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2022 IEEE International Conference in Power Engineering Application (ICPEA)最新文献

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Two-stage Optimal Risk Management of Large Electricity Consumer Using Second-order Stochastic Dominance 基于二阶随机优势的大电力用户两阶段最优风险管理
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744665
Ramin Nourollahi, Saman Mazaheri-Khamaneh, B. Mohammadi-ivatloo, K. Zare, A. Anvari‐Moghaddam, Z. Abdul-Malek
Various energy consumers, such as large energy consumers (LEC), are targeted to procure the demanded energy from various power markets such as the pool market and different energy resources, including renewable energy resources (RES), and conventional energy resources optimize the traded energy. In this article, a novel decision-making framework is proposed to schedule the LEC. The proposed technique in this article is based on the second-order stochastic dominance (SSD) to investigate the uncertainty in the total operation cost of the LEC. It is assumed that the market price, pool price, electricity load, and the power output of renewable energy sources (RES), including PV and WT, are uncertain parameters. In the proposed SSD-constrained stochastic programming, demand response programming (DRP) is provided to decrease the operation cost of the LEC. A case study is used to illustrate the effectiveness and efficiency of the novel SSD approach. According to the simulation results, the operation cost of LEC is remarkably decreased from $62,960 to $59,550 in the risk-neutral case (without including risk factor) and SSD case (worst case) with considering DRP, respectively.
各种能源消费者,如大型能源消费者(LEC),有针对性地从各种电力市场(如池市场)和不同的能源(包括可再生能源(RES)和常规能源)中获取所需的能源,优化交易的能源。本文提出了一种新的LEC调度决策框架。本文提出了一种基于二阶随机优势(SSD)的方法来研究LEC总运行成本的不确定性。假设可再生能源(包括光伏和WT)的市场价格、池价、电力负荷和输出功率为不确定参数。在基于ssd约束的随机规划中,为了降低LEC的运行成本,引入了需求响应规划(DRP)。通过实例分析,说明了该方法的有效性和高效性。仿真结果表明,考虑DRP的风险中性情况(不考虑风险因素)和SSD情况(最坏情况)下,LEC的运行成本分别从62960美元和59550美元显著降低。
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引用次数: 0
CVaR-based Stochastic Energy Management of a Smart Home 基于cvar的智能家居随机能量管理
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744666
Alireza Akbari-Dibavar, K. Zare, B. Mohammadi-ivatloo, A. Anvari‐Moghaddam, Z. Abdul-Malek
Considering recent developments in photovoltaic (PV) systems, storage, and electrical vehicles, not unexpected that one day smart homes will also take part in energy markets directly. In this regard, the presented paper proposes a stochastic programming approach to manage the consumption of a smart home according to intermittent PV system production and uncertain energy prices to make the smart home available for taking part in the local day-ahead (DA) energy market. A battery storage system is integrated to make flexibility against price fluctuations. Furthermore, modeling of plug-in electric vehicles (PEV) is also provided, where the traveling pattern is modeled through scenarios. The goal is to maximize the daily profit of the smart home while the welfare of the inhabitants is satisfied by considering comfort constraints. In addition, the conditional value at risk (CVaR) risk index is considered to manage associated risk with gained profit. The obtained results show the effectiveness of the optimization framework, in which the expected daily profit of the homeowner can reach $1.72 per day in the risk-neutral condition.
