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2023 22nd International Symposium INFOTEH-JAHORINA (INFOTEH)最新文献

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Importance and application of Salesforce in modern business Salesforce在现代商业中的重要性和应用
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094126
Anđela Todorić
This paper presents the essential characteristics of modern business based on the Salesforce platform. Consequently, the overall Salesforce ecosystem is described together with its general features. Cloud computing is necessary for almost every aspect of contemporary business. Therefore, this paper covers some of its basic features through SWOT analysis. Salesforce is explained in detail, and its strengths, weaknesses, opportunities, and threats are analyzed. Finally, conclusions were reached based on the characteristics analysis of the mentioned technologies and their application in modern business.
本文介绍了基于Salesforce平台的现代商业的基本特征。因此,本文将描述整个Salesforce生态系统及其一般特性。云计算对现代商业的几乎每个方面都是必要的。因此,本文通过SWOT分析,涵盖了其一些基本特征。详细解释了Salesforce,并分析了它的优势、劣势、机会和威胁。最后,通过分析上述技术的特点及其在现代商业中的应用,得出结论。
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引用次数: 1
Average-Value Modeling of Hybrid LCC-VSC HVDC Systems with Direct Interfacing in PSCAD/EMTDC PSCAD/EMTDC中直接接口LCC-VSC混合HVDC系统的平均值建模
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094118
Parastoo Sadat Hosseinian, S. Ebrahimi, J. Jatskevich
Line-commutated converters (LCCs) and voltage-source converters (VSCs) are widely deployed in HVDC systems. Average-value models (AVMs) of such converters have proven to be numerically efficient for real-time/offline simulation studies where detailed switching models are computationally expensive. However, with a non-iterative solution, the conventional so-called indirectly-interfaced AVMs (IDI-AVMs) may lead to inaccurate or unstable results at large simulation time steps due to the one-time-step delay between the AVM input values and the interfacing variables. In this paper, the AVMs of LCCs and VSCs are directly interfaced with the external system to eliminate the one-time-step interfacing delay. The new directly-interfaced AVMs (DI-AVMs) of LCCs and VSCs are formulated in nodal form, and their resultant matrices are merged into the external system nodal equations. The effectiveness of the presented method is investigated on a hybrid LCC-VSC HVDC system in PSCAD/EMTDC. It is verified that the proposed DI-AVMs are numerically superior and more accurate than the conventional IDI-AVMs and allow simulations with much larger time-step sizes.
线路整流变换器(lcc)和电压源变换器(VSCs)在高压直流系统中得到了广泛的应用。这种转换器的平均值模型(avm)已被证明在实时/离线仿真研究中具有数值效率,而详细的开关模型在计算上是昂贵的。然而,对于非迭代解,传统的所谓间接接口AVM (idim -AVM)由于AVM输入值与接口变量之间存在一个时间步长的延迟,在大的模拟时间步长下可能导致结果不准确或不稳定。在本文中,lcc和vsc的avm直接与外部系统接口,以消除一时间步长的接口延迟。将lcc和VSCs的新型直接接口avm (di - avm)以节点形式表示,并将其结果矩阵合并到外部系统节点方程中。在PSCAD/EMTDC的LCC-VSC混合高压直流系统中研究了该方法的有效性。实验结果表明,所提出的di - avm在数值上优于传统的di - avm,精度更高,并且可以在更大的时间步长下进行模拟。
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引用次数: 0
Development of Testing System for the Application of Artificial Intelligence in Quality 人工智能在质量中的应用测试系统的开发
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094189
Matija Golec, Mihael Gudlin, Petar Gregurić, Miro Hegedic
Quality has been one of the most important factors in the development of any product since the very beginning of the manufacturing industry. Industry 4.0 affected all aspects of the industry, including quality, which resulted in the creation of Quality 4.0. One of the most used technologies for achieving Quality 4.0 is artificial intelligence (AI), which enables more efficient and accurate inspection of products. To facilitate research and teaching in this area, a modular testing system based on computer vision and edge computing was developed. The system is developed according to the currently most frequent use cases, and enables faster and more efficient development, deployment, and testing of AI algorithms.
