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Two-Stage Islanding Detection Method via High Frequency Impedance and Harmonic Distortion Evaluation in Multi-DG Networks 基于高频阻抗和谐波失真评估的两级孤岛检测方法
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1945
M. Mohiti, S. Sabzevari, P. Siano
Islanding detection is essential for reliable and safe operation of systems with distributed generations (DG). In systems with multiple DGs, the interaction between DGs can make the islanding detection process more challenging. To address this concern, this paper proposes a two-stage islanding detection method for power systems equipped with multiple-DGs through estimation of high frequency impedance (Zf) and determination of the total harmonic distortion (THD). The impedances of the DGs are estimated at distinct frequencies to avoid interval overlaps. The concept of different frequency bands makes the proposed method applicable to multiple DG systems. To evaluate the effectiveness of the proposed method, a test system with multiple DGs is simulated through several case studies in PSCAD/EMTDC. The simulation results demonstrate the accuracy of the proposed islanding detection method in both single and multi-DG systems. It is also shown that the proposed method remains robust under different operating conditions and events.
孤岛检测对于分布式发电系统的可靠和安全运行至关重要。在具有多个DG的系统中,DG之间的相互作用会使孤岛检测过程更具挑战性。为了解决这一问题,本文通过估计高频阻抗(Zf)和确定总谐波失真(THD),提出了一种针对配备多个DG的电力系统的两阶段孤岛检测方法。DG的阻抗是在不同的频率下估计的,以避免间隔重叠。不同频带的概念使得所提出的方法适用于多个DG系统。为了评估所提出方法的有效性,通过PSCAD/EMTDC中的几个案例研究,模拟了具有多个DG的测试系统。仿真结果证明了所提出的孤岛检测方法在单DG和多DG系统中的准确性。研究还表明,所提出的方法在不同的操作条件和事件下保持稳健。
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引用次数: 2
An Improved Magnetic Equivalent Circuit Model for Electromagnetic Modeling of Electric Machines 一种改进的电机电磁建模磁等效电路模型
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1965
F. Rezaee‐Alam, B. Rezaeealam, S. M. Moosavi
Poor modeling of air-gap is the main defect of conventional magnetic equivalent circuit (CMEC) model for performance analysis of electric machines. This paper presents an improved magnetic equivalent circuit (IMEC) which considers all components of air-gap permeance such as the mutual permeances between stator and rotor teeth, and the leakage permeances between adjacent stator teeth and adjacent rotor teeth in the air-gap. Since the conformal mapping (CM) method can accurately take into account the air-gap region, IMEC gets help from the CM method for calculating the air-gap permeance components. Therefore, the obtained model is a hybrid analytical model, which can accurately take into account the magnetic saturation in iron parts by using the CMEC, and the real paths of fringing flux, leakage flux, and the main flux in the air-gap by using the CM method. For a typical wound rotor induction motor, the accuracy of the results obtained by IMEC is verified by comparing them with the corresponding results determined through CMEC, improved conformal mapping (ICM), finite element method (FEM), and the experiment results.
气隙建模不良是传统电机性能分析磁等效电路模型的主要缺陷。本文提出了一种改进的磁等效电路(IMEC),它考虑了气隙磁导的所有分量,如定子和转子齿之间的相互磁导,以及气隙中相邻定子齿和相邻转子齿间的泄漏磁导。由于共形映射(CM)方法可以准确地考虑气隙区域,IMEC在计算气隙磁导率分量时得到了CM方法的帮助。因此,所获得的模型是一个混合分析模型,它可以通过使用CMEC精确地考虑铁零件中的磁饱和,以及通过使用CM方法精确地考虑气隙中的边缘磁通、漏磁通和主磁通的真实路径。对于一个典型的绕线转子感应电机,通过与CMEC、改进的保角映射、有限元法和实验结果的比较,验证了IMEC计算结果的准确性。
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引用次数: 0
State Estimation in Electric Power Systems Based on Adaptive Neuro-Fuzzy System Considering Load Uncertainty and False Data 考虑负荷不确定性和虚假数据的自适应神经模糊电力系统状态估计
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1722
M. A. Jirdehi, V. Sohrabi-Tabar
Control center of modern power system utilizes state estimation as an important function. In such structures, voltage phasor of buses is known as state variables that should be determined during operation. To specify the optimal operation of all components, an accurate estimation is required. Hence, various mathematical and heuristic methods can be applied for the mentioned goal. In this paper, an advanced power system state estimator is presented based on the adaptive neuro-fuzzy interface system. Indeed, this estimator uses advantages of both artificial neural networks and fuzzy method simultaneously. To analyze the operation of estimator, various scenarios are proposed including impact of load uncertainty and probability of false data injection as the important issues in the electrical energy networks. In this regard, the capability of false data detection and correction are also evaluated. Moreover, the operation of presented estimator is compared with artificial neural networks and weighted least square estimators. The results show that the adaptive neurofuzzy estimator overcomes the main drawbacks of the conventional methods such as accuracy and complexity as well as it is able to detect and correct the false data more precisely. Simulations are carried out on IEEE 14-bus and 30-bus test systems to demonstrate the effectiveness of the approach.
