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2022 7th International Conference on Smart and Sustainable Technologies (SpliTech)最新文献

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BLE-based Power Efficient WSN for Industrial IoT Train Integrity Monitoring 基于ble的高效WSN用于工业物联网列车完整性监测
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854382
Nick De Raeve, J. Verhaevert, P. Van Torre, Frederick Ronse, H. Rogier
Monitoring train integrity is a very important topic for economical, management and safety reasons. Knowing the localization, volume and other parameters is very valuable for most train and large industry companies. Current literature focuses on placing many sensors in a Wireless Sensor Network (WSN) around the train wagons, but do not take battery lifetime into perspective. With the increasing interest in industrial Internet of Things (IoT) applications, the connectivity and battery lifetime are very important parameters. In this paper, the vibrations measured on train wagons are analyzed in order to find the most optimal trigger point to wake up or to put the WSN in a deep sleep mode. This way, a large amount of power can be saved and extend the battery lifetime significantly. Furthermore, several Received Signal Strength Indicator (RSSI) measurements were performed to find the optimal Tx level and antenna topology for communication between different wireless sensor nodes on the train wagon. The proposed measurements show that an inexpensive accelerometer and a prefabricated antenna are perfectly usable in the WSN. RF measurements on the brakes results in an average Package Receive Rate (PRR) of approximately 92 % and an Average Received Power (ARP) of around −83 dBm starting from a Tx level of 4 dBm.
从经济、管理和安全等方面考虑,列车完整性监测是一个非常重要的课题。对于大多数火车和大型工业公司来说,了解本地化、体积和其他参数是非常有价值的。目前的文献关注的是在火车车厢周围的无线传感器网络(WSN)中放置许多传感器,但没有考虑到电池的寿命。随着人们对工业物联网(IoT)应用的兴趣日益浓厚,连接性和电池寿命是非常重要的参数。为了找到唤醒或使WSN进入深度睡眠模式的最佳触发点,本文分析了列车车厢上测量到的振动。这样,可以节省大量的电力,并显着延长电池寿命。此外,还进行了多个接收信号强度指标(RSSI)测量,以找到列车上不同无线传感器节点之间通信的最佳Tx电平和天线拓扑。测量结果表明,一种廉价的加速度计和预制天线可以很好地应用于无线传感器网络。刹车的射频测量结果显示,平均包接收率(PRR)约为92%,从4 dBm的Tx电平开始,平均接收功率(ARP)约为- 83 dBm。
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引用次数: 0
Mobile-robots indoor tracking and navigation: perspectives for RFID technology 移动机器人室内跟踪和导航:RFID技术的观点
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854300
A. Motroni, A. Buffi, P. Nepa
Localization of mobile robots is a key task for the implementation of autonomous robotic systems. Several technolo-gies have been explored with advantages and disadvantages to perform this task. Recently, RFID technology has been taken into consideration due to its low cost and practicality, giving rise to a new line of research. By exploiting the probability of detection, the received signal strength, or the phase of the tag replies, it is possible to get vehicle location information. Obviously, RFID technology shows pros and cons, and several precautions must be taken into account for real-systems deployment. This work aims to give an overview of advantages and challenges that RFID technology has to face to be used on a large scale in mobile-robotics applications.
移动机器人的定位是实现自主机器人系统的关键问题。为了完成这项任务,已经探索了几种具有优缺点的技术。近年来,射频识别技术因其低成本和实用性而受到人们的重视,形成了一个新的研究方向。利用探测概率、接收到的信号强度或标签应答的相位,可以得到车辆的位置信息。显然,RFID技术有利有弊,在实际系统部署中必须考虑到一些预防措施。这项工作旨在概述RFID技术在移动机器人应用中大规模使用所面临的优势和挑战。
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引用次数: 1
Housing module with 3D printed walls: nZEB performance, energy autonomy and exported level 带有3D打印墙体的房屋模块:nZEB性能,能源自主和出口水平
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854328
F. Ascione, R. D. de Masi, M. Mastellone, F. Tariello, G. Vanoli
In this paper a building-plant system consisting in a housing module with 3D printed walls and a wooden roof is simulated with the dynamic simulation software TRNSYS 18 in coupling with an electric heat pump mainly driven by the electricity of a photovoltaic plant. Energy flows characterizing the system are dynamically assessed and on an annual basis it is evaluated if the condition of nearly Zero Energy Building (nZEB) is reached. Two further indexes - called Building Level of Energy Autonomy (BLEA) and Building Level of Energy Exported (BLEE) - are also calculated to estimate the energy autonomy and the level of energy exported in the proposed configurations. A parametric analysis considering two peak powers for the photovoltaic system (6.12 kWp and 12.24 kWp) and different sizes for the battery (from 2.16 kWh to 25.92 kWh) are investigated. Results highlights that with both photovoltaic (PV) plant layouts a positive yearly energy balance is obtained. The energy dependence decreases progressively till a certain electric storage capacity (15.12 kWh and 17.28 kWh). Over these values the BLEA stabilizes around 94% and 97% with the smallest and largest dimension of the solar field, respectively. In these conditions 44% and 68% of the produced electricity is fed into the distribution grid.
