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2021 IEEE AFRICON最新文献

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Local Power Control using Wireless Sensor System for Microgrids in Africa 非洲微电网无线传感系统的局部电力控制
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570970
U. Hilleringmann, D. Petrov, Ibrahim Mwammenywa, Geoffrey Mark Kagarura
Photovoltaic microgrids in Sub-Saharan Africa (SSA) suffer from limited voltage stability and frequent blackouts caused by power generation/consumer load mismatch. To improve the reliability of the microgrids, a wireless sensor network for distributed load monitoring in combination with solar irradiation forecasts based on weather data are proposed. Implementing both, local load surveillance and weather prognosis, will considerably improve the overall network stability as this combination enables specific tailored countermeasures just in time. The proposed system further allows the implementation of a cost-effective time-based tariff management to support a better uniformity of the load during daytime.
撒哈拉以南非洲(SSA)地区的光伏微电网由于发电负荷与用户负荷不匹配而导致电压稳定性有限、停电频繁。为提高微电网的可靠性,提出了一种基于天气数据的太阳辐射预报与分布式负荷监测相结合的无线传感器网络。同时实施本地负荷监测和天气预测,将大大提高整个网络的稳定性,因为这种组合能够及时实现特定的定制对策。拟议的系统还允许实施具有成本效益的基于时间的电价管理,以支持白天负荷的更均匀性。
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引用次数: 2
Step-Like Ultra-Wideband Antenna Applicable for 5G Communication 适用于5G通信的阶梯式超宽带天线
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570966
Joseph Owusu, Oppong Nathaniel, Foeh Emmanuel, K. Diawuo
One problem of Ultra-wideband systems is reducing the size of the antenna while still maintaining the antenna’s performance in the Ultra-wideband frequency range. This is also a requirement in 5G wireless communication. 5G antennas are to have low profiles, simple structure, have a lighter weight, and a high gain. In this paper, a novel antenna with two steps on the patch and defected ground structure for UWB and 5G applications are presented. It has a volume of 32 x 32 x 1.6mm3. The antenna is realized on an FR4 substrate and fed with a 50Ω microstrip feedline. The design and simulation of the antenna were carried out using CST studio. The stepped patch is used to improve the impedance matching at the lower frequencies while the slotted ground is used to improve that of the higher frequencies. The antenna has high impedance matching characteristics over the entire operating bandwidth from 2.95 to 40 GHz at return loss ≤ 10 dB and Voltage Standing Wave Ratio < 2 from the simulated results with its highest gain at 9.5 GHz frequency. The antenna exhibits multiband characteristics at frequency ranges of 3.40-3.60, 8.63-10.37, 13.53-14.69, 18.82-20.06, 23.95- 24.56, 27.22-28.52 GHz frequency band at 20 dB. The antenna has good gain, and a low return loss of 20 dB at 28 GHz, making it suitable for 5G applications. The significance of the slots and Defected Ground Structure are also simulated and presented in this paper. The antenna can be used for UWB applications due to its wider bandwidth.
超宽带系统面临的一个问题是如何在减小天线尺寸的同时保持天线在超宽带频率范围内的性能。这也是5G无线通信的一个要求。5G天线的特点是外形低、结构简单、重量轻、增益高。本文提出了一种用于超宽带和5G应用的双台阶贴片和缺陷接地结构的新型天线。它的体积为32 x 32 x 1.6mm3。该天线在FR4衬底上实现,并通过50Ω微带馈线馈电。利用CST studio对天线进行了设计和仿真。阶梯式贴片用于改善低频阻抗匹配,槽式接地用于改善高频阻抗匹配。仿真结果表明,该天线在2.95 ~ 40 GHz的整个工作带宽范围内具有较高的阻抗匹配特性,回波损耗≤10 dB,驻波电压比< 2,增益最高的频率为9.5 GHz。该天线在3.40 ~ 3.60、8.63 ~ 10.37、13.53 ~ 14.69、18.82 ~ 20.06、23.95 ~ 24.56、27.22 ~ 28.52 GHz频段的20 dB频率范围内具有多波段特性。该天线具有良好的增益,在28 GHz时回波损耗低至20 dB,适合5G应用。文中还对裂缝和缺陷地面结构的意义进行了模拟和阐述。该天线可用于超宽带应用,因为它的带宽更宽。
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引用次数: 2
Investigating the Optimal Location of FACTS Devices in Power System Networks with Renewable Energy Sources considering uncertainty 考虑不确定性的可再生能源电网FACTS设备最优配置研究
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570923
W. Masamvu, O. Dzobo
Reactive power flow analysis is an essential feature of power systems management. Controlling the amounts of reactive power flowing in and out of a power system network aids in keeping network voltage within acceptable limits. As the penetration of renewable energy sources (RESs) into the conventional electric grid increases, its effect on reactive power must be investigated. Research studies have shown that the uncertainty of RESs in power generation influences the reactive power of a power system network and consequently its overall transmission losses. This influence can be mitigated by installing FACTS devices in the power system network. In this research paper, a case study is presented to determine the best location of Flexible Alternating Current Transmission System (FACTS) devices in a power system network with RESs. The uncertainty of load and wind power generation is modelled using probabilistic scenario-based method. The IEEE 14 bus test network is used in the analysis. The objective function is solved using the particle swarm optimization (PSO) algorithm. The results show that when FACTS devices are strategically positioned in a power system network and uncertainty is considered, they have a significant influence on the overall transmission loss of the network.