现代电力系统的控制中心将状态估计作为一项重要功能。在这种结构中,母线的电压相量被称为状态变量,应在运行过程中确定。为了指定所有组件的最佳操作,需要进行准确的估计。因此,各种数学和启发式方法可以应用于上述目标。本文提出了一种基于自适应神经模糊接口系统的先进电力系统状态估计器。事实上,该估计器同时利用了人工神经网络和模糊方法的优点。为了分析估计器的操作,提出了各种场景,包括负载不确定性的影响和虚假数据注入的概率,这是电能网络中的重要问题。在这方面,还评估了错误数据检测和校正的能力。此外,将所提出的估计量的运算与人工神经网络和加权最小二乘估计量进行了比较。结果表明,自适应神经模糊估计器克服了传统方法的准确性和复杂性等主要缺点,能够更准确地检测和校正虚假数据。在IEEE 14总线和30总线测试系统上进行了仿真,验证了该方法的有效性。
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引用次数: 2
Role of Astrocyte in Desynchronization Analogue Neural Network 星形胶质细胞在去同步模拟神经网络中的作用
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1626
Z. Najafniya, G. Karimi, M. Ranjbar
Neural synchronization is considered as a key role in several neurological diseases, such as Parkinson’s and Epilepsy’s disease. During these diseases, there is increased synchronization of massive numbers of neurons. In addition, evidences show that astrocytes modulate the synaptic interactions of the neuronal population. The Astrocyte is an important part of a neural network that can be involved in the desynchronization of the neuronal population. In this paper, we design a new analog neuromorphic circuit to implement the effect of astrocyte in the desynchronization of neural networks. The simulation results demonstrate that the astrocyte circuit as a feedback path can be desynchronized to a synchronized neural population. In this circuit, as a first step, the population of twenty neurons is synchronized with the same input currents. Next, by involving an astrocyte feedback circuit, the synchronization of the neural network is disturbed. Then, the neuronal population will be desynchronized. The proposed circuit is designed and simulated using HSPICE simulator in 0.35 μm standard CMOS technology.
神经同步被认为是几种神经疾病的关键作用,如帕金森病和癫痫病。在这些疾病期间,大量神经元的同步性增强。此外,有证据表明星形胶质细胞调节神经元群体的突触相互作用。星形胶质细胞是神经网络的重要组成部分,可以参与神经元群体的去同步。在本文中,我们设计了一种新的模拟神经形态电路,以实现星形胶质细胞在神经网络去同步中的作用。仿真结果表明,星形胶质细胞电路作为反馈路径可以去同步到同步的神经群体。在这个电路中,作为第一步,二十个神经元的群体与相同的输入电流同步。接下来,通过涉及星形胶质细胞反馈电路,神经网络的同步受到干扰。然后,神经元群体将被去同步。所提出的电路是在0.35μm标准CMOS技术中使用HSPICE模拟器进行设计和仿真的。
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引用次数: 0
Grid Interconnection of Solar and Battery System Using an Asymmetrical T-Type Multilevel Inverter to improve Conversion Efficiency with Reduced THD 利用非对称T型多电平逆变器实现太阳能和电池系统的并网以降低THD提高转换效率
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1857
S. Gudey, S. Andavarapu
A three-phase dual-port T-type asymmetrical multilevel inverter (ASMLI) using two sources, solar forming the high voltage level and the battery forming the low voltage level, is considered for grid interconnection. A vertical shifted SPWM is used for the ASMLI circuit. A transformerless system for grid interconnection is achieved for a 100-kW power range. A well-designed boost converter and a Buck/Boost converter is used on the front side of the inverter. Design of battery charge controller and its controlling logic are done and its SOC is found to be efficient during charging and discharging conditions. A closed-loop control using PQ theory is implemented for obtaining power balance at 0.7 modulation index. The THD of the current harmonics in the system is observed to be 0.01% and voltage harmonics is 0.029% which are well within the permissible limits of IEEE-519 standard. The power balance is found to be good between the inverter, load, and the grid during load disconnection for a period of 0.15s. A comparison of THD’s, voltage, current stresses on the switches, and conduction losses is also presented for a single-phase system with respect to a two-level inverter which shows improved efficiency and low THD. Hence this system can be proposed for use in grid interconnection with renewable energy sources.
