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2022 23rd International Middle East Power Systems Conference (MEPCON)最新文献

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Technical and Economical Evaluation For Electrical Distribution Networks with DGs 带dg配电网的技术经济评价
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021689
Elham M. Tantawy, E. Badran, M. Abdel-Rahman
As the electrical demand is increased and the supply policies changed from “conventional” energy to “green” energy, the use of distributed generation (DG) in the distribution systems is increasing. The penetration of DG has many important benefits. PSCAD/EMTDC simulation package is considered for system assessment while varying the rating and position of DG in the system. Results obtained are discussed to understand the effect of distributed generation penetration on the voltage magnitudes in the radial distribution line. Voltage sags disturbances associated with power quality are caused by short circuits, starting machines, or energizing a transformer. The voltage sag mitigation methods and FACTS devices considering economic aspects are discussed. The paper illustrates the impact on feeder voltage profile that depends on the rating and position of DG in the network in normal and abnormal operating conditions.
随着电力需求的增加和供电政策由“传统”能源向“绿色”能源的转变,分布式发电在配电系统中的应用日益增加。DG的渗透有许多重要的好处。考虑PSCAD/EMTDC仿真包用于系统评估,同时改变DG在系统中的额定值和位置。对所得结果进行了讨论,以了解分布式电源侵彻对径向配电网电压值的影响。电压跌落与电能质量有关的干扰是由短路、启动机器或给变压器通电引起的。从经济角度讨论了电压暂降的缓解方法和FACTS装置。阐述了在正常和异常运行状态下,DG的额定值和在电网中的位置对馈线电压分布的影响。
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引用次数: 0
Global MPPT Controller for a Grid Tied PV System Under Partial Shading Conditions Using Salp Swarm Algorithm 基于Salp群算法的部分遮阳条件下并网光伏系统全局MPPT控制
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021693
Nourhan M. Elbehairy, Hazem H. Mostafa, R. Swief
This work presents a new population-based algorithm with fast convergence and high efficiency. This algorithm is the Salp Swarm Algorithm (SSA). SSA is used as a Global Maximum Power Point Tracking (GMPPT) for PV system that is tied to a grid under partial shading conditions. The algorithm is proposed to resolve the lack in efficiency and tracking speed, since the algorithm has less tuning parameters and fast convergence than other swarm algorithms. In addition, what makes it unique is that the best results is always stored so that it is not lost in the search space. A comparative analysis is done to validate the proposed technique with the famous Grey Wolf Optimization. The proposed algorithm is validated under different partial shading conditions. Also for more validation it is tested under a step change in irradiance. The results indicate the high tracking efficiency and robustness of the salp swarm algorithm GMPPT over other modern techniques along with the fast convergence time.
本文提出了一种新的基于种群的算法,收敛速度快,效率高。该算法被称为Salp Swarm algorithm (SSA)。SSA用于在部分遮阳条件下与电网相连的光伏系统的全球最大功率点跟踪(GMPPT)。该算法具有比其他群算法更少的调优参数和更快的收敛速度,因而在效率和跟踪速度方面存在不足。此外,它的独特之处在于始终存储最佳结果,以免在搜索空间中丢失。并与著名的灰狼优化算法进行了对比分析。在不同的部分遮光条件下对算法进行了验证。同样,为了进一步验证,它在辐照度的阶跃变化下进行了测试。结果表明,与其他现代算法相比,该算法具有较高的跟踪效率和鲁棒性,且收敛时间快。
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引用次数: 0
Intelligent Control Design and Management of AC-Microgrid System 交流微电网系统智能控制设计与管理
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021787
Hanan A. Mosalam, A. A. Abou El-Ela, R. Amer
This paper presents the arithmetic optimization algorithm (AOA) to optimized the controller for an AC Microgrid (AC-MG) system. This paper employs the suggested technique to tuned the parameters of the PI controller for the renewable generation units. The suggested system consists of a Wind Energy System (WES), a DC-DC boost converter with maximum power point tracking to draw the most power from the WES, an Energy Storage System (ESS), a DC-DC buck boost converter, a DC-AC inverter, an LC filter, an induction motor (IM) with a single phase and an AC load varies over the time. The controller parameters for this system are tuned using the AOA, which is implemented in the MATLB Simulink software. If AC-MG is standalone or connected to the grid, the results are contrasted with those attained via designing the control system by using Cuckoo Search (CS), Gray Wolf Optimizer (GWO), and Particle Swarm Optimization (PSO) approaches for various test scenarios. The results of the simulation show that the designed PI controller based AOA tuning for handling AC-MG control has a high level of efficiency and superiority because it consistently delivers reliable, stabilized performance in test studies.
