are interested in such management. For instance, the distribution grid operator is interested in managing the charging to incorporate the maximum number of EVs without massively reinforcing the grid, whereas the consumers are interested in minimizing the cost of charging and increasing the reliability of supply. It is expected to develop a flexible algorithm, which may be used in scenarios with different electric grid characteristics and consumer load profiles. The integration of different charging patterns and various types of electricity tariffs leads to a more realistic approach.
在不久的将来,越来越多的电动汽车(ev)将需要具有足够算法的控制系统来管理其充电过程,并避免在加强低压配电网基础设施方面进行大量投资。电动汽车作为内燃机的替代品,将给电力系统、电网运营商、电力供应商和消费者带来新的挑战。电动汽车日益普及的影响将体现在配电网层面,因为基础设施容量的缺乏可能会阻碍越来越多的电动汽车同时充电。通过同一配电变压器充电的所有电动汽车之间没有局部协调的情况可能会导致新的峰值需求,可能会阻碍所有车辆的充电。因此,越来越多的电动汽车将需要一个控制系统来管理它们的充电过程。本研究提出开发一种分散式充电控制系统,以协调方式控制和优化电动汽车数量的充电过程。因此,为更多的电动汽车充电是可行的,而无需投资增加电网基础设施的容量。为了实现这一目标,该算法考虑了用户的偏好,例如他们的下一次使用时间和期望的充电状态,同时考虑了每个用户的电价方案(即不同的价格结构/价值和合同功率)。将为配电网运营商设置优化目标,使同时充电的电动汽车数量最大化,为消费者设置优化目标,使与充电成本的最小偏差最小化。各种实体都对这种管理感兴趣。例如,配电网运营商感兴趣的是在不大规模加固电网的情况下管理充电以纳入最大数量的电动汽车,而消费者感兴趣的是最小化充电成本和提高供电可靠性。预计将开发出一种灵活的算法,可用于具有不同电网特性和消费者负荷概况的场景。将不同的收费模式和不同类型的电价整合起来,是一种更现实的方法。
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引用次数: 3
Event-Driven Production Control based on Sensor Events 基于传感器事件的事件驱动生产控制
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156031
Sebastian Kropp, G. Schuh
Identification and prompt reaction of unforeseen events are becoming increasingly important for companies. The event-driven architecture therefor provides the informational solution for a smoothly integration of sensor events in the existing IT infrastructure. An exact specification of the events to be processed is essential. In this article a procedure for building an event model for production control and the basic properties of the model will be presented. In a higher abstraction layer those are the control variables of production control. On a lower level status data of production for real-time feedback is delivered by basic sensor-events and machine data logging.
对企业来说,识别和迅速应对突发事件变得越来越重要。因此,事件驱动的体系结构为传感器事件在现有IT基础结构中的顺利集成提供了信息解决方案。要处理的事件的精确规范是必不可少的。本文将介绍一个用于生产控制的事件模型的构建过程和模型的基本属性。在更高的抽象层中,这些是生产控制的控制变量。在较低的层次上,用于实时反馈的生产状态数据由基本的传感器事件和机器数据记录提供。
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引用次数: 3
Detecting Smart Plug Configuration Changes in Smart Homes 检测智能家居中的智能插头配置变化
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156016
A. Leonardi, H. Ziekow, D. Konchalenkov, A. Rogozina
Over recent years several smart home systems have emerged that use wireless sensors - called smart plugs - for measuring and controlling electrical consumers. These sensors provide the basis for applications like home automation and energy monitoring. However, the application logic requires correct metadata about the association of sensors with electrical devices. Today's solutions lack technical means for ensuring correctness of the associations but rely on the users diligence. In this paper we present a solution that uses machine-learning to automate tasks of metadata management for smart homes. The solution is tailored to the limited sensing capabilities of typical smart plugs. We also present experimental results based on real-world data from a pilot with several smart home installations. The experiments give insights into the applicability of different machine learning algorithms, suitable feature sets, and the overall performance of the solution.
近年来,一些智能家居系统已经出现,它们使用无线传感器——被称为智能插头——来测量和控制用电。这些传感器为家庭自动化和能源监控等应用提供了基础。但是,应用程序逻辑需要关于传感器与电气设备关联的正确元数据。目前的解决方案缺乏保证关联正确性的技术手段,而是依赖于用户的勤奋。在本文中,我们提出了一种使用机器学习来自动化智能家居元数据管理任务的解决方案。该解决方案是针对典型智能插头有限的传感能力量身定制的。我们还介绍了基于几个智能家居安装试点的真实世界数据的实验结果。这些实验深入了解了不同机器学习算法的适用性、合适的特征集以及解决方案的整体性能。
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引用次数: 6
Controlling Smart Objects from Web Applications using the Webinos Platform 使用Webinos平台从Web应用程序控制智能对象
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156018
V. Catania, G. L. Torre, Daniela Ventura
We are surrounded by many objects with which we interact every day. In the future most of these objects will be able to process information and communicate with each other. When this technological barrier will be overcome, the next step will be to facilitate users to interact with these objects. In this paper we try to anticipate this need by proposing a platform that allows users to control objects around them, by transforming the features offered by such objects as services that can be invoked from web applications. The intent of this work is to take advantage of the user-experience in using web and mobile applications to create a kind of "continuity" in the way users interact with real objects. To try to achieve this we further propose a web application which, relying on the proposed platform, aids users to control objects in a domestic environment. Leveraging on the principles of the augmented reality, this application identifies the objects and creates a virtual representation of them. Moreover the application, using a dedicate API for smart objects that we are going to propose, allows users to access objects features.