本文研究了一种三相双端口t型非对称多电平逆变器(ASMLI),该逆变器采用两种电源,太阳能形成高压电平,电池形成低压电平。ASMLI电路采用了垂直移位的SPWM。实现了100千瓦功率范围的无变压器并网系统。设计良好的升压变换器和Buck/ boost变换器用于逆变器的前端。对电池充电控制器及其控制逻辑进行了设计,在充放电条件下,其SOC是高效的。采用PQ理论实现了0.7调制指数下的功率平衡闭环控制。观察到系统中电流谐波的THD为0.01%,电压谐波的THD为0.029%,完全在IEEE-519标准的允许范围内。在0.15s的断载时间内,逆变器、负载和电网之间的功率平衡良好。本文还比较了单相系统的THD、开关上的电压、电流应力和导通损耗,并与双电平逆变器进行了比较,前者效率更高,THD更低。因此,该系统可用于可再生能源并网。
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引用次数: 1
Low Power True Random Number Generator through Ring Oscillator for IoT and Smart Card Applications 低功耗真随机数发生器通过环振荡器物联网和智能卡应用
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1914
G. Morankar
Tremendous developments in integrated circuit technology, wireless communication systems, and personal assistant devices have fuelled growth of Internet of Things (IoT) applications and smart cards. The security of these devices completely depends upon the generation of random and unpredictable digital data streams through random number generator. Low quality, low throughput, and high processing time are observed in software-based pseudo-random number generator due to interrelated data or programs and serial execution of codes respectively. In this paper, FPGA implementation of low power true random number generator through ring oscillator for IoT applications and smart cards is presented. Ring oscillators based on higher jitter and sampling techniques were exploited to present true random number generator. Further statistical parameters of the generated data streams are enhanced through feedback mechanism and post-processing technique. The presented true random number generator technique does not depend on the characteristics of a particular FPGA. The presented technique consumes low power, requires low hardware footprints and passes the entire National Institute of Standards & Technology (NIST) 800-22 statistical test suite. The presented low power and area true random number generator with enhanced security through post-processing unit may be applied for encryption/decryption of data in IoT and smart cards.
