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Efficient Hybrid Algorithm Solution for Optimal Reactive Power Flow Using the Sensitive Bus Approach 基于敏感母线的最优无功潮流的高效混合算法求解
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4680
Z. Sahli, A. Hamouda, S. Sayah, D. Trentesaux, A. Bekrar
This paper presents the design and application of an efficient hybrid algorithm for solving the Optimal Reactive Power Flow (ORPF) problem. The ORPF is formulated as a nonlinear constrained optimization problem where the active power losses must be minimized. The proposed approach is based on the hybridization of Particle Swarm Optimization (PSO) and Tabu-Search (TS) technique. The proposed PSO-TS approach is used to find the settings of the control variables (i.e. generation bus voltages, transformer taps, and shunt capacitor sizes) which minimize transmission active power losses. The bus locations of the shunt capacitors are identified according to sensitive buses. To show the effectiveness of the proposed method, it is applied to the IEEE 30 bus benchmark test system and is compared with PSO and TS without hybridization, along with some other published approaches. The obtained results reveal the effectiveness of the proposed method in dealing with the highly nonlinear constrained nature of the ORPF problem.
本文提出了一种求解最优无功潮流问题的高效混合算法的设计与应用。ORPF被表述为一个非线性约束优化问题,其中有功损耗必须最小化。该方法基于粒子群优化(PSO)和禁忌搜索(TS)技术的混合。所提出的PSO-TS方法用于找到控制变量(即发电母线电压,变压器抽头和并联电容器尺寸)的设置,以最大限度地减少传输有功功率损耗。根据敏感母线确定并联电容器的母线位置。为了证明该方法的有效性,将其应用于iee30总线基准测试系统,并与无杂交的PSO和TS以及其他一些已发表的方法进行了比较。结果表明,该方法在处理ORPF问题的高度非线性约束特性方面是有效的。
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引用次数: 4
Load Shedding in Microgrids with Dual Neural Networks and AHP Algorithm 基于双神经网络和AHP算法的微电网减载研究
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4652
L. Nhung, T. T. Phung, H. Nguyen, T. N. Le, T. A. Nguyen, T. D. Vo
This paper proposes a new load shedding method based on the application of a Dual Neural Network (NN). The combination of a Back-Propagation Neural Network (BPNN) and of Particle Swarm Optimization (PSO) aims to quickly predict and propose a load shedding strategy when a fault occurs in the microgrid (MG) system. The PSO algorithm has the ability to search and compare multiple points, so the proposed NN training method helps determine the link weights faster and stronger. As a result, the proposed method saves training time and achieves higher accuracy. The Analytic Hierarchy Process (AHP) algorithm is applied to rank the loads based on their importance factor. The results of the ratings of the loads serve as a basis for constructing the load shedding strategies of a NN combined with the PSO algorithm (ANN-PSO). The proposed load shedding method is tested on an IEEE 25-bus 8-generator MG power system. The simulation results show that the frequency recovery of the power system is positive. The proposed neural network adapts well to the simulated data of the system and achieves high performance in fault prediction.
本文提出了一种基于双神经网络(NN)的减载方法。将反向传播神经网络(BPNN)与粒子群优化(PSO)相结合,旨在快速预测微电网系统发生故障时的减载策略。粒子群算法具有搜索和比较多个点的能力,因此所提出的神经网络训练方法有助于更快、更强地确定链路权重。结果表明,该方法节省了训练时间,达到了较高的准确率。采用层次分析法(AHP)对负荷进行重要因子排序。负载评级的结果为构建结合粒子群算法的神经网络减载策略(ANN-PSO)提供了依据。在IEEE 25总线8发电机MG电力系统上对该减载方法进行了测试。仿真结果表明,该系统的频率恢复是正的。所提出的神经网络对系统的模拟数据具有较好的适应性,在故障预测方面取得了较好的效果。
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引用次数: 14
A Novel Approach for the Modeling of Electromagnetic Forces in Air-Gap Shunt Reactors 一种新的气隙并联电抗器电磁力建模方法
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4692
H. B. Duc, T. P. Minh, T. P. Anh, V. D. Quoc
Shunt reactors are usually used in electrical systems to imbibe reactive powers created by capacitive powers on the lines when the system is operating on low or no loads. Moreover, they are also used to balance reactive powers and maintain the stability of a specified voltage. In general, the air gaps of a magnetic circuit shunt reactor are arranged along the iron core to reduce the influence of fringing and leakage fluxes. Therefore, non-magnetic materials made of ceramics or marbles are often used in air gaps to separate the iron core packets. The direction of the fringing flux is perpendicular to the laminations, so the core packets of the shunt reactor are generally made from radially laminated silicon steels. Due to the alternating electromagnetic field through the core, a periodically altered electromagnetic force is produced between the core packets, tending to compress the ceramic spacers. This electromagnetic force causes vibration and noise in the core. In this research, a finite element approach based on the Maxwell stress tensor was developed to compute the magnetic flux density and the electromagnetic forces appearing in a shunt reactor.
