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Current control for a shunt hybrid active power filter using recursive integral PI 被引量:1
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作者 Wei ZHAO An LUO Ke PENG Xia DENG 《控制理论与应用(英文版)》 EI 2009年第1期77-80,共4页
This paper presents a current control method for a shunt hybrid active power filter (HAPF) using recursive integral PI algorithm. The method improves the performance of the HAPF system by reducing the influence of d... This paper presents a current control method for a shunt hybrid active power filter (HAPF) using recursive integral PI algorithm. The method improves the performance of the HAPF system by reducing the influence of detection accuracy, time delay of instruction current calculation and phase displacement of output filter. Fuzzy logic based set-point weighing algorithm is combined in the control scheme to enhance its robustness and anti-interference ability. The proposed algorithm is easy to implement for engineering applications and easy to compute. Experiment results have verified the validity of the proposed controller. Furthermore, the proposed recursive integral PI algorithm can also be applied in the control of periodic current as in AC drivers. 展开更多
关键词 Power electronics shunt hybrid active power filter Recursive integral PI Fuzzy inference
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Simulation and reliability analysis of shunt active power filter based on instantaneous reactive power theory 被引量:1
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作者 CUI Yu-long LIU Hong +1 位作者 WANG Jing-qin SUN Shu-guang 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第3期416-421,共6页
This paper first discusses the operating principle of instantaneous reactive power theory. Then, the theory is introduced into shunt active power filter and its control scheme is studied. Finally, Matlab/Simulink powe... This paper first discusses the operating principle of instantaneous reactive power theory. Then, the theory is introduced into shunt active power filter and its control scheme is studied. Finally, Matlab/Simulink power system toolbox is used to simulate the system. In the simulation model, as the most common harmonic source, 3-phase thyristor bridge rectifier circuit is constructed. The simulation results before and after the shunt active filter was switched to the system corresponding to different firing angles of the thyristors are presented and analyzed, which demonstrate the practicability and reliability of the proposed shunt active filter scheme. 展开更多
关键词 谐波 瞬时无功功率 电力滤波器 整流器
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Fuzzy Controller Based 3Phase 4Wire Shunt Active Filter for Mitigation of Current Harmonics with Combined p-q and Id-Iq Control Strategies 被引量:3
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作者 Mikkili Suresh Anup Kumar Panda Y. Suresh 《Energy and Power Engineering》 2011年第1期43-52,共10页
As more and more variable frequency drives (VFDs), electronic ballasts, battery chargers, and static Var compensators are installed in facilities, the problems related to harmonics are expected to get worse. As a resu... As more and more variable frequency drives (VFDs), electronic ballasts, battery chargers, and static Var compensators are installed in facilities, the problems related to harmonics are expected to get worse. As a result Active power filter (APF) gains much more attention due to excellent harmonic compensation. But still the performance of the active filter seems to be in contradictions with different control strategies. This paper presents detailed analysis to compare and elevate the performance of two control strategies for ex-tracting reference currents of shunt active filters under balanced, un-balanced and non-sinusoidal conditions by using Fuzzy controller. The well known methods, instantaneous real active and reactive power method (p-q) and active and reactive current method (id-iq) are two control methods which are extensively used in active filters. Extensive Simulations are carried out with fuzzy controller for both p-q and Id-Iq methods for different voltage conditions and adequate results were presented. Simulation results validate the superior per-formance of active and reactive current control strategy (id-iq) with fuzzy controller over active and reactive power control strategy (p-q) with fuzzy controller. 展开更多
关键词 HARMONIC Compensation shunt Active Power filter p-q CONTROL STRATEGY id-iq CONTROL STRATEGY Fuzzy Controller
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A novel digital control strategy of three-phase shunt active power filter under non-ideal mains voltages 被引量:1
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作者 胡志坤 陈志文 +2 位作者 华长春 王会海 丁家峰 《Journal of Central South University》 SCIE EI CAS 2011年第6期2021-2030,共10页
