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2022 4th International Conference on Emerging Trends in Electrical, Electronic and Communications Engineering (ELECOM)最新文献

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Overview of Macro Basis Function Research for Antenna Array Solvers 天线阵列求解器宏观基函数研究综述
K. Sewraj, M. Botha
The use of large antenna arrays in radio-astronomy is of growing importance. Electromagnetic simulation is crucial during the design phase of such arrays. One of the preferred numerical method for antenna analysis is the integral-equation based Method of Moments (MoM). However, the MoM is computationally expensive, in terms of both memory and runtime scaling. The Macro Basis Function (MBF) technique can be used in MoM solvers to create MBFs by aggregating low-level basis functions with the aim of using fewer degrees of freedom. In this paper, two research avenues for efficient MBF solvers for array analysis are explored. Firstly, the use of Large-Domain MBFs. And secondly, using the Directional Cross Approximation (DCA) technique to rapidly compute the entries of the MBF reduced system.
在射电天文学中使用大型天线阵列越来越重要。在这种阵列的设计阶段,电磁仿真是至关重要的。基于积分方程的矩量法(MoM)是天线分析的首选数值方法之一。然而,就内存和运行时扩展而言,MoM的计算成本很高。宏基函数(Macro Basis Function, MBF)技术可用于MoM求解器中,通过聚合低级基函数来创建宏基函数,目的是使用更少的自由度。本文探讨了用于阵列分析的高效MBF求解器的两种研究途径。首先,大域mbf的使用。其次,利用定向交叉逼近(DCA)技术快速计算出MBF约简系统的表项。
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引用次数: 0
Modeling and Simulation of a STATCOM for reactive power control 无功控制STATCOM的建模与仿真
A. Murdan, I. Jahmeerbacus, S. Hassen
Reliable and efficient power systems operation requires voltage control as well as minimal reactive power flow between a load and the grid. To achieve this objective, reactive power compensating devices are typically utilized. In modern power systems, the synchronous static compensator (STATCOM) is primarily used for reactive power control, both in distribution and transmission lines. This study presents the modeling and simulation of a STATCOM based on a voltage source converter. Simulations are performed for both single phase and three phase power systems. Furthermore, two control techniques, utilizing Proportional Integral (PI) as well as Proportional Resonant (PR) controllers are explored. The PR controller presents several advantages compared to the PI controller. Simulation results show that in both cases, the STATCOM, connected in shunt with the load either provides reactive power to the load, or absorbs reactive power from the load. Thus, net reactive power transfer from the grid to the load is zero. The grid provides only active power, thus keeping the power factor to almost unity.
可靠和高效的电力系统运行需要电压控制以及负载和电网之间的最小无功功率流。为了实现这一目标,通常使用无功补偿装置。在现代电力系统中,同步静态补偿器(STATCOM)主要用于配电和输电线路的无功控制。本文研究了基于电压源变换器的STATCOM的建模与仿真。分别对单相和三相电力系统进行了仿真。此外,两种控制技术,利用比例积分(PI)和比例谐振(PR)控制器进行了探索。与PI控制器相比,PR控制器具有几个优点。仿真结果表明,在两种情况下,与负载并联连接的STATCOM要么向负载提供无功功率,要么从负载中吸收无功功率。因此,从电网到负荷的净无功功率传输为零。电网只提供有功功率,因此保持功率因数几乎一致。
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引用次数: 0
Cooperative Networking Approach to Assisting Blinds in a Crowd Using Air Trackers 使用空中跟踪器协助人群中的盲人的合作网络方法
A. Falcon-Caro, Saeid Sanei
Air trackers such as AirTags and AirFinders have emerged as an alternative to image-and GPS-based positioning systems. On the other hand, adaptive cooperative networks have been found as powerful multi-agent adaptive systems which incorporate the information from the neighboring nodes (a.k. a. agents) in the adaptation or modelling process. Here, diffusion adaptation strategy is effectively used to exploit the positioning information from a group of blind people within a neighborhood in the crowd, collected by Air trackers, to best support them reaching their destinations.