集成电路技术、无线通信系统和个人助理设备的巨大发展推动了物联网(IoT)应用和智能卡的增长。这些设备的安全性完全依赖于通过随机数生成器生成随机和不可预测的数字数据流。基于软件的伪随机数生成器由于数据或程序的相互关联和代码的串行执行,存在质量低、吞吐量低和处理时间长的问题。本文介绍了一种基于环形振荡器的低功耗真随机数发生器的FPGA实现方法,用于物联网应用和智能卡。利用基于高抖动和采样技术的环形振荡器实现了真随机数发生器。通过反馈机制和后处理技术,进一步增强了生成数据流的统计参数。提出的真随机数发生器技术不依赖于特定FPGA的特性。该技术功耗低,硬件占用率低,并通过了美国国家标准与技术研究院(NIST) 800-22统计测试套件。本文提出的低功耗和面积真随机数发生器通过后处理单元增强了安全性,可用于物联网和智能卡中的数据加解密。
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引用次数: 0
Small-Signal Stability Constrained Model for Generation Development Program Considering Wide-Area Stabilizer 考虑广域稳定器的发电发展规划小信号稳定约束模型
Q3 Energy Pub Date : 2021-09-10 DOI: 10.22068/IJEEE.17.3.1768
H. Shayeghi, Y. Hashemi
The main idea of this paper is proposing a model to develop generation units considering power system stability enhancement. The proposed model consists of two parts. In the first part, the indexes of generation expansion planning are ensured. Also, smallsignal stability indexes are processed in the second part of the model. Stability necessities of power network are supplied by applying a set of robustness and performance criteria of damping. Two parts of the model are formulated as two-objective function optimization that is solved by adaptive non-dominated sorting genetic method-III (ANSGM-III). For better decision-making of the final solution of generation units, a set of Pareto-points have been extracted by ANSGM-III. To select an optimal solution among Pareto-set, an analytical hierarchy style is employed. Two objective functions are compared and suitable weights are allocated. Numerical studies are carried out on two test systems, 68-bus and 118-bus power network. The values of generation expansion planning cost and system stability index have been studied in different cases and three different scenarios. Studies show that, for example, in the 68-bus system for the case of system load growth of 5%, the cost of generation expansion planning for the proposed model increased by 7.7% compared to the previous method due to stability modes consideration and the small-signal stability index has been improved by 6.7%. The proposed model is survived with the presence of a wide-area stabilizer (WAS) for damping of oscillations. The effect of WAS latency on expansion programs is evaluated with different amounts of delay times.
本文的主要思想是提出一种考虑提高电力系统稳定性的发电机组发展模型。该模型由两部分组成。第一部分对发电扩容规划指标进行了确定。在模型的第二部分对小信号稳定性指标进行了处理。采用一套鲁棒性和阻尼性能准则来满足电网的稳定性要求。将模型的两部分构建为双目标函数优化,采用自适应非支配排序遗传方法求解。为了更好地对发电机组的最终解进行决策,利用ANSGM-III软件提取了一组pareto点。为了在pareto集合中选择最优解,采用了层次分析法。对两个目标函数进行了比较,并分配了合适的权重。在68母线和118母线电网两个测试系统上进行了数值研究。研究了不同情况和三种不同情景下的扩容规划成本和系统稳定指标的取值。研究表明,以68母线系统为例,在系统负荷增长5%的情况下,由于考虑了稳定模式,所提模型的扩容规划成本较原方法提高了7.7%,小信号稳定指标提高了6.7%。该模型在广域稳定器(WAS)的存在下能够有效地抑制振荡。用不同的延迟时间来评估WAS延迟对扩展程序的影响。
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引用次数: 0
A Buck-Boost Converter; Design, Analysis and Implementation Suggested for Renewable Energy Systems Buck-Boost变换器;可再生能源系统的设计、分析和实施建议
Q3 Energy Pub Date : 2021-06-10 DOI: 10.22068/IJEEE.17.2.1862
H. Shayeghi, S. Pourjafar, F. Sedaghati
This work introduces a new non-isolated buck-boost DC-DC converter. Interleaved configuration of the suggested structure increases the voltage conversion ratio. The voltage rate of the suggested converter can be stepped-up and stepped down for lower values of duty-cycle, which causes to decrease in the conduction losses of the system. The voltage conversion ratio of the recommended structure is provided with low maximum voltage throughout the semiconductor elements. Additionally, utilizing only one power switch facilitates converter control. Using a single power MOSFET with small conducting resistance, RDS-ON, increases the overall efficiency of the recommended topology. To verify the performance of the presented converter, technical description, mathematical survey, and comparison investigation with similar structures are provided in the literature. Finally, a laboratory scheme with a 100W load power rate at 50 kHz switching frequency is carried out to demonstrate the effectiveness of the proposed converter.