A novel control strategy for three-phase shunt active power filter (SAPF) was proposed to improve its performance under non-ideal mains voltages. The approach was inspired by our finding that the classic instantaneous... A novel control strategy for three-phase shunt active power filter (SAPF) was proposed to improve its performance under non-ideal mains voltages. The approach was inspired by our finding that the classic instantaneous reactive power theory based algorithm was unsatisfactory in terms of isolating positive sequence fundamental active components exactly under non-ideal mains voltages. So, a modified ip-iq reference current calculation method was presented. With usage of the new method, not only the positive sequence but also the fundamental active current components can be accurately isolated from load current. A deadbeat closed-loop control model is built in order to eliminate both delay error and tracking error between reference voltages and compensation voltages under unbalanced and distorted mains voltages. Computer simulation results show that the proposed strategy is effective with better tracking ability and lower total harmonic distortion (THD). The strategy is also applied to a 10 kV substation with a local electrolysis manganese plant injecting a large amount of harmonics into the power system, and is proved to be more practical and efficient. 展开更多
关键词 并联有源电力滤波器 电源电压 控制策略 非理想 三相 瞬时无功功率理论 计算机模拟 总谐波失真
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Open-circuit fault diagnosis and fault tolerance for shunt active power filter 被引量:1
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作者 彭涛 赵帅 +1 位作者 但汉兵 玉华雄 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2582-2595,共14页
The open-circuit fault of the power switches in shunt active power filter(SAPF) would exacerbate the harmonic pollution of power grid, and degrade the reliability of the devices and system. A fault diagnosis method is... The open-circuit fault of the power switches in shunt active power filter(SAPF) would exacerbate the harmonic pollution of power grid, and degrade the reliability of the devices and system. A fault diagnosis method is proposed based on reference model and an over-modulation strategy under hardware fault tolerance for SAPF. First, a mathematic model is established for SAPF. Second, the residuals are generated by comparing the outputs of reference model and those of actual model, and open-switch fault is detected and diagnosed by residual evaluation. After that, hardware fault tolerance is performed with the three-phase four-switch(TPFS) topology to isolate the faulty phase. Finally, the over-modulation strategy is proposed to increase the voltage transfer ratio of the TPFS topology. Simulation and experimental results verified the feasibility and effectiveness of the proposed method. 展开更多
关键词 FAULT diagnosis FAULT TOLERANT reference model over-modulation THREE-PHASE four-switch TOPOLOGY shunt active power filter
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Implementation of PSOANN Optimized PI Control Algorithm for Shunt Active Filter
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作者 M.Sujith S.Padma 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第3期863-888,共26页
This paper proposes the optimum controller for shunt active filter(SAF)to mitigate the harmonics and maintain the power quality in the distribution system.It consists of shunt active filter,Voltage Source Inverter(VSI... This paper proposes the optimum controller for shunt active filter(SAF)to mitigate the harmonics and maintain the power quality in the distribution system.It consists of shunt active filter,Voltage Source Inverter(VSI),series inductor and DC bus and nonlinear load.The proposed hybrid approach is a combination of Particle Swarm Optimization(PSO)and Artificial Neural Network(ANN)termed as PSOANN.The PI controller gain parameters of kp and ki are optimized with the help of PSOANN.The PSOANN improves the accuracy of tuning the gain parameters under steady and dynamic load conditions;thereby it reduces the values of THD within the prescribed limits of IEEE 519.The PSO optimizes the dataset of terminal voltage and DC voltage present in shunt active filter for different load condition.The optimized dataset acts as the input for the controller to predict the optimal gain with minimal error and to generate the optimized control signal for the SAF.The proposed methodology is modelled and simulated with the help of MATLAB/Simulink platform and illustrated the few test cases considered for exhibiting the performance of proposed hybrid controller.The experimental results are measured with developed laboratory prototype and compared with the simulation results to validate the effectiveness of the proposed control methodology. 展开更多
关键词 Artificial neural network particle swarm optimization shunt active filter voltage source inverter total harmonic distortions.