并联电抗器通常用于电力系统中,在系统低负荷或空载运行时吸收线路上容性功率产生的无功功率。此外,它们还用于平衡无功功率和保持特定电压的稳定性。一般情况下,磁路并联电抗器的气隙沿铁芯布置,以减小边沿和漏磁的影响。因此,通常在气隙中使用陶瓷或大理石制成的非磁性材料来分隔铁芯包。由于边缘磁通的方向与片材垂直,因此并联电抗器的堆芯包一般由径向层压硅钢制成。由于通过磁芯的交变电磁场,在磁芯包之间产生周期性改变的电磁力,倾向于压缩陶瓷垫片。这种电磁力在磁芯中引起振动和噪音。本文提出了一种基于Maxwell应力张量的有限元方法来计算并联电抗器中的磁通密度和电磁力。
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引用次数: 5
Assessment of Groundwater Quality Using Water Quality Indices: A Case Study of Paliganj Distributary, Bihar, India 基于水质指标的地下水水质评价——以印度比哈尔邦Paliganj支流为例
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4696
K. Praveen, L. B. Roy
Groundwater quality evaluation in the command area of Paliganj distributary of the Sone irrigation scheme in India was carried out during two different seasons in the year 2020, namely pre-monsoon, i.e. during March, and post-monsoon, i.e. during October. Forty groundwater samples were obtained from hand pumps and dug wells in the study area during the pre- and post-monsoon seasons. The chemical characteristics of groundwater samples were determined according to American Public Health Association approved process. Twelve parameters, namely, pH, EC, TDS, Ca, Mg, Na, F, SO4, K, Cl, and HCO3 were used to compute the water quality based on the weighted arithmetic water quality index method. In the study area, Ca2+-Mg+-HCO3−, and Ca2+-Mg+-Na+-HCO3- were the dominant hydro-chemical facies. All the samples were found to belong to the excellent to good category for drinking purposes during the pre-monsoon period. However, during the post-monsoon season, only 75% of the samples fell into the excellent to good group, while the remaining 25% fell into the poor for drinking purposes category. By analyzing through the irrigation quality index, 80% of the samples are considered highly suitable for irrigation and the remaining 20% come under the medium category. Thus, it was seen that the majority of groundwater samples are suitable for drinking and irrigation purposes, although groundwater in some portions of the area had high salinity and the Sodium Adsorption Ratio (SAR), showing that it is unsuitable for irrigation and requires adequate drainage.