本文介绍了一种新型非隔离降压升压DC-DC变换器。所建议结构的交错配置增加了电压转换比。该变换器的电压率可以随着占空比的降低而升高或降低,从而降低了系统的导通损耗。所推荐结构的电压转换比在整个半导体元件中具有低的最大电压。此外,仅使用一个电源开关便于转换器控制。使用具有小导电电阻的单功率MOSFET, RDS-ON,提高了推荐拓扑的整体效率。为了验证所提出的转换器的性能,在文献中提供了技术描述、数学测量和与类似结构的比较研究。最后,以50khz开关频率下100W负载功率速率的实验方案验证了所提变换器的有效性。
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引用次数: 5
Economical Modeling for Managing the Power Transaction of EVs and Power Market in Smart Parking Lots 智能停车场电动汽车电力交易管理与电力市场经济模型
Q3 Energy Pub Date : 2021-06-10 DOI: 10.22068/IJEEE.17.2.1818
F. Askari, A. Khoshkholgh
The battery of electric vehicles (EV) can be charged from the power grid or discharged back to it. Parking lots can aggregate hundreds of EVs which makes them a significant and flexible load/generation component in the grid. In a smart grid environment, the smart parking lot (SPL) can benefit from the situation of the simultaneous connection to the EVs and power grid. This paper proposes a new algorithm to maximize SPL profit from participation in the forward and spot markets. Monte-Carlo simulation is used to determine the participation of the SPL in the forward market. Then an economic model is proposed to optimize the charging or discharging time table of EVs at any hours of a day and SPL participation in the spot market in a way that maximum SPL profit and satisfaction of EV owners can be gained. The Genetic Algorithm (GA) is used to solve this optimization problem.
电动汽车(EV)的电池可以从电网充电或放电回电网。停车场可以聚集数百辆电动汽车,这使它们成为电网中重要而灵活的负载/发电组件。在智能电网环境下,智能停车场(SPL)可以从电动汽车和电网同时连接的情况中受益。本文提出了一种新的SPL参与远期和现货市场利润最大化的算法。采用蒙特卡罗模拟确定了SPL在远期市场的参与情况。在此基础上,提出了一种经济模型来优化电动汽车在一天中任意时段的充放电时间表和SPL在现货市场的参与,以获得最大的SPL利润和电动汽车车主的满意度。采用遗传算法(GA)求解这一优化问题。
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引用次数: 0
Rating Reduction and Optimized DC-Link Voltage of the HPQC in Co-Phase Traction Power System 同相牵引电力系统HPQC的降额和直流环节电压优化
Q3 Energy Pub Date : 2021-06-10 DOI: 10.22068/IJEEE.17.2.1377
M. Habibolahzadeh, A. Jalilian
Electric traction trains are huge non-linear single-phase loads influencing adversely on power quality parameters on the grid side. Hybrid power quality conditioner (HPQC) has been utilized to compensate current unbalance, harmonics, and low power factor in the co-phase traction system simultaneously. By incrementing the traction load, the rating of the HPQC increases and may constraints its application. In this paper, a C-type filter is designed to compensate for some part of the load reactive power while the HPQC compensates the remaining part of the load reactive power. Hence, the capacity of the HPQC is reduced in full compensation (FC) mode compared to the conventional configuration. The satisfactory performance of the HPQC is associated with its DC-link operating voltage. Therefore, the Genetic algorithm (G.A) is adopted to optimize the DClink voltage performance. Simulation verifications are performed to illustrate the usefulness of the proposed configuration. The simulation results show an 18.86% reduction in the rating of the HPQC with optimized DC-link voltage.
电力牵引列车是巨大的非线性单相负荷,对电网侧电能质量参数有不利影响。混合电能质量调节器(HPQC)用于同步补偿同相牵引系统中的电流不平衡、谐波和低功率因数。随着牵引载荷的增加,高速高速列车的额定功率也会增加,这可能会限制其应用。本文设计c型滤波器补偿部分负荷无功功率,HPQC补偿剩余负荷无功功率。因此,与传统配置相比,HPQC的容量在全补偿(FC)模式下减少。HPQC令人满意的性能与其直流链路工作电压有关。因此,采用遗传算法(ga)优化DClink电压性能。进行了仿真验证,以说明所建议配置的有效性。仿真结果表明,优化直流链路电压后,HPQC的额定电压降低了18.86%。
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引用次数: 3
期刊
Iranian Journal of Electrical and Electronic Engineering
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