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Effect of Distortion Ratio on Local Scour Under Tidal Currents and Waves
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作者 窦希萍 董凤舞 《海洋工程:英文版》 EI 2004年第4期613-627,共15页
Five generalized physical models of different distortion ratios were built according to DOU Guo-ren's similarity theory of total sediment transport modeling for estuarine and coastal regions. Experiments on local ... Five generalized physical models of different distortion ratios were built according to DOU Guo-ren's similarity theory of total sediment transport modeling for estuarine and coastal regions. Experiments on local scour in front of groins were made under the actions of tidal currents and waves with clear and sediment entraining water. The scour depths under different dynamic actions are compared. The effect of the distortion ratio on the depth of scour hole is discussed. A relationship between scour depths for distorted and undistorted models is given. 展开更多
关键词 physical model distortion ratio tidal currents WAVES local scour
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Optimization of total harmonic current distortion and torque pulsation reduction in high-power induction motors using genetic algorithms 被引量:1
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作者 Arash SAYYAH Mitra AFLAKI Alireza REZAZADEH 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第12期1741-1752,共12页
This paper presents a powerful application of genetic algorithm (GA) for the minimization of the total harmonic current distortion (THCD) in high-power induction motors fed by voltage source inverters, based on an app... This paper presents a powerful application of genetic algorithm (GA) for the minimization of the total harmonic current distortion (THCD) in high-power induction motors fed by voltage source inverters, based on an approximate harmonic model. That is, having defined a desired fundamental output voltage, optimal pulse patterns (switching angles) are determined to produce the fundamental output voltage while minimizing the THCD. The complete results for the two cases of three and five switching instants in the first quarter period of pulse width modulation (PWM) waveform are presented. Presence of harmonics in the stator excitation leads to a pulsing-torque component. Considering the fact that if the pulsing-torques are at low frequencies, they can cause troublesome speed fluctuations, shaft fatigue, and unsatisfactory performance in the feedback control system, the 5th, 7th, 11th, and 13th current harmonics (in the case of five switching angles) are constrained at some pre-specified values, to mitigate the detrimental effects of low-frequency harmonics. At the same time, the THCD is optimized while the required fundamental output voltage is maintained. 展开更多
关键词 感应发动机 遗传算法 优化 脉冲宽度调制
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Influence of Converter Bus Serious Harmonic Distortion on HVDC Transmission System 被引量:1
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作者 Ziyu Guo Tao Lin +1 位作者 Gengtao Jia Liyong Wang 《自动化学报》 EI CSCD 北大核心 2017年第8期1412-1417,共6页
关键词 高压直流输电系统 谐波畸变 计算机辅助设计 换流站 母线 可持续发展 PSCAD 控制器
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Computer Program Calculation for Distortion of Wide-Band Track and Hold Amplifier
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作者 Hailang Liang Jin He +6 位作者 Xiaoan Zhu Xiaomeng He Cheng Wang Lin He Gui Liu Qingxing He Caixia Du 《Journal of Computer and Communications》 2013年第6期1-4,共4页
Tow different computer calculation methods for distortion of the wide-band diode bridge track and hold amplifier (THA) are presented based on a high frequency Schottky diode model. One of the computer programs calcula... Tow different computer calculation methods for distortion of the wide-band diode bridge track and hold amplifier (THA) are presented based on a high frequency Schottky diode model. One of the computer programs calculates the distortion of weekly nonlinear THA based on the KCL and the nonlinear-current method. The other calculates the weekly nonlinear distortion by using a Volterra series method and a nodal formulation. Comparative calculation results for the diode bridge THA have shown good agreement with these two computer program calculation methods, whereas the overall computational efficiency of the nonlinear-current method is better than that of the nodal formulation method in a special evaluation. 展开更多
