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A Novel Droop-based Control Strategy for Improving the Performance of VSC-MTDC Systems in Post-Contingency Conditions 一种新的基于Droop的控制策略,用于改善VSC-MTDC系统在后应急条件下的性能
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2114
S. Alavi, R. Ghazi
One of the significant concerns in the MTDC systems is that voltage source converters (VSCs) do not hit their limits in the post-contingency conditions. Converters outage, DC line disconnection, and changeable output power of wind farms are the most common threats in these systems. Therefore, their destructive impact on neighboring AC systems should be minimized as much as possible. The fixed droop control is a better choice than others to deal with this, although it also has some limitations. Accordingly, a novel centralized droop-based control strategy considering N-1 contingency is proposed in this paper. It prevents converters from exceeding their limits while causes optimal power sharing and minimum DC link voltage deviation immediately, without secondary control layer. It also utilizes maximum wind power without curtailment. These properties improve the performance of the MTDC system in post-contingency conditions. The effectiveness of the proposed control method is validated by simulation of a 4-terminal VSC-MTDC system in MATLAB/Simulink R2016a.
MTDC系统的一个重要问题是电压源变换器(vsc)在事故发生后的条件下不能达到其极限。在这些系统中,变流器停运、直流线路断开和风电场输出功率变化是最常见的威胁。因此,它们对相邻交流系统的破坏性影响应尽可能降到最低。固定下垂控制是处理这种情况的更好选择,尽管它也有一些局限性。在此基础上,提出了一种考虑N-1偶然性的集中下垂控制策略。它可以防止变换器超过其极限,同时立即实现最佳功率共享和最小直流链路电压偏差,而无需二次控制层。它还最大限度地利用了风力发电。这些特性提高了MTDC系统在后事故条件下的性能。通过MATLAB/Simulink R2016a对四端VSC-MTDC系统进行仿真,验证了所提出控制方法的有效性。
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引用次数: 0
View-Invariant and Robust Gait Recognition Using Gait Energy Images of Leg Region and Masking Altered Sections 基于腿部区域步态能量图像和遮蔽改变截面的视觉不变鲁棒步态识别
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2140
A. Karizi, S. Razavi, Mehran Taghipour-Gorjikolaie
There are two serious issues regarding gait recognition. The first issue presents when the walking direction is unknown and the other one presents when the appearance of the user changes due to various reasons including carrying a bag or changing clothes. In this paper, a two-step view-invariant robust system is proposed to address these. In the first step, the walking direction is determined using five features of pixels of the leg region from gait energy image (GEI). In the second step, the GEI is decomposed into rectangular sections and the influence of changes in the appearance is confined to a small number of sections that could be eliminated by masking these sections. The system performs very well because the first step is computationally inexpensive and the second step preserves more useful information compared to other methods. In comparison with other methods, the proposed method shows better results.
步态识别存在两个严重的问题。第一个问题出现在行走方向未知的情况下,而另一个问题则出现在用户的外观由于包括携带包或换衣服在内的各种原因而改变的情况下。本文提出了一个两步视图不变鲁棒系统来解决这些问题。在第一步中,使用步态能量图像(GEI)中腿部区域像素的五个特征来确定行走方向。在第二步中,GEI被分解为矩形部分,并且外观变化的影响被限制在少数部分,这些部分可以通过屏蔽这些部分来消除。该系统执行得非常好,因为与其他方法相比,第一步计算成本低,第二步保留了更多有用的信息。与其他方法相比,该方法显示出更好的结果。
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引用次数: 0
Steady-State Analysis of Hybrid Synchronous Machine With Higher Reluctance to Excitation Power Ratio 高磁阻-励磁功率比混合同步电机的稳态分析
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2251
E. O. Agbachi, L. Anih, E. Obe
The paper presents the steady-state analysis of a new hybrid synchronous machine with a higher reluctance to excitation power ratio. The machine comprises a round rotor and a salient-pole machine elements that are mechanically coupled together and integrally wound. In each stator, there are two sets of identical poly-phase windings identifiable as the primary and secondary windings which are electrically isolated but magnetically coupled. The primary windings are connected in series between the two sections of the hybrid machine while the secondary windings are connected in anti-series and terminated across a balanced capacitor bank. The hybrid machine exhibits a special feature that when running at the synchronous speed, its effective XD/XQ ratio can be amplified and hence its output by the tuning of the variable capacitance bank which capacitive reactance XC neutralizes only the quadrature axis reactance XQ while the direct axis reactance XD remains unaffected. It is shown that at XD/XQ = 3, the reluctance component of the output power is 2.5 times the excitation power. The calculated and the measured results from the machine are in good conformity.