在2020年的两个不同季节,即季风前(即3月)和季风后(即10月),对印度Sone灌溉计划Paliganj支流指挥区的地下水质量进行了评价。在季风前和季风后,从研究区的手泵和挖井中获得了40个地下水样本。根据美国公共卫生协会批准的程序测定了地下水样品的化学特性。采用加权算数水质指数法,采用pH、EC、TDS、Ca、Mg、Na、F、SO4、K、Cl、HCO3等12个参数计算水质。研究区以Ca2+- mg +- hco3 -和Ca2+- mg +- na +- hco3 -为主要水化学相。在季风来临前,所有样本均属优良至良好的饮用范畴。然而,在季风过后的季节,只有75%的样本属于优秀到良好组,而其余25%的样本属于饮用差的类别。通过灌溉质量指标分析,80%的样本属于高度适宜灌溉,其余20%属于中等适宜灌溉。由此可见,大部分地下水样本适合饮用和灌溉,尽管该地区部分地下水盐度和钠吸附比(SAR)较高,不适合灌溉,需要充分排水。
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引用次数: 12
Electromagnetic and Thermal Analysis of Interior Permanent Magnet Motors Using Filled Slots and Hairpin Windings 使用填充槽和发夹绕组的内部永磁电机的电磁和热分析
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4683
D. B. Minh, N. H. Phuong, V. D. Quoc, H. B. Duc
This paper analyzes the electromagnetic and thermal design of interior permanent magnet motors using filled slots and hairpin windings for electric vehicle applications. Two models of ∇ shape of the interior permanent magnet motors have been proposed to evaluate the temperature distribution and cogging torque performance. A narrow opening slot of the interior permanent magnet of 48 slots/8 poles with the filled winding has been designed to investigate the electromagnetic torque because the cogging torque depends on opening stator slots. A parallel–rectangle slot of the interior permanent magnet with the hairpin winding has been also implemented with finite element analysis to evaluate their performances. Normally, the slot opening of the interior permanent magnet stator equals the slot width, it is greater than the size of hairpin windings, and the cogging torque is increased significantly with a bigger slot opening. The main advantage of the hairpin winding design is the high slot fill factors. Hence, the lower the current density, the higher torque, and efficiency are, than the normal design with the same geometry parameters. To improve the cogging torque due to the wide slot opening, the step–skew rotor slices have been arranged to minimize the torque ripple with different skewing angles.
本文分析了电动汽车用填充槽式和发夹式内置式永磁电机的电磁和热设计。提出了两种内部永磁电机的∇形状模型来评估温度分布和齿槽转矩性能。由于排齿转矩取决于定子槽的开度,因此设计了48槽/8极填充绕组的内永磁体窄开槽来研究电磁转矩。并对带发夹绕组的内永磁体平行矩形槽进行了有限元分析,以评价其性能。通常情况下,内部永磁定子的槽开度等于槽宽,大于发卡绕组的尺寸,槽开度越大,齿槽转矩显著增加。发夹绕组设计的主要优点是高槽填充系数。因此,在相同的几何参数下,电流密度越低,转矩和效率就越高。为了提高宽槽开度带来的齿槽转矩,设计了阶梯斜转子片,以减小不同斜角度下的转矩波动。
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引用次数: 2
A Distributed Control Approach for Demand Response in Smart Grids 智能电网需求响应的分布式控制方法
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4634
A. El Gharbi
The smart grid is a new concept that has been developed during recent years to improve the intelligence and efficiency of electric power system management. Traditional electricity systems are combined and integrated with information technology, communication technology, and intelligent control technology in the smart grid. Demand Response (DR) refers to the changes in consumers' electricity consumption behavior in response to dynamic pricing or financial incentives. Based on the control manner, DR methods are classified as centralized or distributed. In distributed techniques, customers communicate with the other consumers and provide data to the power utility about the overall use. In this paper, we focus on the distributed approach of DR using the shifting method for a short-term horizon. To be more specific, three well-known solutions were studied: the Resource Allocation with Legitimate Claims, the Constrained Fair-Splitting Dispatch, and Real-Time Pricing. Finally, we compare the different techniques of DR distributed approaches based on the control mechanism.
