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E-Archeo Project: The 3D Reconstruction of the Roman Villae in Sirmione and Desenzano (Brescia, Italy) E-Archeo项目:Sirmione和Desenzano罗马别墅的3D重建(意大利布雷西亚)
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-08 DOI: 10.3390/asi6030059
Patrizia Basso, Barbara Bianchi, D. Bursich, Nicola Delbarba, Alessandra Marinello, F. Soriano
The e-Archeo project, commissioned from ALES S.p.A.by the Ministry of Culture (MIC), aims to valorise the multimedia experience of eight Italian archaeological sites. This paper discusses the University of Verona’s contribution to this project, which focuses on the virtual reconstruction of two Roman villas located in Sirmione and Desenzano (Lombardy). This paper outlines the 3D survey methodologies and scientific back-end approach using Extended Matrix. The architectural and decorative reconstruction process for each site is elucidated, providing a comprehensive understanding of the process followed. Furthermore, the University developed a narrative to accompany virtual visits. One of the main project outputs was e-Archeo 3d, a virtual reality web app that allows remote and on-site use.
文化部委托ALES S.p.A.进行的e-Archeo项目旨在评估八个意大利考古遗址的多媒体体验。本文讨论了维罗纳大学对该项目的贡献,该项目专注于位于Sirmione和Desenzano(伦巴第)的两座罗马别墅的虚拟重建。本文概述了使用扩展矩阵的三维调查方法和科学的后端方法。阐述了每个场地的建筑和装饰重建过程,从而全面了解了随后的过程。此外,该大学还开发了一种叙事,以配合虚拟访问。项目的主要成果之一是e-Archeo 3d,这是一款允许远程和现场使用的虚拟现实网络应用程序。
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引用次数: 0
Experimental Evaluation of an IoT-Based Platform for Maritime Transport Services 基于物联网的海上运输服务平台的实验评估
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-30 DOI: 10.3390/asi6030058
S. Noto, M. Gharbaoui, M. Falcitelli, B. Martini, P. Castoldi, Paolo Pagano
In recent years, the adoption of innovative technologies in maritime transport and logistics systems has become a key aspect towards their development and growth, especially due to the complex and heterogeneous nature of the maritime environment. On the other hand, Internet of Things (IoT) solutions are gaining importance in the shipping industry thanks to the huge number of distributed cameras and sensors in modern ships, cargoes and sea ports, which can be exploited to improve safety, costs and productivity. This paper presents an experimental evaluation of a maritime platform, which enables a wide range of 5G-based services in the context of logistics and maritime transportation. Its core is a Narrow Band (NB)-IoT framework used to run massive IoT services on top of a hybrid terrestrial–satellite network and feed a OneM2M platform with significant data on maritime transport to develop high-level and value-added logistic applications on top. Among the many different services that could be provided by the maritime platform, we focus on the cargo-ship container tracking use case through the Global Tracking System, which allows for continuous container monitoring all over the seas in a port-to-port service scenario. The results of the experimental tests illustrate the capacity of the platform in managing the high number of messages transmitted by the container tracking devices (i.e., more than 3000) and its efficiency in limiting the average maximum latency and packet loss below 5.5 s and 0.9%, respectively.