无功潮流分析是电力系统管理的一个重要特征。控制流入和流出电力系统网络的无功功率量有助于将网络电压保持在可接受的范围内。随着可再生能源对传统电网的渗透增加,必须研究其对无功功率的影响。研究表明,发电过程中RESs的不确定性会影响电网的无功功率,进而影响电网的整体输电损耗。这种影响可以通过在电力系统网络中安装FACTS设备来减轻。本文以柔性交流输电系统(FACTS)为研究对象,讨论了柔性交流输电系统(FACTS)设备在具有RESs的电网中的最佳位置。采用基于概率场景的方法对负荷和风力发电的不确定性进行建模。分析中采用了ieee14总线测试网络。采用粒子群优化算法求解目标函数。研究结果表明,在考虑不确定性的情况下,FACTS设备在电网中的战略位置对电网的整体传输损耗有显著影响。
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引用次数: 0
A Nash Equilibrium Approach based on Differential Evolution to Probit Classification 基于差分进化的概率分类纳什均衡方法
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570848
R. Lung
The possibility of enhancing the performance of the Probit classification model by adding a game theoretic flavour to the model parameters is explored in this paper. A game in which each attribute of the data set represents a player choosing its parameter is devised. The Nash equilibrium of this game is approximated by using a Differential Evolution algorithm. Numerical examples illustrate the potential of this approach.
本文探讨了通过在模型参数中加入博弈论元素来提高Probit分类模型性能的可能性。设计了一种游戏,其中数据集的每个属性代表玩家选择其参数。该博弈的纳什均衡是用一种差分进化算法逼近的。数值例子说明了这种方法的潜力。
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引用次数: 0
Small-Scale Farmers’ Awareness of e-Agriculture: A Pathway for Livelihood Development in Mkuranga, Tanzania 坦桑尼亚姆库兰加小农对电子农业的认识:一条生计发展之路
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570889
Ezra Misaki
True agricultural development heavily relies on the promptness and relevance of the information accessed by small-scale farmers. In this regard, the application of e- Agriculture has a huge potential and pathway for agricultural development. e-Agriculture facilitates the exchange of farming information, ideas, and resources that if practiced can improve productivity and livelihood. Information exchanged improves small-scale farmers' decision-making in the agricultural value chain and hence pathway in welfare development. Despite this potentiality of e-Agriculture, the literature on the assessment of the level of farmers’ awareness of the technology in Mkuranga is scanty. Therefore, using a quantitative survey design to 63 small-scale farmers, focusing on the dimensions attitude, impact, social-cultural inhibitions of using mobile technology and competence in using mobile technologies, this study found out that 81.0 and 87.3 per cent of the respondents were unaware of the existence of e-Agriculture and information and communication technology projects in the study area. Further, 76.2 per cent of small-scale farmers studied opined that such projects could enhance agriculture in future if well established. The study also found that information and communication technologies such as M-Pesa, Tigo-Pesa, and AirTel money services positively impacted the farming business. The study also found out that the social-cultural aspect was not inhibiting the scaling up of technology usage in the rural sector. Moreover, it was found that the competencies of farmers were low, indicating the low awareness of the technology. Thus, the study's findings provide insights on enhancing the use of e-Agriculture in the farming business and policy formulation in the agricultural sector.