本文提出了一种用于优化交流微电网(AC- mg)系统控制器的算法优化算法。本文采用该方法对可再生发电机组PI控制器的参数进行了整定。建议的系统包括一个风能系统(WES),一个具有最大功率点跟踪的DC-DC升压变换器,以从WES中获取最大功率,一个储能系统(ESS),一个DC-DC降压升压变换器,一个DC-AC逆变器,一个LC滤波器,一个单相感应电动机(IM)和一个随时间变化的交流负载。该系统的控制器参数采用AOA进行调优,并在matlab Simulink软件中实现。如果AC-MG是独立的或连接到电网,则将结果与使用布谷鸟搜索(CS),灰狼优化器(GWO)和粒子群优化(PSO)方法设计控制系统时获得的结果进行对比。仿真结果表明,所设计的基于AOA整定的PI控制器处理AC-MG控制具有较高的效率和优势,在测试研究中始终提供可靠、稳定的性能。
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引用次数: 0
Performance study of linear induction motor fed from perovskite solar cells based on GA MPPT 基于GA MPPT的钙钛矿太阳能电池线性感应电机性能研究
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021691
Mohamed I. Abdelwanis, A. Zaky, Mosaad M. Ali
This article describes the analysis and control of a variable mechanical load that uses a three-phase linear induction motor (TLIM) fed by perovskite solar cells. The TLIM dynamic models of the system under study have been developed. The direct thrust control (DTC) with a proportional-integral-and-derivative (PID) controller is used to control the speed of TLIM. To further manage the mechanical linear speed, magnetic flux, and mechanical thrust of the TLIM, the DTC control strategy is integrated into the space-vector modulation (SVM) three-phase inverter. For the DTC-SVM, the PID output is used as the reference thrust. The parameters of the PID controller are manually tuned in order to maintain the linear speed at the established preset values. In addition to the maximum power point tracking, MPPT from the perovskite solar cells is used based on the genetic algorithm GA. Extensive simulation results show that the proposed control method provides enhanced transient control performance with quick and accurate speed tracking.
本文描述了使用钙钛矿太阳能电池供电的三相线性感应电动机(lim)的可变机械负载的分析和控制。建立了所研究系统的动态模型。采用直接推力控制(DTC)和比例积分导数(PID)控制器对TLIM的速度进行控制。为了进一步控制TLIM的机械线速度、磁通和机械推力,将DTC控制策略集成到空间矢量调制(SVM)三相逆变器中。对于DTC-SVM, PID输出作为参考推力。PID控制器的参数是手动调整的,以保持线性速度在既定的预设值。除了最大功率点跟踪外,还采用基于遗传算法GA的钙钛矿太阳能电池的最大功率点跟踪。大量的仿真结果表明,该控制方法具有较好的暂态控制性能,且速度跟踪快速准确。
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引用次数: 0
A Hybrid Energy Storage System Based on Supercapacitor and Electric Vehicle Batteries for Frequency Stability Improvement of Islanded Microgrids 基于超级电容器和电动汽车电池的孤岛微电网频率稳定性改善混合储能系统
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021708
H. Ali
Modern power grids have been continuously integrating renewable energy sources (RESs) to create more sustainable, stable, and high-efficiency small-scale microgrids (MGs). Rotational inertia is greatly reduced in such grids compared to conventional grids that are dominated by synchronous generators (SGs). As a result, the system will encounter higher frequency variations and a greater frequency nadir, which may jeopardize the dynamic performance and thus raises the possibility of system instability. Various energy storage systems (ESSs) are introduced as effective solutions for augmenting the rotational inertia of low-inertia MGs. Therefore, in this study, a hybrid ESS (HESS) composed of a supercapacitor (SC) and electric vehicle (EV) battery is suggested to enhance the frequency stability of an islanded MG. In which, the SC is adopted to provide virtual inertial characteristics as it has a high-power density, and the EV's battery is adopted to provide virtual damping characteristics as it has a high-energy density, that results in improved virtual inertia (IVI) control concept. Through this way, the improvements of an islanded MG frequency stability can be achieved. In order to assess the improvement of both inertial and damping responses, the suggested IVI control concept is compared to the system with/without conventional virtual inertia support through simulation results. It verifies the superiority of the suggested IVI control concept to reduce MG frequency variation and dampen angular oscillation.