近年来,在海上运输和物流系统中采用创新技术已成为其发展和增长的关键方面,特别是由于海洋环境的复杂性和异质性。另一方面,由于现代船舶、货物和海港中大量分布式摄像机和传感器,物联网(IoT)解决方案在航运业中越来越重要,可以利用这些解决方案来提高安全性、成本和生产力。本文介绍了一个海上平台的实验评估,该平台可以在物流和海上运输的背景下实现广泛的基于5g的服务。其核心是一个窄带(NB)-物联网框架,用于在混合地面卫星网络上运行大规模物联网服务,并为OneM2M平台提供海上运输的重要数据,以开发高水平和增值的物流应用。在海事平台可以提供的许多不同服务中,我们重点关注通过全球跟踪系统跟踪货船集装箱用例,该系统允许在港口到港口的服务场景中对整个海洋进行连续的集装箱监控。实验测试结果表明,该平台有能力管理集装箱跟踪设备传输的大量消息(即超过3000条),并能有效地将平均最大延迟和包丢失分别限制在5.5 s和0.9%以下。
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引用次数: 1
Operation of Electronic Devices for Controlling Led Light Sources when the Environment Temperature Changes 当环境温度变化时用于控制Led光源的电子设备的操作
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-20 DOI: 10.3390/asi6030057
I. Belyakova, Vadim Piscio, P. Maruschak, Oleksandr Shovkun, Volodymyr Medvid, Mariya Markovych
Ambient temperature significantly affects the electrical and light parameters of LEDs, such as forward and reverse current, voltage drop LEDs and luminous flux. With an increase in temperature, the decrease in the intensity of LED radiation is explained by physical processes, including the phenomena of non-radiative recombination due to impurity levels, recombination on the surface, losses carriers in the barrier layers of heterostructures, etc. The increase in temperature is also significantly reduces the useful life of LEDs and the LED device in general. Drivers, which allows to stabilize the operating current with a change in the supply voltage of the device and, as the result is light flux. But in LEDs of various types, current stabilization does not lead to the stabilization of the light flux when the temperature regime of their operation changes. When changing ambient temperature in the range of +40…+60 °C, the luminous flux of LEDs is significant decreases even in the case when their current is kept constant, as we can see from documentation for most of LED types. An article analyzes the effect of temperature on electrical and light parameters LEDs with different types of drivers as part of LED lighting devices, such as LED lamps and LED spotlights, in order to offer possible constructive solutions for partial reduction or elimination of the decline problem luminous flux of LED devices under conditions of their operation at high temperatures.
环境温度显著影响LED的电气和光参数,如正向和反向电流、LED压降和光通量。随着温度的升高,LED辐射强度的降低可以用物理过程来解释,包括由于杂质水平引起的非辐射复合、表面上的复合、异质结构阻挡层中的载流子损失等现象。温度的升高也显著降低了LED和LED器件的使用寿命。驱动器,它允许通过设备电源电压的变化来稳定工作电流,从而产生光通量。但是在各种类型的LED中,当其操作的温度范围改变时,电流稳定并不能导致光通量的稳定。当环境温度在+40…+60°C范围内变化时,即使在电流保持不变的情况下,LED的光通量也会显著降低,正如我们从大多数LED类型的文档中看到的那样。本文分析了温度对电参数和光参数的影响,将不同类型的驱动器作为LED照明设备的一部分,如LED灯和LED聚光灯,以提供可能的建设性解决方案,部分减少或消除LED设备在高温运行条件下的光通量下降问题。
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引用次数: 1
Enabling End-Users in Designing and Executing of Complex, Collaborative Robotic Processes 使最终用户能够设计和执行复杂的协作机器人过程
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-12 DOI: 10.3390/asi6030056
Helmut Zörrer, G. Weichhart, Mathias Schmoigl Tonis, Till Bieg, Matthias Propst, Dominik Schuster, N. Sturm, Chloé Nativel, Gabriele Salomon, F. Strohmeier, A. Sackl, Michael Eberle, A. Pichler
Over the last years, capabilities of robotic systems have quantitatively and qualitatively improved. But going beyond isolated robotic systems, the integration and interoperability of robotic capabilities in complex work processes remains a major challenge. This lack of tools to integrate robots needs to be addressed on technical, semantic and organizational level. In the ROBxTASK research project, we developed an approach to support cooperation between different types of users in order to enable domain experts, with no robotic know-how, to work with robot-assisted workflows. By engineering robotic skills at a useful and usable level of abstraction for experts in different domains, we aim to increase re-usability of these skills on two different levels, (robotic) device level, and on level of application specific workflows. The researched prototype consists of a web platform, which allows (a) engineers to register (robotic) devices and the implemented skills of the devices, (b) domain experts to use a graphical task design environment to create workflows across multiple robotic devices and lastly (c) robot co-workers to download and execute the workflow code in a local environment with digital twins or real robots. Additionally skills and workflows can be shared across organisations. Initial user studies have shown that the visual programming environment is accessible and the defined skill-set is easy to understand even for domain experts that are inexperienced in the field of robotics.
