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Techno-Economic Modeling of Stand-Alone Solar Photovoltaic Systems: A Case Scenario from South Sudan 独立太阳能光伏系统的技术经济建模:南苏丹案例
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.23919/SAIEE.2024.10520213
Aban Ayik;Nelson Ijumba;Charles Kabiri;Philippe Goffin
South Sudan is expansive and sparsely populated with over 80% of the population living in rural areas. The country has no national grid connecting its cities and towns, thus making rural areas “good candidates” for stand-alone renewable energy systems. This study was conducted to determine the technical feasibility and economic viability of a stand-alone photovoltaic (PV) system compared to a diesel generator. A technoeconomic model was developed to forecast the performance of the PV system. The system was initially designed using the IEEE Recommended Practice for Sizing of Stand-Alone Photovoltaic Systems (IEEE P1562-2021) and the IEEE Recommended Practice for Sizing Lead-Acid Batteries for Stand-Alone Photovoltaic Systems (IEEE 1013-2019). The solar radiation data used for modeling were acquired from the Ineichen clear sky model and then transposed to the plane of array irradiation using pvlib python. The system optimization and sensitivity analysis was performed under various diesel fuel costs using the Hybrid Optimization of Multiple Energy Resources (HOMER) software. Results show that at a fuel price of $ 2 per liter, the levelized cost of electricity (LCOE) of the PV system is 64% lower than that of the diesel generator and that the system can earn 11% return on investment (ROI) and recover the investment in about 5.5 years. With a drop in price of diesel fuel to $1 per liter, the payback period increases to about 7 years. These results show that standalone PV systems are technically feasible and economically viable in rural and peri-urban areas of South Sudan.
南苏丹幅员辽阔,人口稀少,80% 以上的人口居住在农村地区。该国没有连接城镇的国家电网,因此农村地区成为独立可再生能源系统的 "理想候选地"。本研究旨在确定独立光伏(PV)系统与柴油发电机相比的技术可行性和经济可行性。开发了一个技术经济模型来预测光伏系统的性能。该系统的初步设计采用了《IEEE 独立光伏系统选型推荐实践》(IEEE P1562-2021)和《IEEE 独立光伏系统铅酸电池选型推荐实践》(IEEE 1013-2019)。建模所用的太阳辐射数据来自 Ineichen 晴空模型,然后使用 pvlib python 将其转换为阵列辐照平面。系统优化和敏感性分析是在不同柴油燃料成本条件下使用多能源资源混合优化(HOMER)软件进行的。结果显示,在燃料价格为每升 2 美元时,光伏系统的平准化电力成本(LCOE)比柴油发电机低 64%,系统可获得 11% 的投资回报率(ROI),并在约 5.5 年内收回投资。如果柴油价格降至每升 1 美元,投资回收期将增至约 7 年。这些结果表明,在南苏丹的农村和城郊地区,独立光伏系统在技术上是可行的,在经济上也是可行的。
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引用次数: 0
Notes for authors 作者须知
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.23919/SAIEE.2024.10520214
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引用次数: 0
Editors and reviewers 编辑和审查员
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.23919/SAIEE.2024.10520216
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引用次数: 0
The Feasibility of Positioning Electromagnetic Near Field Hotspots within a Resonant Cavity for Microwave Thermal Ablation 在用于微波热消融的谐振腔内定位电磁近场热点的可行性
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.23919/SAIEE.2024.10520211
Graeme Young;David Rubin;Alan Clark
An investigation into moving electromagnetic nearfield hotspots inside a resonant cavity is presented. The investigation focused on simulating an alternative approach to microwave thermal ablation of tumours by manipulating the interaction between electromagnetic near fields instead of utilising an interstitial antenna. The methodology comprised comparing various electromagnetic field solvers, verifying the simulation techniques, characterising a rectangular resonant cavity, and attempting to manipulate the position of its hotspots by introducing a feed phase shift. The effects of dielectric media were also investigated. Progressive hotspot movement was achieved using input phase manipulation between 2.55 and 2.7 GHz with the feeds on opposite walls. No pattern change was evident at the system's eigenfrequencies, indicating a constant field pattern at its resonant peaks. Furthermore, it was determined that the characteristic modes of the system were narrowband, such that the addition of dielectric material altered the system's resonance. Therefore, the application of this method to thermal ablation, which requires high precision, accuracy and control, was deemed impractical. Future recommendations include using adjustable geometry to design field patterns, comparing dielectric media with significant thermal mass, and investigating the ‘inverse problem’ to create a specific current distribution around the resonant cavity and induce the desired hotspot patterns.