自制造业开始以来,质量一直是任何产品开发中最重要的因素之一。工业4.0影响了工业的各个方面,包括质量,这导致了质量4.0的产生。实现质量4.0最常用的技术之一是人工智能(AI),它可以更高效、更准确地检测产品。为了促进这一领域的研究和教学,开发了基于计算机视觉和边缘计算的模块化测试系统。该系统是根据目前最常见的用例开发的,能够更快、更有效地开发、部署和测试人工智能算法。
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引用次数: 1
IoT-Based Device for Indoor Premises Relative Humidity Control 基于物联网的室内相对湿度控制设备
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094088
S. Zaharieva, I. Stoev, A. Borodzhieva
The subject of this article is an electronic device based on IoT technology, for the control of relative humidity in a room. The IoT-based electronic device is part of a developed electronic system with implemented algorithms and criteria for providing comfortable conditions in a room. A mobile application has been developed through which remote control of relative humidity is carried out. Research has been done with a dehumidifier, which gives us reason to say that the correct choice of the dehumidifier in relation to the volume of a given room is essential. The obtained results show that the value of the relative humidity in the most severe mode "Long absence" can be reduced to the required values, according to the proposed criteria, within a twenty-four hours period of time.
本文的主题是一种基于物联网技术的电子设备,用于控制室内相对湿度。基于物联网的电子设备是已开发的电子系统的一部分,该系统具有实现的算法和标准,可为房间提供舒适的条件。已经开发了一个移动应用程序,通过它可以远程控制相对湿度。对除湿机进行了研究,这使我们有理由说,根据给定房间的体积正确选择除湿机是至关重要的。所得结果表明,在“长时间缺席”的最严重模式下,相对湿度的值可以在24小时内降低到所要求的值,根据提出的准则。
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引用次数: 0
A 1.5 GHz-1.8 GHz Voltage Controlled Oscillator for Passive LC Sensors Readout 用于无源LC传感器读出的1.5 GHz-1.8 GHz压控振荡器
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094084
M. Simić
In this paper a voltage-dip based readout interface of passive LC sensors is presented. Our work includes improvements of the original parallel tuned Colpitts voltage-controlled oscillator (VCO) topology to meet requirements for an interface with passive LC sensors in GHz-range. Our redesign provides stable amplitude of output oscillations independent of the input tune voltage, multichannel operation, and linear range of output frequency (1.5 GHz-1.8 GHz) versus input tune voltage (0 V-15 V). The proposed VCO was implemented as a part of the voltage-dip based readout interface of resonant frequency estimation of passive LC sensors. Conducted analysis showed that the presented readout topology could operate with coupling factors greater than 0.05, and that readout is independent to changes of coupling factor. Additional tests revealed that the proposed topology is sensitive to changes of the resonant frequency greater than 0.187%.
本文提出了一种基于电压降的无源LC传感器读出接口。我们的工作包括改进原始的并联调谐科尔皮茨压控振荡器(VCO)拓扑结构,以满足ghz范围内无源LC传感器接口的要求。我们的重新设计提供了稳定的输出振荡幅度,而不受输入调谐电压,多通道工作以及输出频率(1.5 GHz-1.8 GHz)与输入调谐电压(0 V-15 V)的线性范围的影响。所提出的VCO作为无源LC传感器谐振频率估计的基于电压下降的读出接口的一部分实现。分析表明,所提出的读出拓扑可以在耦合因子大于0.05的情况下运行,且读出不受耦合因子的影响。进一步的测试表明,所提出的拓扑结构对谐振频率变化的敏感性大于0.187%。
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引用次数: 0
Digital Position Control System With a BLDC Motor Using Field Oriented Control 采用磁场定向控制的无刷直流电机数字位置控制系统
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094070
Romanela Lajić, P. Matić
Historically, and especially in recent years, there has been a significant need in the industry for powerful actuators in a smaller size, with cost efficiency also being an important factor. Brushless DC motor (BLDC), with higher efficiency than an induction motor, lesser need for maintenance compared to a DC motor, and lower price than an equivalent synchronous motor, has become a particularly popular choice. In the industry the BLDC is very often used as a servo motor for the control of the rotor position angle. In this paper a system for position control of a BLDC, using field oriented control (FOC) is presented. Firstly, the normalized d-q model of the motor and the parameters of the controllers in the system are determined, after which the control system is modelled using MATLAB/Simulink, and the torque and position angle responses are analyzed.