本文对一种新型高磁阻-励磁功率比混合同步电机进行了稳态分析。该机器包括圆转子和凸极机器元件,它们机械耦合在一起并整体缠绕。在每个定子中,有两组相同的多相绕组,可识别为初级和次级绕组,它们是电隔离的,但磁耦合的。初级绕组串联连接在混合电机的两个部分之间,而次级绕组反串联连接并跨平衡电容器组端接。混合动力电机具有一个特殊的特点,即当以同步速度运行时,其有效的XD/XQ比可以被放大,从而通过调整可变电容组来放大其输出,其中电容抗XC只中和交轴抗XQ,而直轴抗XD不受影响。结果表明,在XD/XQ = 3时,输出功率的磁阻分量为励磁功率的2.5倍。机器的计算结果与测量结果吻合良好。
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引用次数: 1
Hybrid k-means-PSO Technique for Transformer Insulation Moisture Determination in the Production Stage Based on Frequency Response Analysis 基于频率响应分析的混合k-均值-PSO技术在变压器生产阶段绝缘水分测定中的应用
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2072
M. Bigdeli
Moisture in the transformer insulation can shorten its life. There are many methods for detecting humidity in transformer paper insulation. One of the methods used in the factory to evaluate the drying process of transformer insulation and determine its humidity is the frequency response analysis method. In this paper, the desired experiments are performed on different transformers, and after obtaining the results of frequency response measurements, the required features are extracted from them. Then, using the kmeans method, these features are placed in three clusters (dry, wet, and excessively wet). The cost function of the k-means method is optimized using the particle swarm optimization (PSO) algorithm to get a better result. By applying new data from different transformers, the capability of the proposed method in determining the moisture content of the transformer is evaluated. The results obtained from the evaluation of the insulation condition of another group of transformers indicate the high accuracy of the proposed method.
变压器绝缘中的水分会缩短其使用寿命。检测变压器纸绝缘中湿度的方法有很多。工厂中用于评估变压器绝缘干燥过程并确定其湿度的方法之一是频率响应分析方法。在本文中,在不同的变压器上进行了所需的实验,在获得频率响应测量结果后,从中提取所需的特征。然后,使用kmeans方法,将这些特征分为三组(干、湿和过度湿)。使用粒子群优化算法对k均值方法的代价函数进行了优化,以获得更好的结果。通过应用来自不同变压器的新数据,评估了所提出的方法在确定变压器含水量方面的能力。对另一组变压器绝缘状况的评估结果表明,该方法具有较高的精度。
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引用次数: 3
Multiple Electricity Markets Competitiveness Undergoing Symmetric and Asymmetric Renewables Development Policies 对称与非对称可再生能源发展政策下的多重电力市场竞争力
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2014
Seyed Alireza Mozdawar, A. A. Foroud, Meysam Amirahmadi
This paper scrutinizes the impact of different renewable energy sources (RES) development policies on competitiveness within multiple electricity markets (MEMs). Also, the variation in market power indices by increasing the integration of the markets undergoing symmetric and asymmetric RES development policies is investigated. To do so, several stochastic mixed-integer non-linear programming objective functions are used in the agent-based simulation framework to model the power plants’ behavior and markets. The case study shows in the low RES penetrated markets, one can say the more integration level of the markets, the lower potential of exercising market power. The reciprocal judgment is true for a high RES penetrated market. Also, large asymmetry in RES development between markets within MEMs may bring about market power problem for a high RES penetrated market. Unlike the asymmetric RES development policies, adopting homogeneous policies in RES development within MEMs reduces the market power potential in all markets and this potential decreases with the increase in the integration of the markets.