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Comparative Study of Linear and Non-Linear Controls of Three-Phase Shunt Active Filters for Improving the Quality of Electrical Energy
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作者 Mamane Adamou Nabil Alkassoum +1 位作者 André Foulani Amadou Seidou Maiga 《Energy and Power Engineering》 2019年第3期149-166,共18页
The aim of this work is to comparatively study two types of control of a three-phase shunt active filter (TSAF) in order to realize a system of depollution of electrical networks so as to improve the quality of electr... The aim of this work is to comparatively study two types of control of a three-phase shunt active filter (TSAF) in order to realize a system of depollution of electrical networks so as to improve the quality of electrical energy. We used two TSA control models which differ in the method of disturbed currents detection, one linear and the other non-linear. The results show that the non-linear control method, although with high calculation blocks, gives more promising results than the linear control method. When connecting a non-linear load (televisions, lamps, variable speed drives, etc.) directly to the public distribution network, the non-linear nature of the load causes the source current to be deformed due to the presence of harmonic currents and voltages. These harmonics thus generate a high reactive power, and therefore considerable electrical losses in the network. One of the solutions to reduce losses on the electricity grid is to incorporate an electronic circuit called a filter into the electricity grid. This work carried out a comparative study of two types of control of a three-phase shunt active filter (TSAF) in order to carry out a system for cleaning up electricity networks in order to improve the quality of electrical energy. We used two TSA control models that differ in the method of detecting disturbed currents, one linear and the other non-linear. The results show that the non-linear control method, although with high calculation blocks, gives better results than the linear control method. 展开更多
关键词 Power QUALITY Active THREE-PHASE shunt filter NON-LINEAR CONTROL LINEAR CONTROL
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Harmonic Reduction in Wind Power Generating System Using Shunt Active Filter with SPWM Technique
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作者 R. Zahira A. Peer Fathima Ranganath Muthu 《Circuits and Systems》 2016年第4期157-165,共9页
Due to environmental conditions, the wind power generation is fluctuating in nature. This affects the electrical network interconnected with these systems. When the wind power generators are connected to the nonlinear... Due to environmental conditions, the wind power generation is fluctuating in nature. This affects the electrical network interconnected with these systems. When the wind power generators are connected to the nonlinear loads, there is distortion in the waveform. These distortions should be within limits according to national and international guidelines framed for power quality. This paper presents a mitigation technique with a shunt active filter, which reduces harmonic distortion to the permitted limit. Sine pulse width modulation (SPWM) control scheme is used to control shunt active filter. This technique eliminates harmonic distortion and maintains unity power factor. The simulation for proposed method is carried out using MATLAB/SIMULINK and results are validated. 展开更多
关键词 Wind Power Generation SPWM shunt Active filter HARMONIC Power Quality
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Improved PLL Tuning of Shunt Active Power Filter for Grid Connected Photo Voltaic Energy System
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作者 Rajmohan Rajalakshmi Vairamani Rajasekaran 《Circuits and Systems》 2016年第10期3063-3080,共18页