考虑到光伏(PV)系统、存储和电动汽车的最新发展,总有一天智能家居也会直接参与能源市场,这并不令人意外。为此,本文提出了一种随机规划方法,根据光伏系统的间歇性生产和不确定的能源价格对智能家居的消费进行管理,使智能家居能够参与当地的日前能源市场。集成了电池存储系统,以灵活应对价格波动。此外,还对插电式电动汽车(PEV)进行了建模,通过场景对其行驶模式进行建模。目标是在考虑舒适约束的同时,实现智能家居的日常利润最大化,同时满足居民的福利。此外,考虑了条件风险值(CVaR)风险指数来管理与获得利润相关的风险。所得结果表明了优化框架的有效性,在风险中性条件下,房主的日预期利润可达1.72美元/天。
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引用次数: 1
Exploration of the Suitability of Gravity Energy Storage in Malaysian Grid Systems 马来西亚电网系统重力储能适宜性探讨
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744647
Laya M.A. Al-Hilfi, S. Morris, Wong Jianhui, B. Venkatesh, Chew Kuew Wai, Chua Kein Huat
A photovoltaic system is a part of the renewable energy family. The Photovoltaic system's operating principle is based on converting sun radiation directly into electricity and therefore it needs energy storage to accumulate the excess energy generated by the system to use in times of need. The most common energy storage type used in Malaysia is batteries (BESS), a short-term storage solution with many drawbacks such as a high yearly storage cost and negative environmental impact resulting from emitting carbon dioxide during operation and recycling stages. These disadvantages have inspired studying the benefits of a new energy storage technique proposed in the market, gravity energy storage system (GESS). The gravity energy storage has been discussed in the past couple of years as the perfect alternative to batteries with advantages of high-power capacity and low environmental impact. This study considers a small grid size energy generation system of less than 10 MW using a PV system and two types of energy storage, the BESS and GESS. The study also includes a comparison between BESS and GESS systems in terms of their power generation, storage capacity, carbon footprint, and usable capacity when connected to a built PV system. The outcome of the study shows that GESS has the potential to outweigh BESS making it a more suitable energy storage option for the PV system. The BES system results in a carbon dioxide footprint of 3199- 13710 g CO2-eq per battery with an operating cost much higher than that of the GESS system and a usable capacity lesser than the GESS system due to the depth of discharge (DoD) and round-trip efficiency. Nonetheless, the BESS has the advantage in terms of installation cost, as the GESS installation can cost up to 2.97 million MYR, while BESS costs 1.25 million MYR for a similar system.
光伏系统是可再生能源家族的一部分。光伏系统的工作原理是将太阳辐射直接转化为电能,因此需要储能来积累系统产生的多余能量,以便在需要的时候使用。在马来西亚使用的最常见的能源存储类型是电池(BESS),这是一种短期存储解决方案,有许多缺点,如每年的存储成本高,以及在运行和回收阶段排放二氧化碳对环境造成的负面影响。这些缺点激发了对市场上提出的一种新的储能技术——重力储能系统(GESS)的研究。重力储能作为一种具有高功率容量和低环境影响的电池的完美替代品,在过去的几年里得到了广泛的讨论。本研究考虑了一个小于10兆瓦的小型电网发电系统,使用光伏系统和两种类型的储能系统,BESS和GESS。该研究还包括BESS和GESS系统在发电、存储容量、碳足迹和连接到已建成的光伏系统时的可用容量方面的比较。研究结果表明,GESS有潜力超过BESS,使其成为光伏系统更合适的储能选择。BES系统每个电池的二氧化碳排放量为3199- 13710 g二氧化碳当量,其运行成本远高于GESS系统,由于放电深度(DoD)和往返效率的原因,其可用容量小于GESS系统。尽管如此,BESS在安装成本方面具有优势,因为GESS的安装成本高达297万令吉,而BESS的安装成本为125万令吉。
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引用次数: 0
An Investigation on Recuperation of Regenerative Braking Energy in DC Railway Electrification System 直流铁路电气化系统制动再生能量的回收研究
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744671
Dick Sang Hoo, K. Chua, L. Hau, K. Y. Chong, Y. Lim, X. R. Chua, Li Wang
Electrified rails with the recuperation of regenerative braking energy offer a higher energy efficiency, lower carbon footprint, and lower operation and maintenance costs as compared to that of the system without recuperation of regenerative braking energy. However, due to some technical constraints, sometimes the regenerative braking energy needs to be dissipated via resistor banks to ensure system stability. This paper aims to investigate the amount of regenerative braking energy that can be recovered under various train operating conditions such as difference station distance, train speed, track elevation, and loading conditions. A rail power supply and distribution system for Malaysia's MRT Line 2 is modeled using ETAP - eTraX software. The dynamic behavior of the trains has been included in the simulation model to improve the accuracy of the study. The operating conditions with the highest amount of regenerative braking energy have been identified in this study.