像AirTags和AirFinders这样的空中追踪器已经成为基于图像和gps的定位系统的替代品。另一方面,自适应协作网络被认为是一种强大的多智能体自适应系统,它在自适应或建模过程中吸收了来自相邻节点(也称为智能体)的信息。本文采用扩散自适应策略,有效地利用空气跟踪器收集的人群中某一社区内的一组盲人的定位信息,最大限度地支持他们到达目的地。
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引用次数: 0
Architectural Decisions in Designing a Cloud-Based Smart Fourth Party in an Online Dispute Resolution System 在线争议解决系统中基于云的智能第四方的架构决策
L. Butgereit
Online Dispute Resolution systems provide internet based platforms allowing parties to resolve their disputes at a distance. The first two people in the original dispute are known as the first and second party. The arbitrator or mediator is known as the third party. In the case of an online dispute resolution system, the technology platform becomes the Fourth Party in the dispute. The term Fourth Party was coined by Katsch and Rifkin. They also itemised a number of characteristics which should be present in the Fourth Party. This paper looks at various architectural decisions which need to be made in order to build a smart Fourth Party.
在线争议解决系统提供基于互联网的平台,允许当事人远程解决争议。在最初的争议中,头两个人被称为第一方和第二方。仲裁者或调解员被称为第三方。在网络纠纷解决系统中,技术平台成为纠纷的第四方。“第四方”一词是由卡奇和里夫金创造的。他们还列举了第四方应具备的一些特征。本文着眼于为了构建智能第四方而需要做出的各种架构决策。
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引用次数: 0
Markov-Middleton Impulsive Noise Mitigation in the MIMO Power Line Communication Channel MIMO电力线通信信道中的马尔可夫-米德尔顿脉冲噪声抑制
B. Rajkumarsingh, Muhammad Husayn Edoo
The aim of this work is to improve the BER performance in the power line communication (PLC) channel. Impulsive noise is known to cause significant bit error in this channel. As an objective to decrease the bit error rate, adaptive filtering techniques based on the LMS and the RLS algorithms are employed for the mitigation of the impulsive noise in a MIMO PLC channel. To our best knowledge, adaptive filtering techniques employed for impulsive mitigation in MIIO PLC channels are few. Impulsive noise is represented by the Markov-Middleton and Middleton class A noise models. The Marloov-Middleton noise for a weakly and heavily disturbed MIMO PLC channel are simulated and their performances with noise mitigation are compared with that of the Middleton class A noise model. The performance of adaptive filtering techniques based on the LMS and RLS algorithms for mitigation of Markov-Middleton noise from the MIMO PLC system was remarkable. An average gain of 12.62 dB and 16.26 dB for LMS filtering, and 12.90 dB and 16.83 dB for RIS filtering were recorded in a weakly and heavily disturbed MIMO PLC channel respectively. It was concluded that for weakly disturbed MIDO PLC channels the performance of both algorithms is equally efficient while in heavily disturbed MIMO PLC channels the performance of RLS filtering slightly outperforms that of LMS filtering
为了提高电力线通信(PLC)信道的误码率性能,本文进行了研究。已知脉冲噪声在该信道中会引起显著的比特误差。为了降低误码率,采用基于LMS和RLS算法的自适应滤波技术对MIMO PLC信道中的脉冲噪声进行了抑制。据我们所知,在MIIO PLC信道中用于脉冲缓解的自适应滤波技术很少。脉冲噪声由马尔可夫-米德尔顿和米德尔顿A类噪声模型表示。对弱干扰和重干扰MIMO PLC信道的Marloov-Middleton噪声进行了仿真,并与米德尔顿a类噪声模型的降噪性能进行了比较。基于LMS和RLS算法的自适应滤波技术对MIMO PLC系统的马尔可夫-米德尔顿噪声的抑制效果显著。在微弱和严重干扰的MIMO PLC信道中,LMS滤波的平均增益分别为12.62 dB和16.26 dB, RIS滤波的平均增益分别为12.90 dB和16.83 dB。结果表明,对于弱干扰的MIMO PLC信道,两种算法的性能相当,而在严重干扰的MIMO PLC信道中,RLS滤波的性能略优于LMS滤波
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引用次数: 0