我们每天都被许多与我们互动的物体所包围。在未来,大多数这些物体将能够处理信息并相互通信。当这个技术障碍被克服后,下一步将是方便用户与这些对象进行交互。在本文中,我们尝试通过提出一个平台来预测这种需求,该平台允许用户控制他们周围的对象,通过将这些对象提供的功能转换为可以从web应用程序调用的服务。这项工作的目的是利用使用网络和移动应用程序的用户体验,在用户与真实对象交互的方式中创造一种“连续性”。为了实现这一目标,我们进一步提出了一个web应用程序,该应用程序依赖于所提出的平台,帮助用户控制家庭环境中的对象。利用增强现实的原则,这个应用程序识别对象并创建它们的虚拟表示。此外,该应用程序使用我们将要提出的智能对象专用API,允许用户访问对象特性。
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引用次数: 0
Wireless Sensor System for Industrial Applications Powered by Thermoelectric Generator 热电发电机驱动的工业无线传感器系统
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156017
Gerd vom Boegel, F. Meyer, M. Kemmerling
The industrial environment of a manufacturing plant is a suitable field of application for a variety of measuring tasks for process monitoring on the use of thermoelectric generators (TEG) for the power supply of wireless sensor modules. This paper describes the various aspects of the development of a self-sustaining system using the example of coolant monitoring and control. Subject is a continuous pressure and temperature measurement at each mold of a cooling system. Furthermore, wireless transmission of data to a central base station is required, wherein more than 50 sensor modules have to share one radio channel. The energy for operation of the sensor module is provided by a TEG using the temperature difference between the coolant tube and the "warm" environment. To attain a stable energy supply, various TEG and construction practices with controlled heat flow have been evaluated and optimized. In combination with a specific power management a robust, industry-compliant solution has been realized.
制造工厂的工业环境是使用热电发电机(TEG)为无线传感器模块供电的过程监控的各种测量任务的合适应用领域。本文以冷却剂监测和控制为例,介绍了自持系统开发的各个方面。主题是在冷却系统的每个模具上进行连续的压力和温度测量。此外,需要将数据无线传输到中央基站,其中50多个传感器模块必须共享一个无线电信道。传感器模块的运行能量由TEG提供,利用冷却剂管和“温暖”环境之间的温差。为了获得稳定的能源供应,对各种TEG和控制热流的施工方法进行了评估和优化。与特定的电源管理相结合,实现了一个强大的、符合行业标准的解决方案。
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引用次数: 5
Energy self-sufficient sensor nodes for the detection of gaseous hazardous substances in case of disaster 能量自给自足的传感器节点,用于在灾难发生时检测气态有害物质
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156019
S. Rademacher, J. Woellenstein
This paper focuses on a gas sensor node for the use in disaster management. The aim is the development of a low cost, low power system for spatially resolved, accurate gas measurements. This is achieved through the integration of various low cost and low power gas, temperature and humidity sensors, combined with intelligent signal processing and information fusion. Furthermore, a low cost localization system for the relative positioning of the sensor nodes is implemented.
本文研究了一种用于灾害管理的气体传感器节点。目标是开发一种低成本,低功耗的系统,用于空间分辨,精确的气体测量。这是通过集成各种低成本、低功耗的气体、温湿度传感器,结合智能信号处理和信息融合来实现的。此外,还实现了传感器节点相对定位的低成本定位系统。
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引用次数: 0
Unleashing the Power of Events out of Smart Transport Items 释放智能交通项目的事件力量
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156023
Martin Stockmann, Bjoern Anderseck, Alexander Hille
The project smaRTI aims for the development of an autonomous material flow by the means of intelligent transport items through the usage of autoID technologies and the concept of the internet of things. Within this work, the transferability of Event-Driven Architectures within the project is being discussed in order to take advantage of its high efficiency by the means of generating logistical KPIs out of big data event streams and to even trigger automated processes.
smaRTI项目旨在通过使用自动识别技术和物联网概念,通过智能运输项目开发自主物流。在这项工作中,正在讨论项目中事件驱动架构的可移植性,以便通过从大数据事件流中生成物流kpi来利用其高效率,甚至触发自动化流程。
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引用次数: 1
Analysis of Average Outage Probabilities in a Finite, Centralised Radio Network with Slotted Random Access 具有开槽随机接入的有限集中无线网络的平均中断概率分析
Pub Date : 2014-07-01 DOI: 10.1109/SMARTSYSTECH.2014.7156028
H. Lieske, Frederik Beer, J. Fischer, Gerd Killian, J. Robert, A. Heuberger
The paper analyses the outage probability of a radio node in a finite size large-scale data aggregation network which employs slotted random medium access. In most literature, this performance metric is usually derived from a Poisson point process distribution of radio nodes in infinite space. In contrast, we analyse a network with finite area and a fixed number of interfering nodes using a binomial point process. Based on the point process, conditional outage probabilities in a log-normal fading channel in case of n interferers are derived. These interim results are used to obtain the outage probability of a desired radio node as a function of the offered network load. We present numerical outage probabilities for distinct path loss exponents, capture thresholds and varying distances between node and receiver.
本文分析了采用开槽随机介质接入的有限规模大型数据汇聚网络中无线节点的中断概率。在大多数文献中,这种性能度量通常是从无限空间中无线电节点的泊松点过程分布中推导出来的。相反,我们使用二项点过程分析有限面积和固定数目干扰节点的网络。基于点过程,导出了对数正态衰落信道在n个干扰条件下的条件中断概率。这些中间结果用于获得期望无线电节点的中断概率作为提供的网络负载的函数。我们给出了不同路径损失指数、捕获阈值和节点与接收器之间距离变化的数值中断概率。
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引用次数: 0
期刊
Smart SysTech 2014; European Conference on Smart Objects, Systems and Technologies
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