本文仔细研究了不同可再生能源开发政策对多个电力市场竞争力的影响。此外,还研究了在对称和非对称可再生能源发展政策下,市场力量指数随着市场一体化程度的增加而变化。为此,在基于代理的仿真框架中使用了几个随机混合整数非线性规划目标函数来对发电厂的行为和市场进行建模。案例研究表明,在可再生能源渗透率较低的市场中,可以说市场的一体化程度越高,行使市场力量的潜力就越低。对于RES渗透率高的市场,这种相互判断是正确的。此外,MEM内市场之间可再生能源发展的巨大不对称可能会给可再生能源渗透率高的市场带来市场力量问题。与非对称的可再生能源开发政策不同,在MEM内采用同质的可再生能源发展政策会降低所有市场的市场力量潜力,并且这种潜力会随着市场一体化程度的提高而降低。
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引用次数: 1
Securing Reliability Constrained Technology Combination for Isolated Micro-Grid Using Multi-Agent Based Optimization 基于多Agent优化的隔离微电网可靠性约束技术组合
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2180
P. Paliwal
The determination of a suitable technology combination for an isolated microgrid (IMG) based on hybrid renewable energy resources (HRES) is a challenging task. The intermittent behavior of RES leads to an adverse impact on system reliability and thus complicates the planning process. This paper proposes a two-fold approach to provide a suitably designed HRES-IMG. Firstly, a reliability-constrained formulation based on load index of reliability (LIR) is developed with an objective to achieve a minimum levelized cost of energy (LCOE). Multi-state modeling of HRES-IMG is carried out based on hardware availability of generating units and uncertainties due to meteorological conditions. Modeling of battery storage units is realized using a multi-state probabilistic battery storage model. Secondly, an efficient optimization technique using a decentralized multi-agent-based approach is applied for obtaining high-quality solutions. The butterflyPSO is embodied in a multi-agent (MA) framework. The enhanced version, MA-BFPSO is used to determine optimum sizing and technology combinations. Three different technology combinations have been investigated. The combination complying with LIR criterion and least LCOE is chosen as the optimal technology mix. The optimization is carried out using classic PSO, BF-PSO, and, MA-BFPSO and obtained results are compared. Further, in order to add a dimension in system planning, the effect of uncertainty in load demand has also been analyzed. The study is conducted for an HRES-IMG situated in Jaisalmer, India. The technology combination comprising of solar, wind, and battery storage yields the least LCOE of 0.2051 $/kWh with a very low value of LIR (0.08%). A reduction in generator size by 53.8% and LCOE by 16.5% is obtained with MABFPSO in comparison with classic PSO. The results evidently demonstrate that MA-BFPSO offers better solutions as compared to PSO and BF-PSO.
为基于混合可再生能源(HRES)的孤立微电网(IMG)确定合适的技术组合是一项具有挑战性的任务。RES的间歇性行为会对系统可靠性产生不利影响,从而使规划过程复杂化。本文提出了一种双重方法来提供一个适当设计的HRES-IMG。首先,提出了一种基于负荷可靠性指数(LIR)的可靠性约束公式,旨在实现最低水平化能源成本(LCOE)。HRES-IMG的多状态建模是基于发电机组的硬件可用性和气象条件的不确定性进行的。使用多状态概率电池存储模型来实现电池存储单元的建模。其次,应用一种高效的优化技术,使用基于去中心化多代理的方法来获得高质量的解决方案。butterflyPSO体现在多智能体(MA)框架中。改进型MA-BFPSO用于确定最佳尺寸和技术组合。研究了三种不同的技术组合。选择符合LIR准则和最小LCOE的组合作为最佳技术组合。使用经典的PSO、BF-PSO和MA-BFPSO进行了优化,并对得到的结果进行了比较。此外,为了在系统规划中增加一个维度,还分析了负荷需求的不确定性的影响。这项研究是为位于印度斋沙默尔的HRES-IMG进行的。由太阳能、风能和电池存储组成的技术组合产生的LCOE最低,为0.2051美元/kWh,LIR值非常低(0.08%)。与经典PSO相比,MABFPSO可使发电机尺寸减少53.8%,LCOE减少16.5%。结果表明,与PSO和BF-PSO相比,MA-BFPSO提供了更好的解决方案。
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引用次数: 1
Dual Band-Notched Microstrip-Fed UWB Antenna for Wearable Medical Applications 用于可穿戴医疗应用的双带陷波微带馈电超宽带天线
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2062
F. Bahmanzadeh, F. Mohajeri
In this article, a very small flexible antenna with dual-band rejection specifications is proposed for operating in both wearable and ultra-wideband (UWB) applications. The overall size of this antenna is about 18×18×0.508 mm and by etching out two rectangular slot type single split-ring resonators (SRRs) of different dimensions from the radiating patch, dual band-notched specifications are obtained in WiMAX (3.3 GHz to 3.7 GHz) and WLAN (5.15 GHz to 5.825 GHz) wireless communication bands. The designed antenna operates over a wide impedance bandwidth (|S11| < –10 dB) from 2.1 GHz to 12 GHz which can cover the whole UWB band from 3.1 GHz to 10.6 GHz and reject the two mentioned bands. An asymmetrical partial ground plane and a beveled radiating patch are utilized to achieve 140% fractional bandwidth. Also, due to the good wearable radiation characteristics, this antenna can operate in industrial scientific medical (ISM) band from 2.4 GHz to 2.5 GHz. Meanwhile, the specific absorption ratio (SAR) value of the proposed antenna is less than the standard limit of 1.6 W/kg.