现代电网不断整合可再生能源,以创建更加可持续、稳定和高效的小型微电网。与以同步发电机为主的传统电网相比,这种电网的转动惯量大大减少。因此,系统会遇到较大的频率变化和较大的频率最低点,这可能会危及系统的动态性能,从而增加系统不稳定的可能性。介绍了各种储能系统(ess)作为增加低惯性mg旋转惯量的有效解决方案。因此,本研究提出了一种由超级电容器(SC)和电动汽车(EV)电池组成的混合ESS (HESS)来提高孤岛MG的频率稳定性。其中,采用高功率密度的SC提供虚拟惯性特性,采用高能量密度的EV电池提供虚拟阻尼特性,从而改进了虚拟惯性(IVI)控制概念。通过这种方法,可以实现孤岛MG频率稳定性的改善。为了评估惯性和阻尼响应的改善,通过仿真结果将建议的IVI控制概念与有/没有常规虚拟惯性支持的系统进行了比较。验证了所提出的IVI控制概念在减小MG频率变化和抑制角振荡方面的优越性。
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引用次数: 0
A Comparison of Model-Based and Machine Learning Techniques for Fault Diagnosis 基于模型和机器学习的故障诊断技术比较
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021712
Balyogi Mohan Dash, B. O. Bouamama, Mahdi Boukerdja, K. Pékpé
In recent years, there has been a lot of interest in Fault Detection and Isolation (FDI) for systems. Model-based methods and Machine Learning (ML)-based approaches have been extensively developed to detect and identify specific faults by taking into consideration, respectively, the mathematical description of the monitored process and the statistical model constructed from historical data. Recently, studies have been conducted to combine both approaches to improve FDI performance. This study provides a side-by-side comparison of both approaches on the same system, which will aid in determining the best way to combine both approaches to create a hybrid FDI. First, the current state of the art in model-based, ML-based, and hybrid FDI is reviewed. Second, the detailed experimental setup and principles of both FDI approaches are discussed. The FDI of an actual Storage Device (SD) utilized in a green hydrogen production platform is then performed using both methodologies. Finally, it is stated that while both approaches have advantages and disadvantages, they can be combined to complement each other and improve the FDI performance.
近年来,系统故障检测与隔离(FDI)受到了广泛关注。基于模型的方法和基于机器学习(ML)的方法已经得到了广泛的发展,分别通过考虑监测过程的数学描述和从历史数据构建的统计模型来检测和识别特定的故障。最近,一些研究将这两种方法结合起来,以改善外国直接投资绩效。本研究对同一制度下的两种方法进行了并排比较,这将有助于确定将两种方法结合起来创造混合型外国直接投资的最佳方式。首先,回顾了基于模型、基于机器学习和混合FDI的现状。其次,详细讨论了两种FDI方法的实验设置和原理。然后使用这两种方法对绿色制氢平台中使用的实际存储设备(SD)进行FDI。最后指出,虽然两种方法各有优缺点,但可以将它们结合起来,相互补充,提高FDI绩效。
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引用次数: 0
Application of STATCOM With Photovoltaic Systems STATCOM在光伏系统中的应用
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021718
T. Boghdady, Youssef M. Gad
Static Synchronous Compensators known as (STATCOMs) are often used in power system transmission networks as voltage regulators and VAR compensators. This research proposes the integration of STATCOMs in distribution networks, particularly in PV grid-connected systems that use distributed energy resources in order to minimize active and reactive power demand from the grid by delivering variable reactive power from an alternate supply that adjusts to the load demand. This decreases the dependence on the utility power supply and promotes the integration of STATCOMs with renewables. Complete case studies comparing the applications of STATCOM, a voltage source converter with a decoupled active and reactive power control algorithm, and a fixed reactive power compensating condenser for the purpose of dynamic VAR compensation to loads connected at the point of common coupling in a grid-connected photovoltaic (PV) system are presented. The goal of this study is to investigate how dynamic loads, such as induction motors, behave under steady-state conditions when the supply's reactive power demand rises, as well as how this demand variance affects the network that supplies these loads. Complete system modeling and analysis for both scenarios, the fixed reactive power compensator and the STATCOM, supplying various load demands, have been developed. The simulation is based on a 100-kW rated PV grid-connected system to simulate behavior and performance of such study. Adaptive Neuro Fuzzy Inference System with Particle Swarm Optimization was used to extract the maximum power point of the PV array proceeded by a sliding mode controller. MATLAB/ Simulink was developed for modelling and analysis. Various load dynamics with varying solar irradiance and increasing reactive power demand of the associated load were simulated to evaluate various challenges and disturbances on the power supply.