This research work brings out the unique predictive current control method for attaining an efficient grid connected Photo Voltaic (PV) system by Shunt Active Power Filter (SAPF) as grid connected converter. The major... This research work brings out the unique predictive current control method for attaining an efficient grid connected Photo Voltaic (PV) system by Shunt Active Power Filter (SAPF) as grid connected converter. The major objective of the research work is to address the presence of Direct Current (DC) component, frequency improvement, quicker theta response, voltage magnitude estimation in the input signal of the Phase Locked Loop (PLL) which is challenging. This work focuses on tuning the PLL block (K<sub>p</sub>, K<sub>i</sub>, K<sub>v</sub> and K<sub>o</sub>) through Artificial Bee Colony (ABC) optimization algorithm. The proposed ABC based modified three-phase PLL method is based on adding a new loop inside the PLL structure. In power converters, ABC algorithm is used to select the optimal switching states. The voltage vector which minimizes a cost optimization function is selected. Simulation is carried out for both balanced and unbalanced system and the results validate that the performance of the proposed approach is better in terms of harmonic compensation as per the IEEE standards within ±5%, power factor improvement of the system, quicker theta tracking and suppression of frequency jump with the interconnection of PV system. 展开更多
关键词 shunt Active filter Phase Locked Loop Artificial Bee Colony Current Control Method PV System
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A Novel Fuzzy—Adaptive Hysteresis Controller Based Three Phase Four Wire-Four Leg Shunt Active Filter for Harmonic and Reactive Power Compensation
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作者 P. Rathika D. Devaraj 《Energy and Power Engineering》 2011年第4期422-435,共14页
This paper presents a fuzzy logic based three phase four wire four-leg shunt active power filter to suppress harmonic currents. Modified instantaneous p-q theory is adopted for calculating the compensating current. Fu... This paper presents a fuzzy logic based three phase four wire four-leg shunt active power filter to suppress harmonic currents. Modified instantaneous p-q theory is adopted for calculating the compensating current. Fuzzy-adaptive hysteresis band technique is applied for the current control to derive the switching signals for the voltage source inverter. A fuzzy logic controller is developed to control the voltage of the DC capacitor. Computer simulations are carried out on a sample power system to demonstrate the suitability of the proposed control strategy, for harmonic reduction under three different conditions namely, ideal, unbalance, unbalance and distorted source voltage conditions. The proposed control strategy is found to be effective to reduce the harmonics and compensate reactive power and neutral current and balance load currents under ideal and non-ideal source voltage conditions. 展开更多
关键词 HARMONICS shunt Active Power filter (APF) HYSTERESIS Band FUZZY Logic Control P-Q Theory
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An Efficient Particle Swarm Optimization Technique for 4-Leg Shunt Active Power Filter
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作者 V. Parimala S. Chenthur Pandian D. Ganeshkumar 《Circuits and Systems》 2016年第8期1546-1559,共14页
This paper describes the mitigation of harmonics in source and neutral current in three phase four wire system based on 4-leg shunt active power filter under balanced and unbalanced load conditions. Particle Swarm Opt... This paper describes the mitigation of harmonics in source and neutral current in three phase four wire system based on 4-leg shunt active power filter under balanced and unbalanced load conditions. Particle Swarm Optimization (PSO) and conventional Proportional Integral (PI) controller are used as control techniques to analyze the control performance of 4-leg shunt active power filter. The synchronous reference frame (SRF) method is used to extract reference current in 4-leg shunt active filter. The Hysteresis Current Controller (HCC) is used to generate gate pulses for Voltage Source Inverter (VSI) based 4-leg shunt active power filter. The proposed PSO technique gives less percentage of Total Harmonic Distortion (THD) value in source and neutral current and settling time of the DC capacitor voltage compared to conventional PI controller technique. The model of the proposed system performance was validated using MATLAB/Simulink environment. 展开更多
关键词 Hysteresis Current Controller Particle Swarm Optimization shunt Active Power filter SRF Method
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Investigation of Shunt Active Power Filters in Railway Systems, Substation Installation