在过去的几年里,机器人系统的能力在数量和质量上都有所提高。但是,超越孤立的机器人系统,机器人能力在复杂工作过程中的集成和互操作性仍然是一个重大挑战。缺乏集成机器人的工具需要在技术、语义和组织层面上加以解决。在ROBxTASK研究项目中,我们开发了一种支持不同类型用户之间合作的方法,以使没有机器人专业知识的领域专家能够使用机器人辅助的工作流。通过为不同领域的专家设计有用和可用的抽象级别的机器人技能,我们的目标是在两个不同级别上提高这些技能的可重用性,即(机器人)设备级别和特定应用程序工作流级别。所研究的原型由一个网络平台组成,该平台允许(a)工程师注册(机器人)设备和设备的实现技能,(b)领域专家使用图形任务设计环境在多个机器人设备上创建工作流,最后(c)机器人同事在本地环境中使用数字双胞胎或真实机器人下载并执行工作流代码。此外,还可以在各组织之间共享技能和工作流程。最初的用户研究表明,即使对于在机器人领域缺乏经验的领域专家来说,可视化编程环境也是可以访问的,并且定义的技能集也很容易理解。
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引用次数: 0
Using Low-Cost Radar Sensors and Action Cameras to Measure Inter-Vehicle Distances in Real-World Truck Platooning 使用低成本雷达传感器和动作摄像机测量真实世界卡车排中的车间距
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-06 DOI: 10.3390/asi6030055
Markus Metallinos Log, Thomas Thoresen, M. Eitrheim, Tomas Levin, Trude Tørset
Many modern vehicles collect inter-vehicle distance data from radar sensors as input to driver assistance systems. However, vehicle manufacturers often use proprietary algorithms to conceal the collected data, making them inaccessible to external individuals, such as researchers. Aftermarket sensors may circumvent this issue. This study investigated the use of low-cost radar sensors to determine inter-vehicle distances during real-world semi-automated truck platooning on two-way, two-lane rural roads. Radar data from the two follower trucks in a three-truck platoon were collected, synchronized and filtered. The sensors measured distance, relative velocity and signal-to-noise ratio. Dashboard camera footage was collected, coded and synchronized to the radar data, providing context about the driving situation, such as oncoming trucks, roundabouts and tunnels. The sensors had different configuration parameters, suggested by the supplier, to avoid signal interference. With parameters as chosen, sensor ranges, inferred from maximum distance measurements, were approximately 74 and 71 m. These values were almost on par with theoretical calculations. The sensors captured the preceding truck for 83–85% of the time where they had the preceding truck within range, and 95–96% of the time in tunnels. While roundabouts are problematic, the sensors are feasible for collecting inter-vehicle distance data during truck platooning.
许多现代车辆从雷达传感器收集车车间距离数据,作为驾驶员辅助系统的输入。然而,汽车制造商经常使用专有算法来隐藏收集的数据,使研究人员等外部个人无法访问这些数据。售后市场传感器可能会规避此问题。这项研究调查了在双向双车道农村道路上进行真实世界的半自动卡车排队时,使用低成本雷达传感器来确定车间距。收集、同步和过滤来自三卡车车队中两辆跟随卡车的雷达数据。传感器测量了距离、相对速度和信噪比。仪表板摄像头的镜头被收集、编码并与雷达数据同步,提供驾驶情况的背景信息,如迎面而来的卡车、环形交叉路口和隧道。根据供应商的建议,传感器具有不同的配置参数,以避免信号干扰。在选择参数的情况下,根据最大距离测量推断出的传感器范围约为74米和71米。这些值几乎与理论计算持平。传感器在83–85%的时间内捕捉到前一辆卡车,在隧道中捕捉到95–96%的时间。虽然环形交叉路口有问题,但传感器在卡车排队期间收集车间距数据是可行的。
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引用次数: 2
Digital Technologies’ Risks and Opportunities: Case Study of an RFID System 数字技术的风险与机遇:射频识别系统的案例研究
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-04 DOI: 10.3390/asi6030054
M. Gallab, L. Naciri, A. Soulhi, S. Merzouk, Mario Di Nardo
Smart technologies have been the subject of a growing interest for the past few years due to the growing market demand. They are believed to improve human life, existence, and companies’ performance. Considering the recent advances, X.0 concept has proven to be a mindset changing so that companies can now see that they can improve their competitiveness, ensure an innovative, sustainable and resilient environment, and smarten and develop their lean manufacturing tools. Nevertheless, if X.0 adoption is still not at its highest level, it is because of the relevant challenges and difficulties that occur during the implementation process. Within this scope, this paper aims, through a systematic literature review, to identify risks and opportunities of X.0 technologies to constitute a referential to be taken into consideration for a successful implementation. Results are validated by the modelling and simulation of an RFID system applied within the automotive industry, for which we identified risks and opportunities from one side and the system contribution in terms of smart Lean Manufacturing. From one hand, the value added of this paper, on the contrary of previous researches, is mainly regrouping risks and opportunities of most relevant digital technologies to conclude on those of X.0 revolution as a concept as described in following sections. From another hand, we were able to prove, through a real case study, that X.0 concept directly contribute in smartening and improving lean manufacturing principles.