在本文中,提出了一种具有双频带抑制规范的非常小的柔性天线,用于可穿戴和超宽带(UWB)应用。该天线的总体尺寸约为18×18×0.508mm,通过从辐射贴片上刻蚀出两个不同尺寸的矩形槽型单开口环谐振器(SRR),在WiMAX(3.3 GHz至3.7 GHz)和WLAN(5.15 GHz至5.825 GHz)无线通信频带中获得了双频带陷波规范。设计的天线工作在2.1 GHz至12 GHz的宽阻抗带宽(|S11|<–10 dB)上,可以覆盖3.1 GHz至10.6 GHz的整个UWB频带,并拒绝上述两个频带。不对称的部分接地平面和倾斜的辐射贴片被用来实现140%的部分带宽。此外,由于具有良好的可穿戴辐射特性,该天线可以在2.4GHz至2.5GHz的工业科学医疗(ISM)波段工作。同时,所提出的天线的比吸收比(SAR)值小于1.6W/kg的标准限值。
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引用次数: 1
Fuzzy Grasshopper Optimization Algorithm: A Hybrid Technique for Tuning the Control Parameters of GOA Using Fuzzy System for Big Data Sonar Classification 模糊Grasshopper优化算法:一种基于大数据声纳分类模糊系统的GOA控制参数调整混合技术
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2131
A. Saffari, S. Zahiri, M. Khishe
In this paper, multilayer perceptron neural network (MLP-NN) training is used by the grasshopper optimization algorithm with the tuning of control parameters using a fuzzy system for the big data sonar classification problem. With proper tuning of these parameters, the two stages of exploration and exploitation are balanced, and the boundary between them is determined correctly. Therefore, the algorithm does not get stuck in the local optimization, and the degree of convergence increases. So the main aim is to get a set of real sonar data and then classify real sonar targets from unrealistic targets, including noise, clutter, and reverberation, using GOA-trained MLP-NN developed by the fuzzy system. To have accurate comparisons and prove the GOA performance developed with fuzzy logic (called FGOA), nine benchmark algorithms GOA, GA, PSO, GSA, GWO, BBO, PBIL, ES, ACO, and the standard backpropagation (BP) algorithm were used. The measured criteria are concurrency speed, ability to avoid local optimization, and accuracy. The results show that FGOA has the best performance for training datasets and generalized datasets with 96.43% and 92.03% accuracy, respectively.
本文采用模糊系统控制参数自整定的蝗虫优化算法,利用多层感知器神经网络(MLP-NN)训练大数据声纳分类问题。通过对这些参数的合理调整,平衡了勘探开发两个阶段,正确确定了勘探开发两个阶段的边界。因此,该算法不会陷入局部优化,收敛程度提高。因此,主要目的是获取一组真实的声纳数据,然后利用模糊系统开发的goa训练MLP-NN将真实的声纳目标与包括噪声、杂波和混响在内的非真实目标进行分类。为了准确比较和证明模糊逻辑开发的GOA性能(称为FGOA),使用了9种基准算法GOA, GA, PSO, GSA, GWO, BBO, PBIL, ES, ACO和标准反向传播(BP)算法。测量的标准是并发速度、避免局部优化的能力和准确性。结果表明,FGOA在训练数据集和广义数据集上的准确率分别为96.43%和92.03%,具有最佳的性能。
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引用次数: 14
Design and Analysis of an Iterative Carry Save Adder-based Power-Efficient Multiplier 基于迭代进位省加法器的高效乘法器设计与分析
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2238
T. Mendez, S. G. Nayak
The need for low-power VLSI chips is ignited by the enhanced market requirement for battery-powered end-user electronics, high-performance computing systems, and environmental concerns. The continuous advancement of the computational units found in applications such as digital signal processing, image processing, and highperformance CPUs has led to an indispensable demand for power-efficient, high-speed and compact multipliers. To address those low-power computational aspects with improved performance, an approach to design the multiplier using the algorithms of Vedic math is developed in this research. In the proposed work, the pre-computation technique is incorporated that aided in estimation of the carries during the partial product calculation stage; that enhanced the speed of the multiplier. This design was carried out using Cadence NCSIM 90 nm technology. The comparative analysis between the proposed multiplier design and the multipliers from the literature resulted in a substantial improvement in power dissipation as well as delay. The research was extended to assess the designed architectures’ performance statistically, applying the independent sample t-test hypothesis.