从历史上看,特别是近年来,行业对更小尺寸的功能强大的执行器有很大的需求,成本效率也是一个重要因素。无刷直流电动机(BLDC)具有比感应电机更高的效率、比直流电机更少的维护需求和比同等同步电机更低的价格,已成为特别受欢迎的选择。在工业中,无刷直流电机经常被用作伺服电机来控制转子的位置角度。本文介绍了一种基于场定向控制的无刷直流电机位置控制系统。首先,确定电机的归一化d-q模型和系统中控制器的参数,然后利用MATLAB/Simulink对控制系统进行建模,分析其转矩和位角响应。
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引用次数: 0
Design of micro scale wind turbine blade for low wind speed applications 用于低风速应用的微型风力涡轮机叶片设计
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094182
W.P.J.M. Warnakula, A. Vidanapathirana, Ra Ekanayake, S.S.D.D.B. Senanayake
Renewable energy sources play an important role due to the increasing economic, social, and environmental issues caused by the use of fossil fuels. In this work, wind power can be considered as an effective renewable energy resource. The main objective of this research is to design a micro-scale Horizontal Axis Wind Turbine (HAWT) that may be mounted on rooftops or moving vehicles. The proposed wind turbine model was designed using Q blade software. The five-blade wind turbine was used for the design due to the increased efficiency, especially under low wind speed conditions. Then the wind turbine was validated under varied wind speed conditions. The derived optimum parameters for the five-blade wind turbine were 0.39 m blade length, 0.04 m hub radius, and 6 tip-speed ratio. The wind turbine has a 65W power output, with 0.45 of power coefficient at 6 m/s, wind speed.
由于化石燃料的使用引起了越来越多的经济、社会和环境问题,可再生能源发挥着重要作用。在这项工作中,风能可以被认为是一种有效的可再生能源。本研究的主要目的是设计一种可安装在屋顶或移动车辆上的微型水平轴风力涡轮机(HAWT)。采用Q blade软件设计风力机模型。由于效率的提高,特别是在低风速条件下,五叶片风力涡轮机被用于设计。然后在不同风速条件下对风力机进行了验证。推导出五叶风力机的最佳参数为叶片长度0.39 m,轮毂半径0.04 m,叶尖速比6。风机输出功率为65W,风速为6m /s时功率系数为0.45。
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引用次数: 1
Intro basics of modeling user rights management for the university diploma issuing process with the support of the Hyperledger Fabric 介绍了基于Hyperledger Fabric的大学文凭发放过程中用户权限管理建模的基础知识
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094112
Denis Ceke, Nevzudin Buzađija
The protection and preservation of the privacy of personal data are one of the main requirements when it comes to an application dealing with the processing of such data. It is no different when it comes to information systems that store and process data about students in higher education systems. The public presentation of such data represents a serious threat to the safety of students as well as their status within the higher education system. For this reason, it is necessary to use the possibility of advanced technologies in order to raise data security to the highest level. One such technology that is able to provide transparency, security and data protection at a high level is blockchain technology. In this work, the Hyperledger Fabric distributed ledger private blockchain network was analyzed and its usability in terms of user rights management in higher education system was evaluated. Experimental analysis showed that such a platform has the ability to take advantage of private blockchain technologies in terms of user rights management and to provide security, flexibility and scalability of the system.
