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2021 IEEE AFRICON最新文献

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Cognitive Radio Networks Application in the Fourth Industrial Revolution for Africa Development 认知无线网络在第四次工业革命中的应用,促进非洲发展
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570943
B. Awoyemi, B. Maharaj
Africa is a rising continent with very high potential and capacity for technological and industrial growth. Broadband communications will play a significant role in the realisation of Africa’s potential. The fourth industrial revolution (4IR), also referred to as Industry 4.0, is rapidly changing the industrial and manufacturing space in Africa through the use of automation and modern technology. A number of emerging communication technologies are working together to help drive the realisation of 4IR. One relevant technology that is very critical to the realisation of 4IR is cognitive radio networks (CRN). The CRN can mitigate the effect of spectrum scarcity and underutilisation by enabling multiple networks to co-use (either simultaneously or opportunistically) a spectrum space, as long as the predefined network conditions are not violated. This paper studies the critical aspects of CRN and their application towards the realisation of 4IR in Africa and beyond.
非洲是一个正在崛起的大陆,在技术和工业增长方面具有很高的潜力和能力。宽带通信将在实现非洲潜力方面发挥重要作用。第四次工业革命(4IR),也被称为工业4.0,通过使用自动化和现代技术,正在迅速改变非洲的工业和制造业空间。许多新兴通信技术正在共同推动第四次工业革命的实现。认知无线电网络(CRN)是实现第四次工业革命非常关键的一项相关技术。只要不违反预定义的网络条件,CRN可以使多个网络共同使用(同时或机会性地)频谱空间,从而减轻频谱稀缺和未充分利用的影响。本文研究了CRN的关键方面及其在非洲及其他地区实现第四次工业革命的应用。
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引用次数: 0
Developing STEM and Team-working Skills Through Collaborative Space Robotics Missions 通过协作空间机器人任务发展STEM和团队合作技能
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570851
Karen Su, Evgeniia Bonnet, F. Mondada
Building on the success of the first North-South cross-continental collaborative educational robotics mission held in November 2015 [1], this paper presents a practical model for scaling the event up into a program for developing countries, particularly those of Africa, where the first edition took place. Past participants in Remote Rescue Thymio II (R2T2) missions, students and educators alike, have shared qualitative observations about its positive educational impact, notably in the areas of Collaboration, Communication, Critical thinking, Creative problem solving, Computational thinking, and Cross-cultural exchange. The proposed framework for delivering R2T2 missions has been adapted to Africa, being specifically designed to tackle the critical challenges of internet connectivity, teacher training and program costs. In so doing, it strives to pave the way for collaboration with partners in African educational ecosystems and North-South funding bodies that share the vision of making collaborative STEM education more accessible and attractive to teachers and schoolchildren around the world.
在2015年11月举行的第一次南北跨大陆合作教育机器人任务成功的基础上[1],本文提出了一个实用的模型,将该活动扩大到发展中国家的计划,特别是非洲国家,第一版在那里举行。过去参与远程救援Thymio II (R2T2)任务的学生和教育工作者都对其积极的教育影响进行了定性观察,特别是在协作、沟通、批判性思维、创造性解决问题、计算思维和跨文化交流等领域。交付R2T2任务的拟议框架已适用于非洲,专门用于解决互联网连接、教师培训和项目成本等关键挑战。在此过程中,它努力为与非洲教育生态系统中的合作伙伴和南北供资机构的合作铺平道路,这些机构的共同愿景是使STEM协作教育对世界各地的教师和学童更具可及性和吸引力。
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引用次数: 1
A Review of Test Voltages Used in Partial Discharge Measurements 局部放电测量用试验电压综述
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570871
Tapiwa Venge, C. Nyamupangedengu
This paper presents a literature review on the variety of test voltages used in partial discharge (PD) measurements. The relationship between electrical equipment, PD measurement and test voltage has been addressed. Conventional (based on the IEC60270 standard) and unconventional method are the main methods of electrical PD detection and measurement. These methods can be done under on-line and/or off-line conditions with each method having its own advantages and disadvantages. Despite the condition or method of detection, the test voltages presented, among others, are impulse, direct-current (DC), harmonics, damped alternating current (DAC), power frequency voltage and very low frequency (VLF). For each diagnostic test, the most suitable test voltage of choice is selected based on the specifications and requirements of the device under test. However, a single measuring technique might not be sufficient to completely analyze and assess the health status of the insulation. Therefore, the use of multiple techniques may be recommended in order to create a more comprehensive picture and yield better results.