与没有再生制动能量回收的系统相比,具有再生制动能量回收的电气化轨道提供更高的能源效率,更低的碳足迹,以及更低的运行和维护成本。然而,由于一些技术限制,有时需要通过电阻组耗散再生制动能量,以确保系统的稳定性。本文旨在研究在不同的车站距离、列车速度、轨道高程和负载条件下,列车可回收的再生制动能量的大小。使用ETAP - eTraX软件对马来西亚MRT 2号线的铁路供电和配电系统进行了建模。为了提高研究的准确性,在仿真模型中加入了列车的动力行为。在本研究中,确定了制动再生能量最高的工况。
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引用次数: 0
Performance of Series Active Power Filter (SAPF) Using ANN Controller for Eliminate Disturbance of Voltage Sag 基于神经网络控制器的串联有源电力滤波器(SAPF)消除电压暂降干扰性能研究
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744700
M. A. T. Mat Yusoh, A. F. Abidin, Faris Sutan Abd Latif Hamidi, Mohd Anuar Mohammed Ayub, M. Y. Mat Zain, Norziana Aminudin
The goal of this study is to use the Series Active Power Filter (SAPF) to mitigate voltage issues on the three-phase system in terms of voltage sag. The design and modeling of a three-phase SAPF for voltage compensation of non-linear loads are presented in this study. Simulations in MATLAB/Simulink are used to verify the performance of SAPF design using ANN controller and compared to the conventional PI controller. The concept of this technique is by inserting SAPF between the source and nonlinear load. Then, if the system has problem with voltage sag, the injection of harmonic voltages (vf) across the coupling transformer into voltage load in order to maintain the voltage load in normal condition. To maintain a clean sinusoidal voltage waveform across the nonlinear load, the injected harmonic voltages are added/subtracted to/from the source voltage. In this case, the ANN controller based on the back-propagation technique is applied to tune the appropriate parameters of controller during voltage sag issue. The result shows ANN controller is better than PI controller in term of percentage error of voltage sag and total harmonic distortion (THD).
本研究的目的是使用串联有源电力滤波器(SAPF)来缓解三相系统中电压凹陷的电压问题。本文介绍了一种用于非线性负载电压补偿的三相SAPF的设计和建模。通过MATLAB/Simulink仿真验证了采用人工神经网络控制器设计的SAPF的性能,并与传统PI控制器进行了比较。该技术的概念是通过在源和非线性负载之间插入SAPF。然后,如果系统出现电压暂降问题,则通过耦合变压器向电压负载注入谐波电压(vf),以维持电压负载处于正常状态。为了在非线性负载上保持一个干净的正弦电压波形,注入的谐波电压被加/减到源电压上。在这种情况下,采用基于反向传播技术的人工神经网络控制器在电压暂降时调整控制器的适当参数。结果表明,在电压暂降百分比误差和总谐波失真(THD)方面,人工神经网络控制器优于PI控制器。
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引用次数: 0
A Model of System Protection in IEEE 14-bus Power Grid IEEE 14总线电网系统保护模型
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744697
Sean Monemi, Travon Dent, Antonio Nunez
As the possibility for power system interruption increases, whether from fault or cyberattack, research into methods for maintaining the stability of power systems has become imperative for utility companies and their consumers. This paper contributes to that research by exploring the implementation of protection relays in a model of IEEE 14-Bus power grid system using a Real Time Digital Simulator (RTDS). The IEEE 14-Bus power grid will be built and tested using SEL-311L power protection relays. Different scenarios are studied during our testing procedure and all the simulation will be done in real time using the RTDS system.
随着电力系统中断的可能性增加,无论是故障还是网络攻击,研究维持电力系统稳定的方法已经成为公用事业公司及其用户的当务之急。本文通过使用实时数字模拟器(RTDS)探索在IEEE 14总线电网系统模型中实现保护继电器,为这一研究做出贡献。IEEE 14总线电网将使用SEL-311L电源保护继电器进行构建和测试。在我们的测试过程中研究了不同的场景,所有的模拟都将使用RTDS系统实时完成。
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引用次数: 2
Optimal Energy Storage Placement and Sizing in Distribution System 配电系统中最优储能布局与规模
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744639
Sophea Elmmydya Damian, L. A. Wong
A method to obtain the optimal placement and sizing of battery energy storage system (BESS) to reduce the voltage fluctuation and total active power losses in the distribution system was suggested in this paper. Harris' Hawks Optimization (HHO) algorithm was used to perform the optimization process. Three different cases with different objective functions were involved in determining BESS optimal placement and sizing. The effects of installing different number of BESS in the distribution system for the purposes of voltage regulation and power losses reduction were investigated in this work. The efficiency of the HHO has been verified by comparing it with the Whale Optimization Algorithm (WOA). The results showed that HHO has excellent results in terms of achieving BESS’ optimal placement and size for all cases. When BESS are placed at multiple buses, preferable results can be obtained.