本文采用动态仿真软件TRNSYS 18,结合以光伏电站电力为主要动力的电热泵,对3D打印墙体和木质屋顶的房屋模块组成的建筑-植物系统进行了仿真。对系统的能量流特征进行动态评估,并按年对是否达到近零能耗建筑的条件进行评估。另外,还计算了两个进一步的指标——建筑能源自主水平(BLEA)和建筑能源输出水平(BLEE)——来估计在建议配置下的能源自主和能源输出水平。考虑光伏系统的两个峰值功率(6.12 kWp和12.24 kWp)和不同尺寸的电池(2.16 kWh到25.92 kWh),进行了参数化分析。结果表明,两种光伏电站布局都获得了正的年能量平衡。能量依赖性逐渐降低,直至达到一定的蓄电容量(15.12 kWh和17.28 kWh)。在这些值之上,太阳场最小和最大维度的BLEA分别稳定在94%和97%左右。在这种情况下,44%和68%的发电量被送入配电网。
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引用次数: 0
Automated and non-invasive UAV-based system for the monitoring and the group size estimation of dolphins 基于无人机的海豚监测与群体规模估算自动化非侵入系统
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854266
G. Dimauro, Lorenzo Simone, R. Carlucci, C. Fanizza, Nunzia Lomonte, R. Maglietta
Unmanned Aerial Vehicles (UAVs or drones) have been extensively applied in monitoring studies to address marine and terrestrial wildlife animals. The main advantages of UAV s are their operational flexibility and low cost. In the last few years, the need to safeguard and protect the population of cetaceans in the Gulf of Taranto (Northern Ionian Sea, Central-eastern Mediterranean Sea) has grown in importance, and the UAVs video-analysis systems meet this need. In particular, dolphins, which can be potentially harmed by human activities in this area, could benefit a lot from the use and the application of automatic systems, in terms of estimation of group size and abundance. The goal of this study is to develop an automated non-invasive system for the analysis of videos acquired by UAV s, devoted to the estimation of cetaceans group size and abundance. An automated system like the proposed one would allow having an immediate estimate of the number of the encountered cetaceans, onboard the vessel, to be compared with the estimation made by the Marine Mammal Observer (MMO) in charge or it would be a useful support system for the expert when he has to analyze the video in the laboratory. In this paper, as a case of study, the UAV s video-analysis system has been applied on videos acquired by a camera mounted on a drone, during surveys in the Gulf of Taranto. Two different models of machine learning were used, and both the trained models are able to solve the task well albeit with some limitations.
无人驾驶飞行器(uav)已广泛应用于海洋和陆地野生动物的监测研究中。无人机的主要优点是操作灵活性和低成本。在过去的几年里,保护和保护塔兰托湾(北爱奥尼亚海,地中海中东部)鲸类动物种群的需求变得越来越重要,无人机视频分析系统满足了这一需求。特别是海豚,它们可能受到人类活动的潜在伤害,在估计群体规模和丰度方面,可以从使用和应用自动系统中获益良多。本研究的目的是开发一种自动化的非侵入性系统,用于分析无人机获取的视频,用于估计鲸类动物的群体规模和丰度。一个像提议的自动化系统可以让我们立即估计船上遇到的鲸类动物的数量,并与负责的海洋哺乳动物观察员(MMO)的估计进行比较,或者当专家必须在实验室分析视频时,它将成为一个有用的支持系统。本文以塔兰托湾调查为例,将无人机视频分析系统应用于安装在无人机上的摄像机采集的视频中。使用了两种不同的机器学习模型,尽管存在一些局限性,但这两种训练模型都能够很好地解决任务。
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引用次数: 0
Use of the EVAMED tool to assess the carbon footprint of a building with a life cycle approach in the Latin American context 使用EVAMED工具评估拉丁美洲建筑的碳足迹,采用生命周期方法
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854336
Víctor Alberto Arvizu-Piña, A. A. Gonzalez, José Francisco Armendariz Lãpez, Cristina Gazulla Santos, Mariana Abigail Carmona Guzman, Juan Pablo Chargoy Amador
This work presents the design and the first advances of the EVAMED tool (Environmental Assessment of Buildings with a Life Cycle approach). Its objective is to assist the building stakeholders, mainly in Latin America, in the first design phases, for make buildings with a lower environmental impact throughout their life cycle. EVAMED's interface is friendly and intuitive, as it is aimed at a non-LCA expert user. The configuration of the project to be evaluated through EVAMED is done over a ‘wizard’ type process. The results are presented through interactive graphs that allow visualizing the potential environmental impacts from different approaches. This allows different types of evaluations to be carried out, for