静态同步补偿器(STATCOMs)通常作为电压调节器和无功补偿器用于电力系统输电网中。本研究建议将STATCOMs集成到配电网中,特别是在使用分布式能源的光伏并网系统中,通过从可调整负载需求的备用电源中提供可变无功功率,以最大限度地减少电网的有功和无功需求。这减少了对公用事业电力供应的依赖,并促进了statcom与可再生能源的整合。本文给出了一个完整的案例研究,比较了在并网光伏(PV)系统中用于动态无功补偿的STATCOM、一种具有解耦有功和无功控制算法的电压源变换器和一种固定无功补偿电容器的应用。本研究的目的是研究动态负载(如感应电机)在稳态条件下,当电源的无功功率需求上升时的行为,以及这种需求变化如何影响供应这些负载的网络。针对固定无功补偿器和提供各种负载需求的STATCOM这两种情况,已经开发了完整的系统建模和分析。本仿真是基于一个100kw的额定光伏并网系统来模拟此类研究的行为和性能。采用粒子群优化自适应神经模糊推理系统,通过滑模控制器提取光伏阵列的最大功率点。开发了MATLAB/ Simulink进行建模和分析。模拟了太阳辐照度变化和相关负荷无功需求增加时的各种负荷动态,以评估对电源的各种挑战和干扰。
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引用次数: 0
Robust Control of Unified Power Quality Conditioner for LED Lighting Using Enhanced Bald Eagle Search Optimization 基于增强秃鹰搜索优化的LED照明统一电能质量调节器鲁棒控制
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021737
Sally E. Abdel Mohsen, A. Ibrahim, A. Omar
This article offers a Power Quality (PQ) strategy to reduce light intensity flickers, voltage enhancements, and harmonics mitigation of the grid current in extensive networks of LED lighting. The nonlinear properties of large-power LED bulbs present current harmonic contents. Installation of tens to hundreds of LED lamps in an extensive network of lights results in currents with significant harmonic content, which adversely damages the grid. Additionally, variations in light intensity are now a problem for many users, like safety and health. Heavy loads are the major causes of this phenomenon since they produce voltage swings, PQ degradation, and visible flickering in LED bulbs. A transformer-less unified power quality conditioner (TL-UPQC) with its controls is presented to address the majority of PQ issues in a network. The TL-UPQC comprises a dynamic voltage restorer (DVR) as a series compensator, which quickly maintains the load voltage when there is a voltage decrease, surge, or flickering in the network. And an active power filter (APF) acts as a shunt compensator that reduces harmonic currents and injects reactive currents. The gain values of the PI controller are obtained using an extended bald eagle search (EBES) optimizer. In addition, a comparative study of three optimizers, namely, moth flame (MFO), cuckoo search (CSA), and salp swarm algorithm (SSA), is presented to test the performance of the PI controller and fast dynamic response. MATLAB simulation has been employed to confirm the proposed TL-UPQC's effectiveness.