就处理个人资料的应用程序而言,保障和保存个人资料的私隐是其中一项主要要求。在高等教育系统中,存储和处理学生数据的信息系统也是如此。公开这些数据对学生的安全以及他们在高等教育系统中的地位构成了严重威胁。因此,有必要利用先进技术的可能性,将数据安全性提高到最高水平。区块链技术是一种能够在高水平上提供透明度、安全性和数据保护的技术。本文对Hyperledger Fabric分布式账本私有区块链网络进行了分析,并对其在高等教育系统用户权限管理方面的可用性进行了评估。实验分析表明,该平台能够在用户权限管理方面利用私有区块链技术,并提供系统的安全性、灵活性和可扩展性。
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引用次数: 0
5G for Mission Critical Communications: RESPOND-A Project Experiences 关键任务通信的5G: response - a项目经验
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094163
Zdravko Paladin, E. Kočan, Zarko Luksic, N. Kapidani, M. Kourtis, Michael C. Batistatos
The enhanced 5G network capabilities for mission-critical communications (MCC) can be utilized by first responders in different use cases, both inland and for maritime safety purposes, including the support for Search and Rescue (SAR) missions. Fast and secure information exchange between control room dispatchers and on-site assets is of core importance for an efficient and timely response. 5G network slicing, enhanced data rates, low latency services, machine-type, and sidelink communications, enable successful management in a crisis environment through coordination of the latest generation of surveillance devices, unmanned vehicles (aerial and surface), various sensors, and actuators, virtual reality services, etc. This paper first provides a brief overview of the most important 5G capabilities and services that improve MCC. Then, experiences collected in two pilots realized in the frame of H2020 project RESPOND-A, concerning 5G support for MCC in earthquake and forest fire scenarios, as well as the planned pilot in maritime SAR operation, are presented.
用于关键任务通信(MCC)的增强5G网络功能可由内陆和海上安全目的的不同用例中的第一响应者使用,包括支持搜索和救援(SAR)任务。控制室调度员和现场设备之间快速、安全的信息交换对于高效、及时的响应至关重要。5G网络切片、增强的数据速率、低延迟服务、机器类型和副链路通信,通过最新一代监控设备、无人驾驶车辆(空中和地面)、各种传感器和执行器、虚拟现实服务等的协调,使危机环境中的成功管理成为可能。本文首先简要概述了改善MCC的最重要的5G功能和服务。然后,介绍了在H2020项目response - a框架下实现的两个试点的经验,分别是地震和森林火灾场景下5G对MCC的支持,以及计划中的海上SAR操作试点。
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引用次数: 0
Image Classification with Transfer Learning Using a Convolutional Neural Network 基于卷积神经网络迁移学习的图像分类
Pub Date : 2023-03-15 DOI: 10.1109/INFOTEH57020.2023.10094197
Merjem Bajramović, E. Žunić
Paper covers image classification using the Keras API in TensorFlow. The dataset used is a set of labelled images consisting of characters from the Pokémon media franchise. In order to artificially generate additional data, the process of data augmentation has been applied on the initial dataset to reduce overfitting. A comparison between DenseNet-121, DenseNet-169 and DenseNet-201 has been made to observe which of the models scores a greater accuracy. A Graphics Processing Unit (GPU) has been set up to work with TensorFlow in order to efficiently train the model.
论文涵盖了使用TensorFlow中的Keras API进行图像分类。使用的数据集是一组标记图像,由来自poksammon媒体特许经营的字符组成。为了人为地产生额外的数据,在初始数据集上应用了数据增强的过程,以减少过拟合。对DenseNet-121、DenseNet-169和DenseNet-201进行了比较,以观察哪一种模型得分更高。为了有效地训练模型,已经建立了一个图形处理单元(GPU)来与TensorFlow一起工作。
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引用次数: 0
期刊
2023 22nd International Symposium INFOTEH-JAHORINA (INFOTEH)
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