智能电网是近年来为提高电力系统管理的智能化和高效性而发展起来的一个新概念。传统的电力系统在智能电网中与信息技术、通信技术、智能控制技术相结合和集成。需求响应(Demand Response, DR)是指消费者在动态定价或金融激励下的用电行为变化。根据控制方式的不同,容灾方式可分为集中式容灾和分布式容灾。在分布式技术中,客户与其他消费者进行通信,并向电力公司提供有关总体使用情况的数据。在本文中,我们重点研究了基于短期视界的移动方法的分布式DR方法。具体地说,我们研究了三种著名的解决方案:具有合法索赔的资源分配、有约束的公平分配调度和实时定价。最后,我们比较了基于控制机制的DR分布式方法的不同技术。
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引用次数: 2
Understanding the Seepage Behavior of Nai Gaj Dam through Numerical Analysis 通过数值分析了解奈嘎坝渗流特性
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4560
A. Bashir, Ritwick Chaudhry, A. Qureshi, U. Memon, N. Bheel
This study presents the seepage patterns of earth-fill dams, using critical situations by employing the finite element approach. The Nai Gaj dam is 65km northwest of Dadu city in Sindh Province, Pakistan. In this study, the seepage through the main dam body and foundation is computed and simulated for different scenarios, i.e. maximum, normal, and minimum reservoir level. Seepage analysis was conducted by using the SEEP/W sub-program of GEO-SLOPE software. Dam design parameters and dam geometry data were used as input data to compute the unknown seepage. The seepage behavior of the Nai Gaj dam is shown in terms of net flow which consists of equipotential lines, streamlines, velocity vectors, and phreatic lines. The results show the seepage flux, maximum seepage, and exit gradient at different reservoir levels. The results show that the average flow rate at normal, maximum, and minimum reservoir levels are 1.49×10-7cumec/m, 3.38×10-7cumec/m, and 2.108×10-8cumec/m respectively. In addition, the overall stability of the side slope of the dam is discussed.
本研究采用有限元方法,在临界情况下给出了土坝的渗流模式。Nai Gaj大坝位于巴基斯坦信德省大都市西北65公里处。在本研究中,计算和模拟了不同情况下,即水库最高水位、正常水位和最低水位下,主坝体和基础的渗流。采用GEO-SLOPE软件的SEEP/W子程序进行渗流分析。以坝体设计参数和坝体几何数据作为输入数据,计算未知渗流。用等值线、流线、速度矢量和潜水线组成的净流量来表示奈嘎坝的渗流特性。结果显示了不同库容下的渗流通量、最大渗流量和出口梯度。结果表明:正常、最大、最小水库水位下的平均流量分别为1.49×10-7cumec/m、3.38×10-7cumec/m和2.108×10-8cumec/m。此外,还对坝体边坡的整体稳定性进行了讨论。
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引用次数: 3
An Evaluation of the Extreme Rainfall Event of 2010 over the Kabul River Basin using the WRF Model 基于WRF模型的2010年喀布尔河流域极端降雨事件评价
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4587
F. Rafi, G. H. Dars, C. Strong, K. Ansari, S. H. Ali
Extreme precipitation events are among the most severe weather hazards. Knowledge about the spatial patterns underlying such events in the Upper Indus Basin is limited because estimating precipitation is very challenging due to the data scarcity and the complex orography. Numerical weather prediction models can be applied at a fine resolution to overcome this issue. The Advanced Research Weather Research and Forecasting (WRF) model version 3.8.1 was applied over the Kabul River Basin to simulate the temperature and precipitation of monsoon season 2010, i.e., 1st May to 16th September 2010. We considered the May month as a spin-up period. The initial and boundary conditions were derived from the National Oceanic and Atmospheric Administration, Climate Forecast System Reanalysis data. The model was set up by using two-nested domains with increasing horizontal resolution moving inward from 15km on domain d01 to 5km on domain d02. The simulations were compared with TRMM 3B42, and station data collected from the Pakistan Meteorological Department and Water and the Power Development Authority using bias, percentage bias, root mean square error, and Pearson correlation. The results revealed that the simulated precipitation was improved from d01 to d02. However, the model showed mixed results with overestimation of precipitation at some stations and underestimations at others. Simulated precipitation generally agreed better with TRMM than with station data. Overall, the results indicate that the WRF model can be used to simulate heavy precipitation in complex terrain.