ELECOM 2022 Cover Page ELECOM 2022封面页
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引用次数: 0
A Web-Based Network Traffic Prediction and Classification Application using Machine Learning 基于web的基于机器学习的网络流量预测与分类应用
Lavesh Babooram, T. P. Fowdur
Web browsing has become a very common and almost indispensable activity for the ever-increasing number of internet users. However, with the increase in network traffic, the Quality of Service (QoS) of users is also impacted especially during peak utilization periods. It is therefore important to predict network traffic parameters such as bandwidth, and upload and download speeds which directly impact QoS. In this paper, a network analytics application is proposed whereby a browser extension is developed to analyse network traffic and perform prediction and classification. The extension sends requests to a Node.js server which provides real-time network traffic information to users and an indication of the QoS based on the parameters such as the latency, jitter, and upload and download speeds. The application can seamlessly be integrated in a Chrome browser and results show that it can effectively provide important network traffic data and classify the application type run in the browser.
对于越来越多的互联网用户来说,浏览网页已经成为一种非常普遍和几乎不可或缺的活动。但是,随着网络流量的增加,用户的服务质量(QoS)也会受到影响,尤其是在使用高峰期。因此,预测直接影响QoS的网络流量参数(如带宽、上传和下载速度)非常重要。本文提出了一个网络分析应用程序,通过开发浏览器扩展来分析网络流量并进行预测和分类。该扩展将请求发送到Node.js服务器,该服务器为用户提供实时网络流量信息,并根据延迟、抖动、上传和下载速度等参数指示QoS。该应用程序可以无缝集成到Chrome浏览器中,结果表明,它可以有效地提供重要的网络流量数据,并对浏览器中运行的应用程序类型进行分类。
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引用次数: 0
Estimation of Weibull Distribution Parameters by Using Excel Solver Tool for Wind Speed Data at Al-Aziziyah, Libya 利用Excel求解器估计利比亚Al-Aziziyah风速资料的威布尔分布参数
M. Z. Ahmed, Hosni Mokhtar Ali, Rida Emhammed Khamiss
In latest years, the Weibull distribution was a widely used, acceptable, and suggested distribution for expressing the wind speed frequency distribution in literatures. In this paper, the excel solver tool (EST) was used to improve the estimation of the Weibull distribution coefficients for the wind speed data used in the paper presented by Hosni Mokhtar, et al. [1], which studies the assessment of seven methods for calculating the Weibull distribution parameters for Al-Aziziyah city, Libya, with the results indicating that the Modified Maximum Likelihood Method (MML), Maximum Likelihood Method (MLM) and Empirical method of Justus (EMJ) are the most appropriate methods. Various goodness of fit tests at different heights at site are used to evaluate the applicability of these methods. A comparing of relative inaccuracy of power density estimate findings from earlier and current investigations is also carried out to illustrate the accuracy of employing a solver excel tool. The findings of this study show that using solver excel to estimate Weibull parameters is a viable option, and that it may be more suitable than other approaches. A most significant benefit of EST is that it does not need the formulation of complicated mathematical equations that require the use of difficult numerical techniques to solve. It’s relatively simple to estimate the Weibull parameters if simply the wind speed distribution is known.