example, analyzing the building Carbon Footprint, the environmental impact of its use phase, or evaluating its complete life cycle. EVAMED is linked to 3D BIM models through a plug-in developed in DYNAMO. This allows to obtain the quantity of materials, either from a detailed model or from a simplified one. This feature allows the user to evaluate different construction systems for the modeled building without necessarily having made a detailed model. EVAMED uses information from various databases such as MEXICANIUH (regional database of life cycle inventories for Latin America), Environmental Product Declarations, and ECOINVENT V3. The user complements the configuration of the project by specifying the type of machines and transport used during the respective stages of its life cycle. A case study is presented where the carbon footprint of two housing proposals is analyzed where one of them considers the use of thermal insulation to improve energy efficiency during the operational stage. The case using thermal insulation reduces their life cycle carbon footprint by almost 40% compared to case who does not use it. This is due to the reduction in energy demand during the use phase, even though the carbon footprint is higher during the production phase due to the manufacture and transport of the thermal insulation. EVAMED represents a step forward in building sector sustainability, mainly in the Latin America region. Is a tool looking to facilitate the decision-making during the early stages of buildings design process, considering their energy and environmental performance throughout their life cycle.
这项工作介绍了EVAMED工具(基于生命周期方法的建筑环境评估)的设计和初步进展。它的目标是帮助建筑利益相关者,主要是在拉丁美洲,在最初的设计阶段,使建筑在其整个生命周期中对环境的影响更小。EVAMED的界面是友好和直观的,因为它是针对非lca专家用户。要通过EVAMED评估的项目配置是在“向导”类型的过程中完成的。结果通过交互式图表呈现,使不同方法的潜在环境影响可视化。这允许进行不同类型的评估,例如,分析建筑物的碳足迹,其使用阶段的环境影响,或评估其完整的生命周期。EVAMED通过DYNAMO开发的插件链接到3D BIM模型。这允许从详细模型或简化模型中获得材料的数量。该功能允许用户在没有制作详细模型的情况下评估模型建筑的不同构造系统。EVAMED使用来自各种数据库的信息,如MEXICANIUH(拉丁美洲生命周期清单区域数据库)、环境产品声明和ECOINVENT V3。用户通过指定在其生命周期的各个阶段使用的机器和运输类型来补充项目的配置。本文提出了一个案例研究,分析了两项住房建议的碳足迹,其中一项建议考虑在运营阶段使用隔热材料来提高能源效率。与不使用隔热材料的案例相比,使用隔热材料的案例减少了近40%的生命周期碳足迹。这是由于在使用阶段的能源需求减少,尽管在生产阶段由于制造和运输绝热材料的碳足迹更高。EVAMED代表了建筑行业可持续发展的一个进步,主要是在拉丁美洲地区。是一种工具,旨在促进在建筑设计过程的早期阶段的决策,考虑其整个生命周期的能源和环境性能。
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引用次数: 0
Investigating the impact of local climatic conditions and cool materials on the energy consumption of the urban building stock; a case study of Seoul 调查当地气候条件和冷材料对城市建筑能耗的影响;以首尔为例
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854232
Indira Adilkhanova, M. Santamouris, G. Yun
Rapid urbanization and reduced natural landscapes notably contributed to the formation of the urban heat island effect and as a consequence rising cooling energy demand. Increasing the surface albedo of urban surfaces allows for reducing the amount of heat absorbed by reflecting a significant part of incident solar radiation. This study investigated the impact of local climate conditions and cooling materials on the energy consumption of the building stock located in the densely populated Gangnam district in Seoul. The analysis was accomplished through the CitySim simulation tool intended for predicting the energy consumption of the building stock and the Weather Research Forecasting (WRF) model which was used for developing atmospheric conditions representing the usage of materials with a higher surface albedo. The transfer function representing the relationship between simulated and real energy consumption (EC) was developed using linear regression analysis. The R-Square value varied in the range from 0.49299 to 0.59941. The validation of the WRF showed that the WRF slightly underestimated the air temperature; the RMSE value was equal to 1.235, while MBE was equal to −0.738.