对低功耗超大规模集成电路芯片的需求是由对电池供电的最终用户电子产品、高性能计算系统和环境问题的日益增长的市场需求引发的。在数字信号处理、图像处理和高性能CPU等应用中发现的计算单元的不断进步导致了对功率高效、高速和紧凑乘法器的不可或缺的需求。为了解决这些低功耗计算和提高性能的问题,本研究开发了一种使用吠陀数学算法设计乘法器的方法。在所提出的工作中,引入了预计算技术,该技术有助于在部分乘积计算阶段估计进位;这提高了乘法器的速度。该设计是使用Cadence NCSIM 90nm技术进行的。所提出的乘法器设计与文献中的乘法器之间的比较分析导致了功耗和延迟的显著改善。应用独立样本t检验假设,将研究扩展到对设计架构的性能进行统计评估。
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引用次数: 0
Robust Operation Planning With Participation of Flexibility Resources Both on Generation and Demand Sides Under Uncertainty of Wind-based Generation Units 风电机组不确定性条件下发电和需求双方柔性资源参与的稳健运行规划
Q3 Energy Pub Date : 2022-03-10 DOI: 10.22068/IJEEE.18.1.2079
A. Mansoori, A. S. Fini, M. P. Moghaddam
In recent years, the increasing of non-dispatchable resources has posed severe challenges to the operation planning of power systems. Since these resources are random in nature, the issue of flexibility to cover their uncertainty and variability has become an important research topic. Therefore, having flexible resources to cover changes in the generation of these resources during their operation can play an essential role in eliminating node imbalances, system reliability, providing the required flexible ramping capacity, and reducing system operating costs. Among flexibility resources, there are quick-act generation units such as gas units that can play an important role in covering net load changes. Also, on the demand side, the optimal design of demand response programs as responsive resources to price and incentive signals, by modifying the system load factor can prevent severe ramps at net load, especially during peak load hours, and as a result, increase system flexibility while decreasing operational cost of the power system. In this paper, unlike the existing literature, the effect of the mentioned flexibility resources (both on the generation side and the demand side) in day-ahead operation planning under high penetration of wind generation units has been studied on the IEEE RTS 24-bus test system. Also, for this scheduling, a mixed-integer, two-stage, and tri-level adaptive robust optimization have been used, which is solved by column-and-constraint generation decomposition-based algorithm to clear the energy and ramping capacity reserve jointly.
近年来,不可调度资源的增加对电力系统的运行规划提出了严峻的挑战。由于这些资源本质上是随机的,因此覆盖其不确定性和可变性的灵活性问题已成为一个重要的研究课题。因此,拥有灵活的资源来弥补这些资源在运行期间产生的变化,可以在消除节点失衡、系统可靠性、提供所需的灵活爬坡能力和降低系统运行成本方面发挥重要作用。在灵活性资源中,有快速发电机组,如天然气机组,可以在覆盖净负荷变化方面发挥重要作用。此外,在需求方面,通过修改系统负载系数,将需求响应程序作为对价格和激励信号的响应资源进行优化设计,可以防止净负载的严重斜坡,尤其是在高峰负载时段,因此,在降低电力系统运行成本的同时,提高系统灵活性。在本文中,与现有文献不同的是,在IEEE RTS 24总线测试系统上研究了在风力发电机组高渗透情况下,上述灵活性资源(发电侧和需求侧)在日前运营规划中的影响。此外,对于该调度,使用了混合整数、两级和三级自适应鲁棒优化,通过基于列和约束生成分解的算法来解决,以联合清除能量和斜坡容量储备。
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引用次数: 0
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Iranian Journal of Electrical and Electronic Engineering
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