本文提供了一种电能质量(PQ)策略,以减少LED照明广泛网络中的光强闪烁、电压增强和电网电流的谐波缓解。大功率LED灯泡的非线性特性导致了电流谐波含量的增加。在广泛的照明网络中安装数十到数百盏LED灯会产生含有大量谐波内容的电流,从而对电网造成不利损害。此外,光线强度的变化现在对许多用户来说是一个问题,比如安全和健康。重载是造成这种现象的主要原因,因为它们会产生电压波动、PQ退化和LED灯泡中可见的闪烁。为了解决电网中大部分的电能质量问题,提出了一种无变压器统一电能质量调节器(TL-UPQC)及其控制器。TL-UPQC包括一个动态电压恢复器(DVR)作为串联补偿器,当网络中出现电压下降、浪涌或闪烁时,可以快速保持负载电压。有源电力滤波器(APF)作为并联补偿器,减少谐波电流并注入无功电流。利用扩展的白头鹰搜索(EBES)优化器获得PI控制器的增益值。此外,还对蛾焰(MFO)、杜鹃搜索(CSA)和salp swarm算法(SSA)三种优化算法进行了对比研究,以测试PI控制器的性能和快速动态响应。通过MATLAB仿真验证了TL-UPQC的有效性。
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引用次数: 0
Performance Enhancement of Hybrid Renewable Energy System for AC Microgrid 交流微电网混合可再生能源系统的性能提升
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021703
M. Selmy, H. A. AbdelHadi, A. Abdulnabi, E. Saied
The rapid increase in the depending on green energy sources to deliver power, especially to remote areas poses a challenging task for engineers to regulate and obtain the most power available from these sources. This study focuses on problems with power changes caused by the impacts of wind and/or solar variations that are related to weather conditions. Variable voltage and output power result from these effects because they limit the ability to use various power sources. Controller design and metaheuristic optimization methods such as the honey badger algorithm (HBA) and particle swarm optimization (PSO) are presented to overcome these issues. There have been investigations into the design and identification of the hybrid power microgrid system components. MATLAB/Simulink is used to simulate, control, and model the system. The obtained results show how optimized controllers using the HBA technique compared to PSO are more effective with efficiency reaching 99.9% of maximum power generation and total harmonic distortion (THD) reaching 1.99%.
人们对绿色能源的依赖迅速增加,尤其是在偏远地区,这给工程师们提出了一项具有挑战性的任务,即如何调节并从这些能源中获得最多的电力。本研究的重点是与天气条件有关的风和/或太阳变化的影响引起的功率变化问题。这些影响导致电压和输出功率的变化,因为它们限制了使用各种电源的能力。为了克服这些问题,提出了控制器设计和元启发式优化方法,如蜜獾算法(HBA)和粒子群优化(PSO)。人们对混合动力微电网系统组件的设计和识别进行了研究。利用MATLAB/Simulink对系统进行仿真、控制和建模。结果表明,与PSO相比,使用HBA技术优化的控制器效率更高,效率达到最大功率的99.9%,总谐波失真(THD)达到1.99%。
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引用次数: 0
Impact of Aging on Dielectric Properties of Oil-Paper Insulation System using Gas-to-Liquid Oil and Mineral Oil 老化对气液油和矿物油油纸绝缘系统介电性能的影响
Pub Date : 2022-12-13 DOI: 10.1109/MEPCON55441.2022.10021778
M. Emara, E. G. Atiya, D. Mansour
Lately, gas-to-liquid (GTL) oil usage has a great trend as cooling and dielectric medium in power transformers due to their good properties, represented by its purity, chemical uniformity, and better performance than conventional oils. By the way, the study of GTL oil effect in comparison to conventional mineral oil (MO) on the electrical properties of the insulation paper under thermal aging is presented in this paper. Thermal aging samples were obtained based on an accelerated thermal aging test in the laboratory, that simulates the thermal stress in the service. Two different aging durations (i.e., 3 and 6 days) are applied to the two different oil types. Pure oils and aged oil samples were tested for dielectric losses and dielectric constant for a range of frequencies from 20 Hz to 2 MHz. In addition, insulation papers were impregnated in the same samples to check their effect by thermal aging. The results indicated that aging has a lower impact on the properties of GTL oil and GTL oil-paper insulation under aging conditions compared to that of MO.
近年来,气液油因其纯度高、化学性质均匀、性能优于常规油等优点,在电力变压器中作为冷却介质和介电介质的应用有很大的发展趋势。同时,本文还研究了GTL油与常规矿物油(MO)在热老化条件下对绝缘纸电性能的影响。热老化样品是在实验室加速热老化试验的基础上获得的,模拟了服役中的热应力。两种不同的老化时间(即3天和6天)适用于两种不同的油类型。在20 Hz至2 MHz的频率范围内测试了纯油和老化油样品的介电损耗和介电常数。此外,还将绝缘纸浸渍在相同的样品中,通过热老化来检查其效果。结果表明,与MO相比,老化对GTL油和GTL油纸绝缘材料性能的影响较小。
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引用次数: 0
期刊
2022 23rd International Middle East Power Systems Conference (MEPCON)
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