由于市场需求的不断增长,智能技术在过去几年中一直是人们越来越感兴趣的主题。它们被认为可以改善人类的生活、生存和公司的业绩。考虑到最近的进展,X.0概念已被证明是一种思维方式的改变,因此公司现在可以看到他们可以提高竞争力,确保创新,可持续和有弹性的环境,并智能和开发他们的精益制造工具。然而,如果X.0的采用仍然没有达到最高水平,那是因为在实施过程中出现了相关的挑战和困难。在此范围内,本文旨在通过系统的文献综述,识别X.0技术的风险和机会,为成功实施提供参考。结果通过汽车行业应用的RFID系统的建模和仿真得到验证,我们从一个方面确定了风险和机会,以及系统在智能精益制造方面的贡献。一方面,与以往的研究相反,本文的附加值主要是对大多数相关数字技术的风险和机会进行重新组合,得出X.0革命作为一个概念的结论,如下章节所述。另一方面,我们能够通过实际案例研究证明,X.0概念直接有助于智能化和改进精益生产原则。
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引用次数: 0
Smart Diet Diary: Real-Time Mobile Application for Food Recognition 智能饮食日记:食品识别的实时移动应用
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-20 DOI: 10.3390/asi6020053
Muhammad Nadeem, Henry Shen, Lincoln Choy, Julien Moussa H. Barakat
Growing obesity has been a worldwide issue for several decades. This is the outcome of common nutritional disorders which results in obese individuals who are prone to many diseases. Managing diet while simultaneously dealing with the obligations of a working adult can be difficult. This paper presents the design and development of a smartphone-based diet-tracking application, Smart Diet Diary, to assist obese people as well as patients to manage their dietary intake for a healthier life. The proposed system uses deep learning to recognize a food item and calculate its nutritional value in terms of calorie count. The dataset used comprises 16,000 images of food items belonging to 14 different categories to train a multi-label classifier. We applied a pre-trained faster R-CNN model for classification and achieved an overall accuracy of approximately 80.1% and an average calorie computation within 10% of the real calorie value.
几十年来,日益增长的肥胖一直是一个全球性问题。这是常见的营养失调的结果,导致肥胖的人容易患许多疾病。管理饮食,同时处理一个工作的成年人的义务可能是困难的。本文介绍了基于智能手机的饮食跟踪应用程序“智能饮食日记”的设计和开发,以帮助肥胖者和患者管理他们的饮食摄入,以实现更健康的生活。该系统使用深度学习来识别食物,并根据卡路里计数计算其营养价值。使用的数据集包括属于14个不同类别的16,000个食品图像,以训练多标签分类器。我们采用预训练更快的R-CNN模型进行分类,总体准确率约为80.1%,平均卡路里计算值在真实卡路里值的10%以内。
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引用次数: 3
The Challenge of Digital Transition in Engineering. A Solution Made from a European Collaborative Network of Remote Laboratories Based on Renewable Energies Technology 工程数字化转型的挑战。基于可再生能源技术的欧洲远程实验室协作网络的解决方案
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-20 DOI: 10.3390/asi6020052
Macarena Martínez, F. Segura, J. Andújar
Society currently faces two crucial challenges: digital transition and energy transition. Educative innovation plays a key role in this challenging scenario, particularly engineering careers, where laboratory practices are as important as theoretical classes. This paper presents a standardized training platform supported by five European universities which include a remote laboratory experience. Each university is responsible for developing a training module under the guidance provided by the responsible entity (University of Huelva, Spain). For this purpose, the University of Huelva has implemented a remote laboratory based on a supercapacitor power bank. The rest of the universities have selected any other renewable source and have replicated the information and communications technology (ICT) infrastructure. The result is a European network materialized on a homogenized platform where teachers and students can find all the teaching materials (theory and practice) to train and to be trained in renewable energy matters in the new digital era.