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作者 Wada Hosny Han-Eol Parjk Joong-Ho Song 《Journal of Energy and Power Engineering》 2013年第10期1974-1979,共6页
关键词 并联型有源电力滤波器 铁路系统 变电站 安装 铁路供电系统 Matlab 单位功率因数 控制算法
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多谐波源接入的城市配电网SAPF优化配置方法
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作者 肖朝霞 张世荣 +3 位作者 马占军 常之良 曹家宁 徐瑞 《电力系统及其自动化学报》 CSCD 北大核心 2024年第1期1-9,共9页
针对分布式光伏和电动汽车充电设施等新谐波源渗透率高及分散接入造成的城市配电网谐波污染分散化与全网化问题,构建一种兼顾配电网谐波治理成本与治理成效的并联型有源电力滤波器选址定容双层优化模型。首先,外、内层模型分别以配电网... 针对分布式光伏和电动汽车充电设施等新谐波源渗透率高及分散接入造成的城市配电网谐波污染分散化与全网化问题,构建一种兼顾配电网谐波治理成本与治理成效的并联型有源电力滤波器选址定容双层优化模型。首先,外、内层模型分别以配电网谐波治理成本最小和电压畸变率最低为目标函数;然后,采用粒子群优化算法和遗传算法分别求解,实现配电网谐波治理效益最高的目标;最后,选取IEEE 33节点系统进行仿真,验证了所建模型对配电网谐波治理装置优化配置的有效性。 展开更多
关键词 分散谐波源 并联有源电力滤波器 双层优化模型 粒子群优化算法 遗传算法
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基于滤波的电力计量系统分流窃电行为动态识别方法
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作者 张永敏 刘胜男 +1 位作者 易玲 安继渊 《机械设计与制造工程》 2024年第3期129-132,共4页
以准确识别电力计量系统分流窃电行为为目标,提出基于滤波的电力计量系统分流窃电行为动态识别方法。将去噪后的用电负荷数据作为基于模糊C均值聚类的用电负荷数据分类方法的分类目标,按照电压、电流等不同数据属性实现负荷数据分类;使... 以准确识别电力计量系统分流窃电行为为目标,提出基于滤波的电力计量系统分流窃电行为动态识别方法。将去噪后的用电负荷数据作为基于模糊C均值聚类的用电负荷数据分类方法的分类目标,按照电压、电流等不同数据属性实现负荷数据分类;使用基于负荷数据局部异常因子的窃电行为检测方法,根据负荷数据点的邻域点密度阈值,判断电力计量系统在空间维度、时间维度是否存在分流窃电行为,并预估窃电量。实验结果显示:所提方法对某电力计量系统分流窃电行为动态识别精度较高,识别结果与实际相符。 展开更多
关键词 滤波 电力计量系统 分流窃电行为 动态识别 高斯滤波器 聚类
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Simulation Research on a SVPWM Control Algorithm for a Four-Leg Active Power Filter 被引量:5
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作者 ZHOU Juan WU Xiao-jie GENG Yi-wen DAI Peng 《Journal of China University of Mining and Technology》 EI 2007年第4期590-594,共5页
In this paper the topology of a four-leg shunt active-power filter (APF) is given. The APF compensates har-monic and reactive power in a three-phase four-wire system. The scheme adopted for control of the four-leg act... In this paper the topology of a four-leg shunt active-power filter (APF) is given. The APF compensates har-monic and reactive power in a three-phase four-wire system. The scheme adopted for control of the four-leg active power filter,a 3-Dimensional Pulse Width Modulation (PWM) technique,is presented. The theoretical deduction of a space vector PWM (SVPWM) algorithm is given in this paper. The paper also analyzes the distribution of the volt-age-space vector of the four-leg converter in αβγ coordinates and describes methods to determine the location of the voltage-space vector and to calculate duration time. Finally,the algorithm is implemented in simulation; the results show that the total harmonic distortion (THD) of the three phase-current waveforms is reduced. The neutral wire current,after compensation,is about 0 A showing that the topology of the four-leg shunt APF is feasible and the proposed scheme is effective. 展开更多
关键词 滤波器 导线 自动控制系统 空间向量
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A Novel Starting Impulse Suppression Method for Active Power Filter Based on Slowly Rising Curve
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作者 Jianfeng Yang Yu Ding 《Energy Engineering》 EI 2021年第6期1839-1853,共15页
With the widespread application of power electronic equipment in the power grid,the harmonic problem of the power grid becomes more pronounced,reducing the efficiency of power production,transmission,and utilization,a... With the widespread application of power electronic equipment in the power grid,the harmonic problem of the power grid becomes more pronounced,reducing the efficiency of power production,transmission,and utilization,and interfering with the normal operation of the power grid.Based on the requirements of harmonic suppression and power system protection,a shunt active power filter(SAPF)is proposed as an effective harmonic suppression method.However,there are problems with impulse current and impulse voltage in the starting process of SAPF.Impulse current and impulse voltage cause the power grid and switchgear to bear greater current stress and voltage stress,which seriously affect the security and reliability of the power grid and may damage the switchgear.To effectively solve the problem of impulse current and impulse voltage,the starting process of SAPF is divided into the uncontrolled rectification stage and the transition stage.The mathematical model of the DC side of APF is established.The causes of impulse current and impulse voltage in the uncontrolled rectifier and transition phases are analyzed.By introducing voltage square,a new starting impulse suppression strategy of active power filter based on the slow rising curve is proposed,fundamentally solving the problems of impulse current and impulse voltage.Simulation results verify the effectiveness and feasibility of this method. 展开更多