本文对局部放电(PD)测量中使用的各种测试电压进行了文献综述。讨论了电气设备、局部放电测量和试验电压之间的关系。常规方法(基于IEC60270标准)和非常规方法是电局部放电检测和测量的主要方法。这些方法可以在在线和/或离线条件下进行,每种方法都有自己的优点和缺点。无论检测条件或方法如何,所提供的测试电压,其中包括脉冲、直流(DC)、谐波、阻尼交流(DAC)、工频电压和甚低频(VLF)。对于每个诊断试验,根据被测设备的规格和要求选择最合适的试验电压。然而,单一的测量技术可能不足以完全分析和评估绝缘的健康状况。因此,可能建议使用多种技术以创建更全面的图像并产生更好的结果。
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引用次数: 1
Practical and Projects Based Learning for Internet of Things 物联网实践与项目学习
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570934
Kennedy K. Ronoh, E. Muli, Sam Njuki, Edwin Ngwawe
The Internet of things is currently a fast-emerging technology. Many sectors and industries have currently adopted IoT into their operations. This calls for IoT-trained graduates. Universities worldwide are currently teaching IoT. In this paper we discuss our experiences in teaching an IoT course at the undergraduate level. The paper discusses how we overcame the challenge of identifying IoT course content and the right learning methodology. Various learning methodologies were identified in the literature and compared. Practical and Project Based Learning (PPBL) was chosen as the learning methodology. PPBL is a modified and enhanced version of project-based learning that incorporates students’ project idea incubation. Existing papers on IoT teaching have applied a different learning methodology or do not present a detailed course content that is in line with the latest developments in the IoT industry. This paper further presents the status of IoT teaching and makes recommendations about how IoT teaching can be further adopted in Kenya. Questionnaires were issued to various universities in Kenya to find out the teaching status of IoT and challenges encountered. A questionnaire was also issued to student to find out the impact of the PPBL methodology. Results show that PPBL is an effective learning methodology.
物联网是目前一项快速发展的新兴技术。目前,许多部门和行业已将物联网纳入其运营中。这就需要受过物联网培训的毕业生。世界各地的大学目前都在教授物联网。本文讨论了我们在本科阶段物联网课程的教学经验。本文讨论了我们如何克服确定物联网课程内容和正确学习方法的挑战。在文献中确定了各种学习方法并进行了比较。选择基于实践和项目的学习(PPBL)作为学习方法。PPBL是基于项目的学习的改进和增强版本,它包含了学生的项目想法孵化。现有的物联网教学论文采用了不同的学习方法,或者没有提供符合物联网行业最新发展的详细课程内容。本文进一步介绍了物联网教学的现状,并就如何在肯尼亚进一步采用物联网教学提出了建议。向肯尼亚各所大学发放调查问卷,了解物联网的教学现状和面临的挑战。研究人员还向学生发放了一份问卷,以了解PPBL方法的影响。结果表明,PPBL是一种有效的学习方法。
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引用次数: 0
The Identification of Critical Success Factors for Turnaround Maintenance Projects 周转期维修项目关键成功因素的识别
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570914
Flavia Masubelele, Ernest Mnkandla
Turnaround maintenance (TAM) projects are important to the organisation’s overall success. However, the attainment of success in these projects is often a challenge due to the uncertainties in the project. It is well recognised that there are many factors that can influence the success of projects. Such factors have been identified for the success of TAM projects, yet the factors have not been prioritised nor examined based on the stakeholder’s perspectives. The purpose of this paper is to identify and evaluate the critical factors that contribute to the success of TAM projects according to the stakeholders that are involved with TAM projects. A literature survey was conducted to extract a list of success factors in TAM projects and based on the review, a questionnaire survey was developed. The mean item scores were used to rank the importance of the success factors according to the responses of the survey. The results indicated that the commitment of all members of the project is critical for project success. This paper provides a better understanding of the factors that can be used to improve the success of TAM projects. The results also illustrate that the critical success factors vary for the different stakeholders in the project due to their roles in the project.
周转维护(TAM)项目对组织的整体成功非常重要。然而,由于项目中的不确定性,在这些项目中取得成功往往是一个挑战。众所周知,有许多因素可以影响项目的成功。这些因素已经被确定为TAM项目的成功,但是这些因素还没有被确定优先级,也没有根据涉众的观点进行检查。本文的目的是根据参与TAM项目的利益相关者来识别和评估有助于TAM项目成功的关键因素。我们进行了文献调查,以提取TAM项目的成功因素列表,并在此基础上进行了问卷调查。平均项目得分被用来根据调查的反应对成功因素的重要性进行排序。结果表明,项目所有成员的承诺对项目的成功至关重要。本文提供了一个更好的理解因素,可以用来提高TAM项目的成功。结果还表明,由于项目中不同的利益相关者在项目中的角色不同,关键的成功因素也有所不同。
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引用次数: 1
Peak Power and Pulse Shape of an Active Q-Switched Fiber Laser Based on Overlap of Narrow Filters 基于窄滤波器重叠的有源调q光纤激光器的峰值功率和脉冲形状
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570863
J. Sompo, Kaboko Jean-Jacques Monga, J. Meyer, S. V. Solms
The investigated Q-switching technique is based on the spectral overlap between a Fabry–Perot (F–P) filter and a fiber Bragg grating. This Q-switching concept is implemented in a ring erbium (Er3+)-doped fiber laser configuration. We use a traveling-wave numerical model to study the peak power, the time duration and the pulse shape of the output pulses with respect to the cavity parameters, such as the Er3+-doped fiber length, the pumping power, and the scanning frequency of the fiber F–P tunable filter. The peak power values of 1.8 W, 5.4 W and 5.9 W were obtained for pump powers of 40 mW, 60 mW and 100 mW respectively.