提出了一种以减小配电网电压波动和总有功损耗为目的的蓄电池储能系统最优布局和尺寸确定方法。采用Harris’Hawks Optimization (HHO)算法进行优化。确定BESS的最佳位置和尺寸涉及三种不同的情况,目标函数不同。本文研究了在配电网中安装不同数量的BESS对电压调节和降低功率损耗的影响。通过与鲸鱼优化算法(Whale Optimization Algorithm, WOA)的比较,验证了该算法的有效性。结果表明,在所有情况下,HHO在实现BESS的最佳放置和尺寸方面都有很好的效果。当BESS放置在多个总线上时,可以获得较好的效果。
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引用次数: 2
Simulation of AC/ AC Converter using Single Phase Matrix Converter for Wave Energy Converter 基于单相矩阵变换器的波能变换器的AC/ AC变换器仿真
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744651
Jariyani Burhanudin, A. S. Abu Hasim, A. M. Ishak, Syed Mohd Fairuz, S. Dardin, A. A. Azid, J. Burhanudin
Matrix converter applications in the power electronics field eliminate the common practice of reactive power storage in the system. Due to its universal converter applicability, the Single Phase Matrix Converter (SPMC) is among the most widely used matrix converter configurations. Operating as a universal converter means that the SPMC can be used as a frequency changer, an inverter, a rectifier, and a chopper. The SPMC topology consists of four bidirectional switches that allow reverse blocking and bidirectional current flow. This paper presents the implementation of SPMC as an AC/AC converter with passive load conditions. The output of SPMC is synthesized using the Sinusoidal Pulse Width Modulation (SPWM) technique to calculate the switch duty ratio. The modelling and simulation of SPMC are carried out using MATLAB/Simulink software, and the results are discussed. Further testing was conducted with the input generated from a point absorber wave energy converter simulated in ANSYS to validate the ability of the SPMC as an AC/AC converter model.
矩阵变换器在电力电子领域的应用消除了系统中无功存储的普遍做法。由于其变换器的通用适用性,单相矩阵变换器(SPMC)是应用最广泛的矩阵变换器配置之一。作为通用转换器的操作意味着SPMC可以用作变频器,逆变器,整流器和斩波器。SPMC拓扑结构由四个双向开关组成,允许反向阻塞和双向电流流动。本文介绍了SPMC作为无源负载条件下的AC/AC变换器的实现。SPMC的输出采用正弦脉宽调制(SPWM)技术合成,计算开关占空比。利用MATLAB/Simulink软件对SPMC进行了建模和仿真,并对仿真结果进行了讨论。为了验证SPMC作为AC/AC变换器模型的能力,在ANSYS中模拟了一个点吸收波能量转换器产生的输入。
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引用次数: 2
The Influence of the Partial Discharge Physical Processes Parameter on Partial Discharge Magnitude of Spherical Cavity 局部放电物理过程参数对球形腔局部放电强度的影响
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744661
M. H. Roslan, N. Azis, J. Jasni, M. A. Ab. Kadir, M. Yousof
This paper presents partial discharge (PD) modeling within a spherical cavity in solid insulation through the Finite Element Method (FEM) by using Ansys Maxwell. The model consists of an insulation material of 2 mm thickness and 5 mm radius which contain a spherical cavity with a diameter of 1.4 mm at the center. The model was used to study the influence of the PD physical processes parameter which are the PD inception field, PD extinction field, and statistical time lag due to electron generation rate on PD magnitude in terms of the PD's first discharge. The PD inception field was varied while other parameters are fixed to identify the influence on PD magnitude. The same method was implied on the PD extinction field and statistical time lag. Based on the results, the PD magnitude of the first discharge depends on the PD inception field and statistical time lag but it is slightly less dependent on the PD extinction voltage unless its value is higher than 1 kV/mm.