城市化的快速发展和自然景观的减少是城市热岛效应形成的重要原因,因此导致了制冷能源需求的增加。增加城市表面的反照率可以通过反射入射太阳辐射的很大一部分来减少吸收的热量。本研究调查了当地气候条件和冷却材料对建筑能耗的影响,该建筑位于人口稠密的首尔江南区。分析是通过CitySim模拟工具和天气研究预报(WRF)模型完成的,前者用于预测建筑物的能源消耗,后者用于开发代表具有较高表面反照率的材料使用的大气条件。利用线性回归分析建立了模拟能耗与实际能耗之间关系的传递函数。r平方值在0.49299到0.599941的范围内变化。WRF的验证结果显示,WRF对气温有轻微低估;RMSE = 1.235, MBE = - 0.738。
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引用次数: 0
Health-IoT: Requirements for a Healthy Ecosystem 健康物联网:健康生态系统的需求
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854349
Wyatt Lindquist, A. Helal, A. Khaled
There is an increasing convergence of IoT features in newly developed health devices, bringing with it both optimism and concern. While these devices have similar connectivity goals to other IoT devices, they do bring critical requirements inherent in the digital health domain. This includes safety, privacy, reliability, accuracy and most importantly user assurance and engagement. These requirements are not usually met in generalized IoT platforms and architectures. In this paper, we take a step back to analyze the additional requirements and constraints that must be met by these devices to form an acceptable and effective health IoT ecosystem. We present democratization, a requirement that helps consolidate the many companion apps and data cloud logins a user must manage on a daily basis. The safe and proper use of devices is also a key requirement to ensure accurate data, not noise, are provided by these devices, boosting confidence. Ensuring verified user identity and enabling meaningful and safe interactions between the user's various devices (referred to as IoTility) are also key requirements that we analyze in detail.
在新开发的健康设备中,物联网功能越来越融合,这带来了乐观和担忧。虽然这些设备与其他物联网设备具有相似的连接目标,但它们确实带来了数字健康领域固有的关键要求。这包括安全性、隐私性、可靠性、准确性以及最重要的用户保证和参与。这些要求在通用物联网平台和架构中通常无法满足。在本文中,我们退一步分析了这些设备必须满足的额外要求和约束,以形成一个可接受和有效的健康物联网生态系统。我们提出了民主化,这一要求有助于整合用户每天必须管理的许多配套应用程序和数据云登录。安全正确地使用设备也是确保这些设备提供准确数据而不是噪音的关键要求,从而增强信心。确保经过验证的用户身份并在用户的各种设备之间实现有意义和安全的交互(称为IoTility)也是我们详细分析的关键需求。
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引用次数: 0
Circular Makerspaces as entrepreneurship platforms for smart and sustainable cities 循环创客空间作为智慧和可持续城市的创业平台
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854289
Nikolay Premyanov, Julie Metta, M. Angelidou, Nikolaos Tsoniotis, Christos Politis, Elli Roma Athanasiadou, A. Tsolakis
The maker movement is rapidly growing and evolving into a living instrument for urban planning and circular economy. At its core, collaborative spaces that offer a variety of services (i.e., networking, knowledge transfer, training, etc.) and equipment, are making their appearance, with several typologies such as fablabs, makerspaces, or techshops. These spaces are mainly focused on stimulating creativity and enabling transformation of ideas into actual products and solutions, while actively supporting social collaboration and circular innovation. Nevertheless, in most cases, innovation support is limited to project development, without being followed by support on commercialisation, access to funding, and in general the stimulation of entrepreneurship, leaving high market potential untapped. This study explores the design of a circular maker entrepreneurship programme that is directly executed from within a makerspace to provide training and mentoring on fundamental business aspects and entrepreneurial skills, while supporting access to funding and market-driven networking. The programme introduced is currently being deployed in seven makerspaces, in six EU countries, delivering some first insights on the sustainability of this endeavour, including key challenges, limitations and mitigation measures.