真正的农业发展在很大程度上依赖于小农获取信息的及时性和相关性。在这方面,电子农业的应用具有巨大的潜力和农业发展的途径。电子农业促进了农业信息、思想和资源的交流,如果付诸实践,可以提高生产力和生计。信息交换改善了小农在农业价值链上的决策,从而改善了福利发展的路径。尽管电子农业具有这种潜力,但关于评估Mkuranga农民对该技术的认识水平的文献很少。因此,采用定量调查设计,以63小农,重点维度态度,影响,使用移动技术的社会文化抑制和使用移动技术的能力,本研究发现,81.0%和87.3%的受访者不知道电子农业和信息通信技术项目的存在在研究区域。此外,接受研究的76.2%的小农认为,如果这些项目建立良好,将来可以促进农业。该研究还发现,信息和通信技术,如M-Pesa、Tigo-Pesa和AirTel货币服务,对农业产生了积极影响。研究还发现,社会文化方面并没有阻碍农村部门扩大技术使用。此外,发现农民的胜任力较低,表明对该技术的认识较低。因此,研究结果为在农业经营和农业部门政策制定中加强电子农业的使用提供了见解。
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引用次数: 2
Assisting Polyculture Farming in Africa 协助非洲混养农业
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570957
S. Adebola, Ken Goldberg
AlphaGarden is a polyculture garden tended by a robot using a learned control policy tuned with simulation, sensor and camera data. AlphaGarden aims to optimize yield and diversity while minimizing water use. This extended abstract considers how its seed planting algorithm could be used by African farmers.
AlphaGarden是一个多文化花园,由一个机器人使用一种学习控制策略来调节模拟、传感器和摄像头数据。AlphaGarden旨在优化产量和多样性,同时最大限度地减少用水量。这篇扩展摘要考虑了非洲农民如何使用它的播种算法。
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引用次数: 1
Finite Element Design and Multi-objective Optimization of Four Pole Reluctance Motor Based on NSGA-II Intelligent Algorithm 基于NSGA-II智能算法的四极磁阻电机有限元设计与多目标优化
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570964
E. C. Abunike, O. Okoro, I. Davidson
The design of a four-pole reluctance motor with multiple objectives is discussed in this paper using a finite element design methodology based on multi-objective genetic algorithm. Non-dominated genetic algorithm (NSGA-II) is used because of its high performance and intensification in optimization problems. The global sensitivity chart revealed that the motor’s stator pole embrace and yoke thickness are key parameters for the optimization objectives, while the rotor’s pole embrace should be restrained and closely associated with these two key parameters. According to the optimization and sensitivity analysis results, a final design which is superior to the base design was achieved. There were 15 % and 13.2 % improvement in the optimized model in terms of the average torque and efficiency respectively. Also, the optimized model recorded a reduction in the average torque ripple and total loss by 1.55 % and 30.1 % respectively. This demonstrates the NSGA-II intelligent optimization program is a suitable framework to optimize specified objective functions.
本文采用基于多目标遗传算法的有限元设计方法,讨论了多目标四极磁阻电机的设计问题。非支配遗传算法(NSGA-II)因其在优化问题中的高性能和集约化而被广泛应用。全局灵敏度图显示,电机定子极拥抱和轭架厚度是优化目标的关键参数,而转子极拥抱应受到约束并与这两个关键参数密切相关。根据优化和灵敏度分析结果,得出了优于基本设计的最终设计方案。优化后的模型在平均转矩和效率方面分别提高了15%和13.2%。此外,优化模型记录的平均转矩脉动和总损失分别减少了1.55%和30.1%。这表明NSGA-II智能优化程序是优化指定目标函数的合适框架。
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引用次数: 3
Arc Parameters and Fault Impedance effect on the Gradient of Arc Current and Rate of Rise of Recovery Voltage in HVDC Circuit Breaker Using Mayr Arc Model. 用Mayr电弧模型研究了电弧参数和故障阻抗对高压直流断路器电弧电流梯度和恢复电压上升速率的影响。
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570846
Mohamed N. Elfikky, A. El-Morshedy, M. El-Shahat
The gradient of Arc Current (di/dt) and rate of rise of recovery voltage (RRRV) are used to study the capability of circuit breaker (CB) to interrupt different faults. The current interruption mechanism in high voltage direct current (HVDC) CB is complicated and needs an auxiliary circuit to generate current zero crossing. Mayr Arc Model is used to simulate the arc current interruption process. The effects of arc model parameters, arc time constant (τ) and cooling power (P), on di/dt and RRRV are presented in this work. It is found that the lower di/dt will appear at higher Arc time constant and lower cooling power values, but with limits. Contrary to di/dt, RRRV has lower values at low arc time constant values and high cooling power values, but Mayr arc model parameters have greater effect on di/dt than RRRV. This paper also addresses the effect of three types of fault impedance (resistive, inductive and capacitive) on di/dt and RRRV. A comparison is carried out for these fault impedances and shows good performance for capacitive impedance.