本文利用Ansys Maxwell软件,采用有限元法对固体绝热材料球形腔内局部放电进行了数值模拟。该模型由厚度为2mm,半径为5mm的绝缘材料组成,其中心包含一个直径为1.4 mm的球形空腔。利用该模型研究了放电初始场、消光场、电子产生率统计滞后等物理过程参数对放电首次放电时放电幅度的影响。在固定其他参数的情况下,改变PD起始场,确定对PD震级的影响。在PD消光场和统计时滞上也采用了同样的方法。结果表明,第一次放电的放电强度与放电起始场和统计滞后有关,但与放电消光电压的关系较小,除非消光电压高于1 kV/mm。
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引用次数: 0
Lightning Observation around Tall Structures in Kuala Lumpur, Malaysia 马来西亚吉隆坡高层建筑周围的闪电观测
Pub Date : 2022-03-07 DOI: 10.1109/ICPEA53519.2022.9744646
Azin Taufik, D. Johari, M.S. Azaman, F. A. Haris, M. P. Yahaya, N. Abdullah, N. Hatta, Z. A. Baharudin, M. Ismail
This paper presents lightning observation around tall structures in Kuala Lumpur. As one of the fastest growing cities in the Southeast Asia, the growth in the number of skyscrapers may influence lightning activity in the area since tall structures are known to initiate lightning. This study aims to investigate lightning events around tall structures in Kuala Lumpur by analyzing data recorded by the lightning location system (LLS). In the study, the behaviour of the ground flashes were investigated and hotspots that coincided with tall structures in the area were identified. LLS data for the year 2020 were obtained from TNB Research (TNBR) and a total of 112,946 data were analyzed. Detailed investigation within 30 km radius from Kuala Lumpur showed that most of the lightning events consisted of negative flashes (92.4%) while positive flashes only contributed 7.6%. Despite the small percentage, positive flashes produced higher geometric mean and median peak current values of 30.8 kA and 31 kA, respectively. Negative flashes, on the other hand, produced lower geometric mean and median values of 23.7 kA and 23 kA, respectively. From our dataset, the highest peak current was recorded by a negative return stroke with a value of 302 kA while a positive return stroke recorded a value of 169 kA. A heatmap generated using QGis showed that indeed there were high lightning activities around the tall structures in Kuala Lumpur. The trend of the peak currents was also seen to be increasing with structure height. The increase in the number of lightning strokes around taller structures suggests their influence on the activity of lightning around the surrounding area. Due to this, proper consideration has to be taken when designing lightning protection systems for structures with greater heights.
本文介绍了吉隆坡高层建筑周围的闪电观测。作为东南亚发展最快的城市之一,摩天大楼数量的增长可能会影响该地区的闪电活动,因为众所周知,高层建筑会引发闪电。本研究旨在通过分析闪电定位系统(LLS)记录的数据来调查吉隆坡高层建筑周围的闪电事件。在这项研究中,研究人员调查了地面闪光的行为,并确定了该地区与高层建筑相吻合的热点。2020年的LLS数据来自TNB Research (TNBR),共分析了112,946份数据。在距吉隆坡30公里半径范围内的详细调查显示,大多数闪电事件由负闪组成(92.4%),而正闪仅占7.6%。尽管比例很小,但正闪产生的几何平均和中位数峰值电流分别为30.8 kA和31 kA。另一方面,负闪产生较低的几何平均值和中位数,分别为23.7 kA和23 kA。从我们的数据集来看,最高峰值电流是由负回程记录的,其值为302 kA,而正回程记录的值为169 kA。使用QGis生成的热图显示,吉隆坡的高层建筑周围确实有高闪电活动。峰值电流的变化趋势也随结构高度的增加而增加。高层建筑周围雷击次数的增加表明它们对周围地区闪电活动的影响。因此,在设计较高高度结构的防雷系统时,必须适当考虑。
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引用次数: 3
期刊
2022 IEEE International Conference in Power Engineering Application (ICPEA)
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