近年来,威布尔分布是文献中广泛使用、可接受和建议的风速频率分布。本文利用excel求解工具(EST)对Hosni Mokhtar等[1]的论文中风速数据的威布尔分布系数估计进行了改进,该论文对利比亚al - aziziyah市计算威布尔分布参数的7种方法进行了评估,结果表明:修正最大似然法(MML)、最大似然法(MLM)和实证法(EMJ)是最合适的方法。采用现场不同高度的各种拟合优度试验来评价这些方法的适用性。比较了早期和当前调查中功率密度估计结果的相对不准确性,以说明使用求解器excel工具的准确性。本研究的结果表明,使用求解器excel估计威布尔参数是一种可行的选择,并且可能比其他方法更合适。无害环境技术的一个最重要的好处是,它不需要制定复杂的数学方程式,而这些方程式需要使用困难的数值技术来求解。如果只知道风速分布,估计威布尔参数相对简单。
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引用次数: 1
Improving the Engineering Process of Control Systems Based on Digital Twin Specifications 基于数字孪生规范的控制系统工程流程改进
Andreas Lober, J. Lehmann, Tim Häußermann, J. Reichwald, H. Baumgärtel
In order to empower future production to be ready for Industry 5.0, it needs to be geared towards customer-oriented mass customisation. Yet the necessary connection between production process and product within the control software is not adequately addressed. In the engineering process, especially while control logic design, the digital twins of production machines are not sufficiently considered. The products also need to be suitably specified in terms of their production process. Only then autonomous negotiation algorithms can be established between digital twins of production machines and products. The authors elaborate requirement specifications for digital twins and, based on these, derive specifications for control logic and the knowledge graph of production assets. Finally, the feasibility is substantiated by a demonstrative proof of concept.
为了使未来的生产能够为工业5.0做好准备,它需要面向面向客户的大规模定制。然而,在控制软件中,生产过程和产品之间的必要联系没有得到充分解决。在工程过程中,特别是在控制逻辑设计中,对生产机器的数字孪生没有充分的考虑。产品还需要在其生产过程中进行适当的规定。只有这样,才能在生产机器和产品的数字孪生之间建立自主协商算法。作者详细阐述了数字孪生的需求规范,并在此基础上导出了控制逻辑和生产资产知识图的规范。最后,通过概念验证验证了该方法的可行性。
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引用次数: 4
A Low-Cost Real-time Road Surface Condition Monitoring and Alert System 一种低成本的路面状况实时监测与预警系统
V. Bassoo, Y. Beeharry, R. Ramjug-Ballgobin, Mozammeer Deenmahomed, Karan Soin
A good transportation system is essential to modern society. Unfortunately, road networks deteriorate rapidly because of a range of reasons, namely wear and tear caused by the continuous and heavy flow of vehicles, weather elements such as heavy rain and high temperature and various excavation works that are carried out on the roads. Bad roads lead to accidents, damage to vehicles and increased fuel consumption. Therefore, the monitoring of road quality is crucial. This paper proposes a low-cost prototype that can be implemented in any vehicle. The device collects and transmits data on road quality to a cloud platform, where analytics is performed to assess and classify road condition. The pothole locations are viewable on a web page. While travelling, drivers receive real-time sound alerts on their mobile phones to warn them of imminent degradation in the road network, such as potholes. An Android application has been developed to synchronize with the database via the API and send real-time and up-to-date notifications to road users whenever they approach such areas. Authorities can also use the system to grasp the quality of the road network and automatically identify problems that may require immediate repair.
良好的交通系统对现代社会是必不可少的。不幸的是,道路网络因一系列原因而迅速恶化,包括车辆持续和大量流动所造成的磨损,大雨和高温等天气因素,以及在道路上进行的各种挖掘工程。糟糕的道路导致事故,损坏车辆和增加燃料消耗。因此,对道路质量的监测至关重要。本文提出了一种可以在任何车辆上实现的低成本原型。该设备收集道路质量数据并将其传输到云平台,在云平台上进行分析,以评估和分类道路状况。坑洞的位置可以在网页上看到。开车时,司机的手机会收到实时声音警报,警告他们道路网络即将恶化,比如坑洼。一款Android应用程序已经开发出来,通过API与数据库同步,并在道路使用者接近这些区域时向他们发送实时和最新的通知。当局还可以使用该系统来掌握道路网络的质量,并自动识别可能需要立即修复的问题。
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引用次数: 0
期刊
2022 4th International Conference on Emerging Trends in Electrical, Electronic and Communications Engineering (ELECOM)
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