极端降水事件是最严重的天气灾害之一。由于数据稀缺和地形复杂,估计降水非常具有挑战性,因此对印度河上游流域此类事件的空间格局了解有限。数值天气预报模式可以在很好的分辨率下应用来克服这个问题。应用WRF模式3.8.1版在喀布尔河流域模拟了2010年季风季节(即2010年5月1日至9月16日)的温度和降水。我们认为5月份是一个上升阶段。初始和边界条件来源于美国国家海洋和大气管理局气候预报系统再分析数据。模型采用双嵌套结构,水平分辨率逐渐增加,从d01域的15km向内移动到d02域的5km。利用偏差、百分比偏差、均方根误差和Pearson相关性,将模拟结果与TRMM 3B42以及从巴基斯坦气象部门和水电发展局收集的站点数据进行了比较。结果表明,从d01到d02,模拟降水得到了改善。然而,该模式显示的结果好坏参半,有些站点高估了降水,有些站点低估了降水。模拟降水与TRMM的拟合度总体上优于与台站资料的拟合度。结果表明,WRF模式可用于模拟复杂地形下的强降水。
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引用次数: 1
The Dynamics of the Radiated Field Near a Mobile Phone Connected to a 4G or 5G Network 连接到4G或5G网络的手机附近辐射场的动力学
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4670
D. Deaconescu, A. Buda, D. Vatamanu, S. Miclaus
Characterizing the time variations of signals emitted by mobile terminals provides complementary information to health authorities, especially with the increase of frequency and energy of radiation towards millimeter waves. This experimental work aimed to quantify and classify the time variability of the electric field level measured at 10cm from a mobile phone connected sequentially to a 4th and 5th generation mobile network. Statistic analysis was performed on data from real-time spectrum analyzers, while self-similarity was computed by first recurrence plots of the radiated emissions, corresponding to five different types of mobile applications. Moreover, specificities to the communication standard and the type of application were identified.
对移动终端发出的信号的时间变化进行表征,为卫生当局提供了补充信息,特别是随着毫米波辐射频率和能量的增加。这项实验工作旨在量化和分类从手机连续连接到第4代和第5代移动网络的10cm处测量的电场水平的时间变化。对实时频谱分析仪的数据进行统计分析,并通过辐射发射的首次递归图计算自相似性,对应于五种不同类型的移动应用。此外,还确定了通信标准和应用类型的特殊性。
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引用次数: 7
A Super High Gain L-Slotted Microstrip Patch Antenna For 5G Mobile Systems Operating at 26 and 28 GHz 用于26 GHz和28 GHz 5G移动系统的超高增益l开槽微带贴片天线
IF 1.5 0 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-02-12 DOI: 10.48084/etasr.4657
M. Nahas
Microstrip patch antennas have been widely investigated and used in modern mobile communication technologies including 5G. Previous works in the area demonstrated that such antennas can be designed to operate in the low, mid, and high bands of 5G networks. This paper focuses on high-band millimeter-wave 5G mobile applications. In particular, the proposed microstrip patch antenna was designed to operate at 26 and 28GHz, which are the first introduced and widely used frequency bands of the 5G. This study aims to enhance the gain and other radiation characteristics of the antenna by adding a combination of different slot shapes to a single rectangular patch that is commonly used in other 5G antennas. The results show that an extremely high gain is achieved by inserting two symmetric L-slots and a middle-placed square slot. The dimensions of the slots were simulated and optimized using the CST Studio Suite simulator. A comparative study was also conducted showing that the proposed antenna features higher gain and directivity and provides very good VSWR and efficiency along with a reasonably large enough bandwidth at the two resonance frequencies considered.
微带贴片天线已被广泛研究并应用于包括5G在内的现代移动通信技术中。该领域之前的研究表明,这种天线可以设计成在5G网络的低、中、高频段运行。本文主要研究高频段毫米波5G移动应用。特别是,拟议的微带贴片天线设计工作在26 ghz和28GHz,这是5G最早推出并广泛使用的频段。这项研究旨在通过在其他5G天线中常用的单个矩形贴片上添加不同缝隙形状的组合来增强天线的增益和其他辐射特性。结果表明,通过插入两个对称的l型槽和一个中间的方形槽,可以获得极高的增益。使用CST Studio Suite模拟器模拟和优化槽的尺寸。对比研究还表明,该天线具有更高的增益和指向性,并且在考虑的两个谐振频率下提供了非常好的驻波比和效率,并且具有足够大的带宽。
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引用次数: 7
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Engineering, Technology & Applied Science Research
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