所研究的q开关技术是基于法布里-珀罗(F-P)滤波器和光纤布拉格光栅之间的频谱重叠。这种q开关概念是在环形掺铒光纤激光器配置中实现的。我们使用行波数值模型研究了输出脉冲的峰值功率、时间持续时间和脉冲形状与掺铒光纤长度、抽运功率和光纤F-P可调谐滤波器扫描频率等空腔参数的关系。当泵功率为40 mW、60 mW和100 mW时,峰值功率分别为1.8 W、5.4 W和5.9 W。
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引用次数: 0
Demand Reduction of Electric Water Heaters for Load-Shedding Recovery using Stochastic Control 基于随机控制的电热水器减负荷恢复需求减少
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9571019
Learn L. Chiloane, Gerald K. Kirui, Yu-Chieh J. Yen
Utility-implemented load-shedding aims to balance the supply and demand of a constrained power grid for a scheduled period of time by switching off supply to selected regions. The unintended consequence of this strategy occurs at the return of supply, where an instantaneous peak demand is experienced as an impulse at localised points of the power system. This results in frequent trips on medium voltage breakers that can damage infrastructure and result in delayed return of supply to end-users. The aim of this paper is to examine demand-side management interventions using intelligent control of electric water heaters (EWHs) to reduce the instantaneous peak demand at return of supply. Domestic water heating load was chosen as it is a deferrable, dispatchable, passive load with a high power requirement. The approach taken simulates the loading effect of 3 600 EWHs using three measured tank states and the combination of the Monte Carlo algorithm for probabilistic population behaviour. A typical 150-litre, 3 kW EWH in horizontal orientation is used, with a maximum draw volume of 50-litre per tank per day. It is shown that system changes to load-shedding schedules from a period of 4.5-hours to 2.5-hours beneficially reduces the instantaneous peak demand with the shorter period. For a 3 600 EWH-population, simulated results comparing uniformly distributed stochastic delays for activation time windows within 15, 30, 45, and 60 minutes show that a 15-minute activation time window could reduce the expected peak demand by a factor of two. This is important because intelligent controller retrofits onto EWHs is becoming more ubiquitous and if this simple sub-routine is built-in to produce a short delay after a period of no supply, it could result in significant passive impact on the power grid.
公用事业实施的减载旨在通过切断对选定区域的供电,在一段规定的时间内平衡有限电网的供需。这种策略的意想不到的后果发生在供应返回时,在电力系统的局部点经历瞬时峰值需求的脉冲。这会导致中压断路器频繁跳闸,从而损坏基础设施并导致延迟向最终用户供电。本文的目的是研究使用智能控制电热水器(EWHs)的需求侧管理干预措施,以减少供应返回时的瞬时峰值需求。选择生活热水负荷是一种可延迟、可调度、功率要求高的被动负荷。所采用的方法采用三种测量的储罐状态,并结合蒙特卡罗概率种群行为算法,模拟了3 600个储罐的负荷效应。在水平方向使用典型的150升,3kw的EWH,每个罐每天的最大抽气量为50升。结果表明,系统从4.5 h减载到2.5 h减载有利于降低瞬时峰值需求,减载周期越短。对于3 600个ewh群体,在15分钟、30分钟、45分钟和60分钟激活时间窗口内均匀分布的随机延迟的模拟结果表明,15分钟的激活时间窗口可以将预期峰值需求降低2倍。这一点很重要,因为智能控制器改造到EWHs正变得越来越普遍,如果这个简单的子程序被内置来在一段时间无供电后产生短暂的延迟,它可能会对电网产生重大的被动影响。
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引用次数: 1
Faster R-CNN Based Cephalometric Landmarks Detection 更快的基于R-CNN的头部测量地标检测
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570986
L. C. Tabata, Clement N. Nyirenda
The objective of this study is to identify cephalometric landmarks on 2D cephalograms (X-rays) using a two-stage Artificial Intelligence (AI) based object detection method. The proposed work implements a Faster Region-based Convolutional Neural Network (Faster R-CNN), a deep-neural network, which consists of a 50 layered Residual Network (ResNet50) with Feature Pyramid Network (FPN) as a backbone network. The algorithm is trained and tested on a dataset presented in the IEEE International Symposium on Biomedical Imaging Challenge (ISBI-2015). The detection was based on the algorithm’s performance, in terms of mean error and the success rate under the clinically accepted accuracy range of 2 mm. The hypothesis behind this work was that Faster R-CNN will have a difficulty in detecting the landmarks due to either fuzzy features and, or low-resolution representations, but with help of FPN, the performance might be better. Results show that the model achieves approximately 90% and 0.9 mm in terms success rate and mean error respectively. In terms of future work, there is still a need to improve Faster R-CNN performance by increasing or modifying the dataset. Furthermore, the use of a more powerful computational platform would lead to faster training time, which would give room to the implementation of optimization algorithms of the hyper parameters by using evolutionary computation methods.