本文介绍了一项关于在谐振腔内移动电磁近场热点的研究。这项研究的重点是通过操纵电磁近场之间的相互作用,而不是利用间隙天线来模拟肿瘤微波热消融的替代方法。研究方法包括比较各种电磁场求解器、验证模拟技术、确定矩形谐振腔的特征,以及尝试通过引入馈电相移来操纵其热点位置。此外,还研究了介质的影响。在 2.55 和 2.7 千兆赫之间,通过输入相位操作,实现了热点的渐进移动,馈源位于相对的腔壁上。在系统的特征频率上没有明显的模式变化,这表明在谐振峰上有恒定的场模式。此外,还确定系统的特征模式为窄带,因此添加介电材料会改变系统的共振。因此,将这种方法应用于需要高精度、准确性和控制的热烧蚀被认为是不切实际的。未来的建议包括使用可调整的几何形状来设计场模式,比较具有较大热质量的介电质,以及研究 "逆问题",以便在谐振腔周围形成特定的电流分布,并诱发所需的热点模式。
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引用次数: 0
Using LSTM to Perform Load Predictions for Grid-Interactive Buildings 使用 LSTM 为网格交互式建筑进行负荷预测
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.23919/SAIEE.2024.10520212
Kyppy N. Simani;Yuval O. Genga;Yu-Chieh J. Yen
Energy consumption from the residential sector forms a large portion of the electricity grid demand. The growing accessibility of residential load profile data presents an opportunity for improved residential load forecasting and the implementation of demand-side management (DSM) strategies. Machine learning is a tool well-suited for predicting stochastic processes, such as residential power usage due to human behavior. Long short-term memory (LSTM) recurrent neural networks are especially suited for predicting time-series data such as electrical load profiles. This paper investigates the impact of LSTM hyperparameters to the predictive performance of models, which include the tradeoffs associated with training data size, horizon ratios, model fidelity, prediction horizon and computational intensity. This paper provides a framework to evaluate the choice of LSTM hyperparameters for understanding trade-offs in a practical application of load profile predictions for the context of Grid-interactive Efficient Buildings (GEBs).
住宅部门的能源消耗占电网需求的很大一部分。越来越多的居民负荷曲线数据为改进居民负荷预测和实施需求侧管理 (DSM) 策略提供了机会。机器学习是一种非常适合预测随机过程的工具,例如由人类行为导致的住宅用电情况。长短期记忆 (LSTM) 循环神经网络尤其适合预测时间序列数据,如电力负荷曲线。本文研究了 LSTM 超参数对模型预测性能的影响,其中包括与训练数据大小、水平比率、模型保真度、预测水平和计算强度相关的权衡。本文提供了一个框架,用于评估 LSTM 超参数的选择,以了解电网交互式高效楼宇(GEB)负载曲线预测实际应用中的权衡。
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引用次数: 0
Notes for authors 作者须知
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-11-15 DOI: 10.23919/SAIEE.2023.10319382
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引用次数: 0
Editors and reviewers 编辑和审稿人
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-11-15 DOI: 10.23919/SAIEE.2023.10319376
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引用次数: 0
An image encryption based on confusion-diffusion using two chaotic maps and Frobenius endomorphism 基于两个混沌映射和Frobenius自同态的混沌扩散图像加密
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-11-15 DOI: 10.23919/SAIEE.2023.10319378
Asmaa Hilmi;Soufiane Mezroui;Ahmed El Oualkadi
The chaotic map including 2D-Henon and Tent maps, have been widely used in modern cryptography, due to its high level of security and low cost of computation, compared to traditional algorithms. This study suggests a method for sharing images that are dependent on both confusion and diffusion for securing a gray-scale image. First, a new perturbation method of pixels based on Henon map to generate the permutation matrix for scrambling the plain image is proposed. The confused image should be encrypted, in which we combine the Frobenius endomorphism and Tent chaotic map to generate a key encryption. Using the eXclusive-OR operation, the substitution process is realized between the key encryption and confused image. The simulation results of the proposed scheme maintain a lossless encryption quality, and the security analysis, which includes differential attack entropy, correlation coefficient, and histogram analysis illustrate that the proposed approach reveals a high performance.