采用电弧电流梯度(di/dt)和恢复电压上升速率(RRRV)来研究断路器对不同故障的中断能力。高压直流断路器的断流机制复杂,需要辅助电路来产生过零电流。采用迈尔电弧模型模拟电弧电流中断过程。研究了电弧模型参数、电弧时间常数τ和冷却功率P对di/dt和RRRV的影响。在较高的电弧时间常数和较低的冷却功率值时,会出现较低的di/dt,但有一定的限制。与di/dt相反,RRRV在低电弧时间常数值和高冷却功率值时具有较低的数值,但Mayr电弧模型参数对di/dt的影响大于RRRV。本文还讨论了三种类型的故障阻抗(电阻、电感和电容)对di/dt和RRRV的影响。对这些故障阻抗进行了比较,表明电容阻抗具有良好的性能。
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引用次数: 0
Interference Management upon Collaborative Beamforming in a Wireless Sensor Network Monitoring System featuring Multiple Unmanned Aerial Vehicles 多无人机无线传感器网络监控系统协同波束形成干扰管理
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570907
Robert Macharia, K. Langat, P. Kihato
Collaborative beamforming (CBF) has been proposed as a viable tool towards increasing node transmission range in Wireless Sensor Networks (WSNs). This is highly essential in scenarios featuring highly elevated airborne sinks (Unmanned Aerial Vehicles (UAVs)) where multi-hop transmission is inconceivable. CBF yields radiation in unintended directions (sidelobes). A high sidelobe is bound to lead to interference at an UAV in the sidelobe’s direction (taking into consideration a case of multiple and mobile UAV sinks). A direct consequence of increased interference is reduction in communication capacity at the affected UAV. This paper presents a generalized sidelobe minimization scheme using Gravitational Search Algorithm (GSA). The effect of sidelobe minimization on the communication capacity at unintended UAVs is analyzed. Appreciable capacity increase is observed in comparison to a scheme featuring peak sidelobe minimization only.
协同波束形成(CBF)被认为是增加无线传感器网络(WSNs)节点传输距离的可行工具。这在具有高架机载水槽(无人驾驶飞行器(uav))的场景中是非常必要的,因为多跳传输是不可想象的。CBF产生非预期方向的辐射(旁瓣)。高旁瓣必然会导致无人机在旁瓣方向上的干扰(考虑到多个移动的无人机接收器的情况)。增加干扰的一个直接后果是受影响无人机的通信能力减少。提出了一种基于引力搜索算法(GSA)的广义旁瓣最小化方案。分析了副瓣最小化对非预期无人机通信能力的影响。与仅具有峰值旁瓣最小化的方案相比,观察到明显的容量增加。
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引用次数: 3
Circular Monopole Time Reversal Mirror for Microwave Wireless Power Transfer Applications 微波无线电力传输用圆形单极时间反转镜
Pub Date : 2021-09-13 DOI: 10.1109/africon51333.2021.9570867
Baidenger Agyekum Twumasi, Jia‐lin Li, Ebenezer Tawiah Ashong, S. Menanor
This paper presents the design of a circular microstrip patch antenna time reversal mirror (TRM) for microwave wireless power transfer applications. The proposed antenna has 4.9 GHz bandwidth covering the 5.8 GHz WLAN band. Defects were used to improve the bandwidth and return loss of the proposed antenna TRM with enhanced radiation suitable for wireless power transfer for off-body biomedical applications. For the antenna time reversal mirror proposed, the slots act as scatterers enhancing the performance of the antenna time reversal mirror with transforming structures. The proposed antenna is designed on a microwave substrate of relative permittivity of 2.65 having a loss tangent of 0.003. It has a compact size of 30mm by 28mm. A rectangular bracket shaped slot was etched on the circular patch to improve its return loss with a maximum return loss of -55dB, better than -10dB with impedance bandwidth of 3.67-8.57 GHz and improved radiation pattern. Square slots were also etched on the partial ground plane of the proposed antenna.
提出了一种用于微波无线功率传输的圆形微带贴片天线时间反转镜的设计。该天线具有4.9 GHz带宽,覆盖5.8 GHz WLAN频段。利用缺陷提高了天线TRM的带宽和回波损耗,增强了辐射,适用于离体生物医学应用的无线电力传输。对于所提出的天线时间反转镜,槽作为散射体,通过变换结构增强了天线时间反转镜的性能。该天线设计在相对介电常数为2.65,损耗正切为0.003的微波衬底上。它具有30mm × 28mm的紧凑尺寸。在圆形贴片上蚀刻矩形支架形状的缝隙,改善其回波损耗,最大回波损耗为-55dB,优于-10dB,阻抗带宽为3.67 ~ 8.57 GHz,改善了辐射方向图。在天线的部分接地面上也蚀刻了方槽。
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引用次数: 0
期刊
2021 IEEE AFRICON
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