创客运动正在迅速发展,并演变为城市规划和循环经济的生活工具。其核心是提供各种服务(即网络、知识转移、培训等)和设备的协作空间,这些协作空间具有多种类型,如车间、创客空间或技术商店。这些空间主要侧重于激发创造力,将想法转化为实际产品和解决方案,同时积极支持社会协作和循环创新。然而,在大多数情况下,对创新的支持仅限于项目发展,而没有随后对商业化、获得资金的机会和总体上对企业家精神的刺激提供支持,从而使巨大的市场潜力未得到开发。本研究探讨了循环创客创业计划的设计,该计划直接在创客空间内执行,提供基本业务方面和创业技能的培训和指导,同时支持获得资金和市场驱动的网络。所介绍的方案目前正在六个欧盟国家的七个创客空间中部署,对这一努力的可持续性提供了一些初步见解,包括主要挑战、限制和缓解措施。
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引用次数: 0
A Flexible 3D-Printed UHF RFID Tag for Worker-Safety Applications 用于工人安全应用的柔性3d打印UHF RFID标签
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854315
F. Chietera, R. Colella, Marco Pirozzi, Luciano Di Donato, Laura Tomassini, Alessandra Ferraro, L. Catarinucci
This paper presents a flexible, 3D-printed, passive UHF RFID tag, specifically designed to be applied on the safety vest of a worker to allow its identification. Usually, conventional in-lay tags, are not easily exploitable for this purpose, because they are particularly sensitive to the proximity of the human tissue, which perturbates their performance. For this reason, a flexible, thick, and low lossy substrate has been realized using a TPE filament suitable for 3D printing so to separate the antenna from the human body, while maintaining an acceptable level of comfort. The conductive parts have been realized using a conductive and adhesive nylon-based fabric from Adafruit™, which has been purposely shaped through a Graphtech ™ CE6000 cutting plotter. This tag has been conceived to be part of a smart tracking system developed within the SMARTGRID project, in collaboration with INAIL (Italian National Institute for the prevention of accidents at work).
本文介绍了一种灵活的,3d打印的,无源UHF RFID标签,专门设计用于工人的安全背心上,以便识别。通常,传统的嵌入式标签不容易用于此目的,因为它们对人体组织的接近特别敏感,这会干扰它们的性能。出于这个原因,使用适合3D打印的TPE灯丝实现了柔性,厚且低损耗的基板,以便将天线与人体分离,同时保持可接受的舒适度。导电部件使用Adafruit™的导电和粘合尼龙基织物实现,该织物通过Graphtech™CE6000切割绘图仪有意成型。这个标签被认为是SMARTGRID项目中与INAIL(意大利国家工作事故预防研究所)合作开发的智能跟踪系统的一部分。
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引用次数: 1
Extended Behaviour Prediction Framework in Complex System Development 复杂系统开发中的扩展行为预测框架
Pub Date : 2022-07-05 DOI: 10.23919/SpliTech55088.2022.9854215
K. Osman, Mato Perić
The research presented in this paper presents a framework with an algorithm intended for the development of complex technical systems during their operation in uncertain situations. It is based on the prediction of deviations in the behaviour of complex engineering systems with uncertain operating parameters relative to the behaviour of the same system with the predicted operating parameters. In this case, the unexpected behaviour of the system in a changing working environment is modelled with: the architecture model of a complex technical system and the behaviour model of the same technical system. The model of complex system architecture is based on a matrix representation of the system components using a component Design Structure matrix (DSM) component. A mathematical model with distributed parameters and a model predictive control (MPC) method is used to describe the behavioural model of a complex system. Observed system stability is also verified using the direct Lyapunov method. Bilateral mapping of the obtained data between these two models allows describing and modelling the system behaviour in uncertain situations. The recording of the behaviour of the created complex system is performed using the rules of fuzzy logic. For this purpose, the Adaptive-Network-based Fuzzy Inference System (ANFIS) is used. Verification of the research results was carried out on a real example of a complex technical system - an air handling unit.
本文的研究提出了一个框架和算法,旨在开发复杂技术系统在不确定情况下的运行。它基于对具有不确定运行参数的复杂工程系统相对于具有预测运行参数的同一系统的行为的偏差的预测。在这种情况下,系统在不断变化的工作环境中的意外行为被建模为:复杂技术系统的架构模型和相同技术系统的行为模型。复杂系统架构的模型是基于系统组件的矩阵表示,使用组件设计结构矩阵(DSM)组件。采用具有分布参数的数学模型和模型预测控制(MPC)方法来描述复杂系统的行为模型。用直接李雅普诺夫方法验证了观测到的系统稳定性。在这两个模型之间获得的数据的双边映射允许在不确定情况下描述和建模系统行为。所创建的复杂系统的行为记录是使用模糊逻辑规则执行的。为此,采用了基于自适应网络的模糊推理系统(ANFIS)。研究结果在一个复杂技术系统的实际例子-空气处理装置上进行了验证。
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引用次数: 1
期刊
2022 7th International Conference on Smart and Sustainable Technologies (SpliTech)
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