混沌映射包括2D-Henon和Tent映射,与传统算法相比,由于其高安全性和低计算成本,在现代密码学中得到了广泛的应用。本研究提出了一种共享图像的方法,该方法既依赖于混淆,也依赖于扩散,以确保灰度图像。首先,提出了一种新的基于Henon映射的像素摄动方法,用于生成排列矩阵对平面图像进行置乱。对混乱的图像进行加密,我们结合Frobenius自同态和Tent混沌映射生成密钥加密。利用异或运算,实现密钥加密与混淆图像之间的替换过程。仿真结果表明,该方案保持了无损的加密质量,并对差分攻击熵、相关系数和直方图分析进行了安全性分析,结果表明该方案具有较高的性能。
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引用次数: 0
Radiofrequency electromagnetic radiation exposure assessment, analysis, computation, and minimization technique in 5G networks: A perspective on QoS trade-offs 5G网络中的射频电磁辐射暴露评估、分析、计算和最小化技术:QoS权衡的视角
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-11-15 DOI: 10.23919/SAIEE.2023.10319380
Adedotun T. Ajibare;Sunday O. Oladejo;Stephen O. Ekwe;Lateef A. Akinyemi;Daniel Ramotsoela
In this study, the specific absorption rate (SAR) and exposure index (EI) of access points (APs) and user equipment (UEs) in fourth-generation (4G) and fifth-generation (5G) wireless technologies are examined with regard to the effects of exposure to radiofrequency (RF) electromagnetic fields (EMF) radiation and the implications of their reduction. We characterize the EI using a classical mathematical method while considering the power density, the SAR, the electric field strength, and the tissue's density and conductivity. As such, a novel exposure-index open-loop power control algorithm is proposed to evaluate the realistic RF-EMF radiation exposure on human users from both the downlink (DL) and uplink (UL) communication devices. To solve an EI minimization problem using the open-loop power control algorithm, we formulate it in the form of a mixed-integer nonlinear programming (MINLP) problem. As the energy capacity (i.e., power density) in wireless networks determines the radiation exposure (SAR and EI), it minimizes the EI by controlling and managing the transmitted and received powers under the restrictions of Quality of Service (QoS), interference, and power, while ensuring the users' QoS requirements are met. Our proposed scheme is numerically compared to other heuristic algorithms and exposure limits established by the International Commission on Non-Ionizing Radiation Protection (ICNIRP) and other similar organizations. Lastly, we compare the emissions from 4G and 5G networks to the emissions from UL and DL transmissions. Our simulation findings indicate that our proposed technique is a good alternative. Our assessment, in terms of numerical results and evaluation, also verifies that the exposures are bearable, fall within the recommended limits, and are minimized without impairing the users' QoS.
在本研究中,研究了第四代(4G)和第五代(5G)无线技术中接入点(ap)和用户设备(ue)的特定吸收率(SAR)和暴露指数(EI),以及暴露于射频(RF)电磁场(EMF)辐射的影响及其减少的影响。我们在考虑功率密度、SAR、电场强度、组织密度和电导率的同时,使用经典的数学方法来表征EI。为此,提出了一种新的暴露指数开环功率控制算法,以评估来自下行(DL)和上行(UL)通信设备的真实RF-EMF辐射对人类用户的暴露。为了利用开环功率控制算法求解EI最小化问题,我们将其表述为一个混合整数非线性规划(MINLP)问题。无线网络的能量容量(即功率密度)决定了辐射暴露(SAR和EI),在QoS、干扰和功率的限制下,通过对发射和接收功率的控制和管理,在保证满足用户QoS要求的前提下,实现EI的最小化。我们提出的方案与其他启发式算法和由国际非电离辐射防护委员会(ICNIRP)和其他类似组织建立的暴露限值进行了数值比较。最后,我们比较了4G和5G网络的排放与UL和DL传输的排放。我们的仿真结果表明,我们提出的技术是一个很好的替代方案。我们的评估,在数值结果和评估方面,也验证了暴露是可以承受的,落在建议的范围内,并且在不损害用户QoS的情况下最小化。
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引用次数: 0
GaN HEMT power amplifier design for 2.45 GHz wireless applications 用于2.45 GHz无线应用的GaN HEMT功率放大器设计
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-11-15 DOI: 10.23919/SAIEE.2023.10319379
Paula Akossiwa Atchike;Jamal Zbitou;Ahmed El Oualkadi;Pascal Dherbécourt
Electronic devices with high performances like Power Amplifiers (PA) are very important for Wireless communications. This paper proposes a design of a class AB power amplifier operating at 2.45 GHz, in the S-band frequency. The Cree's CG2H40045F GaN HEMT (High Electron Mobility Transistor) is used for this design. The Gallium Nitride (GaN) technology has been chosen in light of its advantageous properties such as high breakdown voltage, high band gap, as well as high thermal conditions. The paper investigates the different design trade-offs for finding a good balance between various key parameters of the PA (linearity, efficiency, and gain). A design approach has been proposed and the microstrip lines based on the Smith Chart tool available in ADS software have been used for the matching process. The class AB was selected to reach a good agreement between linearity and efficiency, provided by this class. After various process applications from DC characterization to simulations, the proposed design achieves a power added efficiency more than 50% at power saturation with a gain of 15 dB in schematic simulation. The layout dimensions are 55.5 × 64.45 mm2 on PCB technology.
功率放大器(PA)等高性能电子器件对无线通信非常重要。本文提出了一种工作频率为2.45 GHz的s波段AB类功率放大器的设计方案。该设计使用Cree的CG2H40045F GaN HEMT(高电子迁移率晶体管)。氮化镓(GaN)技术具有高击穿电压、高带隙和高热条件等优点。本文研究了不同的设计权衡,以找到PA的各种关键参数(线性度,效率和增益)之间的良好平衡。提出了一种设计方法,并利用ADS软件中的史密斯图工具绘制微带线进行匹配。选择AB级是为了在线性度和效率之间达到很好的一致性,这是AB级提供的。经过从直流表征到仿真的各种工艺应用,所提出的设计在功率饱和时的功率增加效率超过50%,原理图仿真的增益为15 dB。PCB工艺上的布局尺寸为55.5 × 64.45 mm2。
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引用次数: 0
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SAIEE Africa Research Journal
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