本研究的目的是使用一种基于两阶段人工智能(AI)的物体检测方法来识别二维脑电图(x射线)上的头部测量标志。提出的工作实现了一种更快的基于区域的卷积神经网络(Faster R-CNN),这是一种深度神经网络,它由50层残差网络(ResNet50)和特征金字塔网络(FPN)作为骨干网络组成。该算法在IEEE国际生物医学成像挑战研讨会(ISBI-2015)上提出的数据集上进行了训练和测试。检测是基于算法的性能,即平均误差和成功率,在临床可接受的精度范围为2mm。这项工作背后的假设是,由于模糊特征和低分辨率表示,更快的R-CNN在检测地标方面会有困难,但在FPN的帮助下,性能可能会更好。结果表明,该模型的成功率约为90%,平均误差约为0.9 mm。就未来的工作而言,仍然需要通过增加或修改数据集来提高更快的R-CNN性能。此外,使用更强大的计算平台将导致更快的训练时间,这将为利用进化计算方法实现超参数优化算法提供空间。
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引用次数: 0
Implementation of Indirect Field Oriented Control of a 2.2kW Three-Phase Induction Motor Using MATLAB Simulink 利用MATLAB Simulink实现2.2kW三相异步电动机的间接磁场定向控制
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570873
A. T. Umoette, O. Okoro, I. Davidson
Speed control of an induction motor using indirect field-oriented control (IFOC) method with space vector pulse width modulation (SVPWM) technique and proportional integral controller is presented and discussed in this paper. A 2.2kW three phase squirrel cage type Induction motor model with field-oriented control was simulated and analyzed using MATLAB/Simulink. The decoupling of the flux and torque producing components, for secondary control was carried out for the actual IFOC of the induction motor drive. The motor performance was analyzed under no-load, variable load, constant speed, and variable speed with load conditions. From the results obtained, the proposed control technique was found to produce satisfactory dynamic response and improved motor performance under these operating conditions.
本文提出并讨论了空间矢量脉宽调制(SVPWM)技术与比例积分控制器相结合的异步电动机间接定向磁场控制(IFOC)速度控制方法。利用MATLAB/Simulink对2.2kW三相鼠笼型感应电动机磁场定向控制模型进行了仿真分析。对感应电机驱动的实际IFOC进行了二次控制磁链和转矩产生分量的解耦。分析了电机在空载、变载、匀速、带载变速等工况下的性能。结果表明,所提出的控制技术在这些工况下产生了令人满意的动态响应,并改善了电机的性能。
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引用次数: 1
Design and Implementation of an Energy Auto Crediting Scheme for Prepaid Energy Meters 预付费电能表能源自动抵扣计划的设计与实现
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570869
A. Ogunjuyigbe, T. Ayodele, Olufemi Balogun, T. Mosetlhe, A. Yusuff
This paper present the design and implementation of a convenient, cashless, seamlessly automated and fully transparent electricity metering, billing and payment system. This system enables both electricity consumers and the utility company to remotely monitor electricity consumption. It also allows the customer to remotely pay or "recharge" his/her energy meter. The solution combines the power electronic meter with a communications network which in this case uses an RF Transceiver (Wi-Fi Module) and GSM network (SIM card attached). The system is effective and free of corruption since the consumption can be monitored remotely by the utility company and the consumers while being cross-checked with revenue earned.
本文介绍了一个方便、无现金、无缝自动化和完全透明的电力计量、计费和支付系统的设计和实现。该系统使电力用户和公用事业公司都能远程监控电力消耗。它还允许客户远程支付或“充电”他/她的电能表。该解决方案将电力电子电表与通信网络相结合,在这种情况下使用射频收发器(Wi-Fi模块)和GSM网络(附加SIM卡)。该系统有效且没有腐败,因为公用事业公司和消费者可以远程监控消费情况,同时与收入进行交叉核对。
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引用次数: 0
期刊
2021 IEEE AFRICON
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