关键词 shunt active power filter starting shock impulse current impulse voltage
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Simulation research of discrete sliding mode control for active power filter
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作者 WANG Yu-feng SUN Bao YANG Zhen LI Jian 《Journal of Coal Science & Engineering(China)》 2011年第4期461-463,共3页
关键词 三相有源电力滤波器 离散滑模控制 控制仿真 电力系统谐波 MATLAB仿真 高功率因数 仿真波形 谐波电流
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SHAPF的电流控制策略及参数设计
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作者 张淼 吴事煜 +1 位作者 关意川 冯春寿 《电力电子技术》 北大核心 2023年第10期55-59,共5页
为了实现并联混合型有源电力滤波器(SHAPF)高补偿性能的要求,提出一种SHAPF电流双闭环控制策略。利用基波电流环为谐波电流环控制器提供阻尼项,实现有源阻尼的同时减少一组传感器,降低系统复杂度。分析了SHAPF的滤波特性,并给出了SHAPF... 为了实现并联混合型有源电力滤波器(SHAPF)高补偿性能的要求,提出一种SHAPF电流双闭环控制策略。利用基波电流环为谐波电流环控制器提供阻尼项,实现有源阻尼的同时减少一组传感器,降低系统复杂度。分析了SHAPF的滤波特性,并给出了SHAPF系统配置的参数设计方法。分析了电流双闭环控制器在离散系统中的稳定性条件,并给出了控制器参数设计方法。搭建了SHAPF的仿真模型与实验样机。结果表明SHAPF具备良好的谐波补偿性能,验证了电流双闭环控制策略及参数设计的合理性。 展开更多
关键词 并联混合型有源电力滤波器 电流双闭环控制 有源阻尼
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计及等效负载变化的消弧逆变器性能分析与设计 被引量:2
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作者 赵国军 陈坤燚 +2 位作者 曾伟 李沁 代灿 《电力系统保护与控制》 EI CSCD 北大核心 2023年第1期148-157,共10页
分析了消弧逆变器等效负载的性质,结果表明:等效负载是有源负载,等效源具有较大的幅值和较宽的变化范围;随过渡电阻和故障距离的变化,等效负载阻抗可呈现阻性、阻感性和阻容性。这一结果表明逆变器需要在负载性质改变和等效电源扰动的... 分析了消弧逆变器等效负载的性质,结果表明:等效负载是有源负载,等效源具有较大的幅值和较宽的变化范围;随过渡电阻和故障距离的变化,等效负载阻抗可呈现阻性、阻感性和阻容性。这一结果表明逆变器需要在负载性质改变和等效电源扰动的情况下,仍能稳定跟踪包含多频次的给定电流。对抗扰性和跟踪性要求的提高,增加了设计难度。鉴于此,提出了消弧逆变器输出滤波器和控制器的设计方法。输出滤波器采用滤波电容分流法进行设计,保证了逆变器能输出包含多频次的电流。采用电容串联电阻来抑制阻感负载情况下带来的谐振失稳问题,并给出了串联电阻的计算方法。控制器采用了定带宽设计法,带宽选定在幅频特性重合段。控制器参数设计准则为:保证阻容负载情况下传函幅频特性低频段具有较高增益。采用PSCAD/EMTDC仿真验证了结论的正确性和所提设计方法的可行性。 展开更多
关键词 配电网 单相接地故障 消弧逆变器 滤波电容分流法 定带宽设计
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Design and Development of an Intelligent Energy Management System for a Smart Grid to Enhance the Power Quality
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作者 Nisha Vasudevan Vasudevan Venkatraman +5 位作者 A.Ramkumar T.Muthukumar A.Sheela M.Vetrivel R.J.Vijaya Saraswathi F.T.Josh 《Energy Engineering》 EI 2023年第8期1747-1761,共15页
MigroGrid(MG)has emerged to resolve the growing demand for energy.But because of its inconsistent output,it can result in various power quality(PQ)issues.PQ is a problem that is becoming more and more important for th... MigroGrid(MG)has emerged to resolve the growing demand for energy.But because of its inconsistent output,it can result in various power quality(PQ)issues.PQ is a problem that is becoming more and more important for the reliability of power systems that use renewable energy sources.Similarly,the employment of nonlinear loads will introduce harmonics into the system and,as a result,cause distortions in the current and voltage waveforms as well as low power quality issues in the supply system.Thus,this research focuses on power quality enhancement in the MG using hybrid shunt filters.However,the performance of the filter mainly depends upon the design,and stability of the controller.The efficiency of the proposed filter is enhanced by incorporating an enhanced adaptive fuzzy neural network(AFNN)controller.The performance of the proposed topology is examined in a MATLAB/Simulink environment,and experimental findings are provided to validate the effectiveness of this approach.Further,the results of the proposed controller are compared with Adaptive Fuzzy Back-Stepping(AFBS)and Adaptive Fuzzy Sliding(AFS)to prove its superiority over power quality improvement in MG.From the analysis,it can be observed that the proposed system reduces the total harmonic distortion by about 1.8%,which is less than the acceptable limit standard. 展开更多
关键词 Artificial intelligence resistive inductive load shunt hybrid filter smart grid adaptive fuzzy back-stepping power factor
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