社会目前面临两个关键挑战:数字化转型和能源转型。在这种具有挑战性的情况下,教育创新发挥着关键作用,尤其是在工程职业中,实验室实践与理论课一样重要。本文介绍了一个由五所欧洲大学支持的标准化培训平台,其中包括远程实验室体验。各大学负责在负责实体(西班牙韦尔瓦大学)的指导下开发培训模块。为此,韦尔瓦大学建立了一个基于超级电容器充电宝的远程实验室。其余大学选择了任何其他可再生能源,并复制了信息和通信技术基础设施。其结果是,在一个同质化的平台上建立了一个欧洲网络,教师和学生可以在这个平台上找到所有的教材(理论和实践),在新的数字时代进行可再生能源方面的培训。
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引用次数: 1
Data Verification in the Agent, Combining Blockchain and Quantum Keys by Means of Multiple-Valued Logic 基于多值逻辑结合区块链和量子密钥的Agent数据验证
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-06 DOI: 10.3390/asi6020051
A. Bykovsky, N. Vasiliev
Network control of autonomous robotic devices involves a vast number of secured data coding, verification, and identification procedures to provide reliable work of distant agents. Blockchain scheme provides here the model of the extended linked list for the verification of critical data, approved by quasi-random hash values assigned by external network nodes. And quantum lines are the source of high-quality quasi-random keys used as hash values. Discrete multiple-valued logic in such procedures is a simple and flexible tool to form the logic linked list, combining critical internal parameters of agents with data taken from external nodes. Such combination enlarges the set of possible schemes for data protection from illegal modifications and for data restoration.
自主机器人设备的网络控制涉及大量安全数据编码、验证和识别程序,以提供远程代理的可靠工作。区块链方案在这里提供了用于验证关键数据的扩展链表模型,由外部网络节点分配的准随机哈希值批准。量子线是用作哈希值的高质量准随机密钥的来源。这种过程中的离散多值逻辑是一种简单而灵活的工具,它将代理的关键内部参数与外部节点的数据相结合,形成逻辑链表。这种组合扩大了数据保护免受非法修改和数据恢复的可能方案集。
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引用次数: 1
A Review on Recent Trends and Applications of IoT in Additive Manufacturing 物联网在增材制造中的最新趋势和应用综述
IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-06 DOI: 10.3390/asi6020050
Bharat Kumar Chigilipalli, Teja Karri, Sathish Naidu Chetti, Girish Bhiogade, R. Kottala, Muralimohan Cheepu
The Internet of Things (IoT) is a new way of communicating that is changing the way things are monitored and controlled from a distance. Gradually, companies want to digitalize their production processes and implement control and monitoring systems on the shop floor. On the basis of the Industry 4.0 concept, internet features and database services have been incorporated into processes in order to reinvent manufacturing. This study proposes a proof-of-concept system for the management of additive manufacturing (AM) machines, where an internet integration of beacon technology in the manufacturing environment enables the rapid and intuitive interchange of production data retrieved from machines with mobile devices in various applications. Even though AM technologies can be used to customize the final product, they cannot be used to make a lot of 3D-printed jobs at once for commercial usage. Therefore, this research-based study aims to understand IoT technologies to improve the understanding and reliability of AM processes and 3D print smart materials in large quantities for manufacturers around the world. This study demonstrates the significance of the successful use of internet-based technologies in AM by examining its practical consequences in various fields. This paper gives an overview of IoT-based remote monitoring and control systems that could solve problems in AM, particularly in digital twin, human augmentation (HA), 3D bioprinters, 3D scanners, input parameters optimization, and electronics fields. IoT in AM makes production processes more efficient, reduces waste, and meets customer needs.
物联网(IoT)是一种新的通信方式,正在改变从远处监控和控制事物的方式。渐渐地,公司希望将其生产过程数字化,并在车间实施控制和监控系统。在工业4.0概念的基础上,互联网功能和数据库服务已被纳入流程,以重塑制造业。本研究提出了一种用于增材制造(AM)机器管理的概念验证系统,在该系统中,制造环境中的信标技术的互联网集成能够在各种应用程序中与移动设备快速直观地交换从机器中检索到的生产数据。尽管增材制造技术可用于定制最终产品,但它们不能用于一次性制造大量用于商业用途的3d打印作业。因此,这项基于研究的研究旨在了解物联网技术,以提高全球制造商对AM工艺和3D打印智能材料的理解和可靠性。本研究通过检查其在各个领域的实际后果,证明了在AM中成功使用基于互联网的技术的重要性。本文概述了基于物联网的远程监控系统,这些系统可以解决增材制造中的问题,特别是在数字孪生,人体增强(HA), 3D生物打印机,3D扫描仪,输入参数优化和电子领域。增材制造中的物联网使生产过程更高效,减少浪费,并满足客户需求。
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引用次数: 5
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Applied System Innovation
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