关键词 Track and HOLD AMPLIFIER Broadband AMPLIFIERS High-Speed Integrated Circuits Schottky Diode Frequency Converters Harmonic distortion VOLTERRA Analysis Computer Program Nonlinear-current Method
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辅助放电针对气体间隙直流自击穿特性的影响
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作者 石凌 谢霖燊 +10 位作者 郭帆 贾伟 王海洋 陈志强 程乐 王艺 吴刚 肖晶 梅锴盛 王戈飞 花见涛 《强激光与粒子束》 CAS CSCD 北大核心 2024年第5期86-91,共6页
为降低气体放电间隙直流条件下自击穿电压分散性,尽可能不影响其自击穿电压,基于环形电极放电间隙,设计了一种在阴极中心植入辅助放电针的辅助放电电极结构。通过电场仿真,研究了辅助放电针直径、长度和顶部倒角对放电间隙场畸变的影响... 为降低气体放电间隙直流条件下自击穿电压分散性,尽可能不影响其自击穿电压,基于环形电极放电间隙,设计了一种在阴极中心植入辅助放电针的辅助放电电极结构。通过电场仿真,研究了辅助放电针直径、长度和顶部倒角对放电间隙场畸变的影响。实验研究了放电间隙无辅助放电针和植入辅助放电针后,其在干燥空气和SF_(6)气体中的直流自击穿特性。结果表明:辅助放电针直径越小、长度越长,电极环对其电场屏蔽作用越弱,放电间隙场畸变强度越大;辅助放电针对SF_(6)气体放电间隙直流自击穿电压影响较小,随着场畸变系数的增大,同一气压下干燥空气自击穿电压下降百分数为SF_(6)气体自击穿电压下降百分数的2~3倍;辅助放电针对直流条件下干燥空气和SF_(6)气体放电间隙自击穿电压稳定性具有有益作用,分散性减小百分数较无辅助放电针结构均提高约25%。 展开更多
关键词 气体间隙 辅助放电针 场畸变 直流自击穿电压 击穿电压分散性
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一种低输入电流总谐波畸变率的三相Buck整流器不对称调制策略
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作者 曹海彬 许建平 +2 位作者 谢飞 周琛力 陈欣 《电工技术学报》 EI CSCD 北大核心 2024年第8期2541-2552,共12页
传统空间矢量脉宽调制(SVPWM)三相Buck整流器没有考虑直流链电流纹波对输入电流的影响,且在扇区切换点处输入电流存在严重畸变,导致输入电流总谐波畸变率(THD)升高。该文分析直流链电流纹波对三相Buck整流器输入电流的影响,分析输入电... 传统空间矢量脉宽调制(SVPWM)三相Buck整流器没有考虑直流链电流纹波对输入电流的影响,且在扇区切换点处输入电流存在严重畸变,导致输入电流总谐波畸变率(THD)升高。该文分析直流链电流纹波对三相Buck整流器输入电流的影响,分析输入电流扇区切换点畸变产生的原因,提出一种新型不对称SVPWM策略,显著降低了三相Buck整流器的输入电流THD。最后,通过仿真和1 kW的实验样机验证了理论分析的正确性以及所提调制策略的有效性。 展开更多
关键词 三相Buck整流器 直流链电流纹波 输入电流畸变 不对称调制策略
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基于主轴电机电流信号的表面粗糙度检测
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作者 刘雪杰 李国富 任潞 《电子技术应用》 2024年第2期54-59,共6页
针对表面粗糙度不能及时检测造成的工件浪费问题,首次提出根据主轴电机电流信号进行表面粗糙度检测分类。通过实验采集不同表面粗糙度加工时的主轴电机电流信号,采用小波包分解将电流信号分解成不同频段,借助能量特征和裕度因子对不同... 针对表面粗糙度不能及时检测造成的工件浪费问题,首次提出根据主轴电机电流信号进行表面粗糙度检测分类。通过实验采集不同表面粗糙度加工时的主轴电机电流信号,采用小波包分解将电流信号分解成不同频段,借助能量特征和裕度因子对不同频段电流信号进行评估,过滤低相关性频段,再通过随机森林筛选特征,降低特征的冗余性。总谐波失真特征实现了积屑瘤检测,仅依赖构建的电流信号特征工程表面粗糙度检测准确率高达95%以上,并且检测时间在2 s以内,基本实现了工件表面粗糙度的快速准确检测。 展开更多
关键词 主轴电机电流信号 小波包分解 随机森林 总谐波失真 表面粗糙度
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Valley transport in Kekulé structures of graphene
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作者 王娟娟 汪军 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第1期44-53,共10页
Valleytronics is an emergent discipline in condensed matter physics and offers a new way to encode and manipulate information based on the valley degree of freedom in materials. Among the various materials being studi... Valleytronics is an emergent discipline in condensed matter physics and offers a new way to encode and manipulate information based on the valley degree of freedom in materials. Among the various materials being studied, Kekulé distorted graphene has emerged as a promising material for valleytronics applications. Graphene can be artificially distorted to form the Kekulé structures rendering the valley-related interaction. In this work, we review the recent progress of research on Kekulé structures of graphene and focus on the modified electronic bands due to different Kekulé distortions as well as their effects on the transport properties of electrons. We systematically discuss how the valley-related interaction in the Kekulé structures was used to control and affect the valley transport including the valley generation, manipulation, and detection. This article summarizes the current challenges and prospects for further research on Kekulé distorted graphene and its potential applications in valleytronics. 展开更多
关键词 GRAPHENE Y-shaped Kekulé(Y-Kek)lattice distortion structure O-Kekulé(O-Kek)structure valley current
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基于全电流方向特征的低压配电网故障定位方法研究及分析
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作者 胡桂荣 曹康栖 +1 位作者 孟亚宏 张怡 《电力信息与通信技术》 2024年第2期83-90,共8页
大量柔性负荷接入低压配电网,使配电网潮流分布变得复杂,信号畸变严重,过流特征微弱,故障特征不明显,基于工频信号的故障定位方案不再适用。文章首先利用电流全波有效值和故障电流相位改进了故障判据,构造了新的适应度函数表达式,然后... 大量柔性负荷接入低压配电网,使配电网潮流分布变得复杂,信号畸变严重,过流特征微弱,故障特征不明显,基于工频信号的故障定位方案不再适用。文章首先利用电流全波有效值和故障电流相位改进了故障判据,构造了新的适应度函数表达式,然后搭建了面向低压配电网的区段故障定位分层降维分析模型,最终得到了基于全电流方向特征的低压配电网故障定位方法,并进行了仿真验证。结果表明该方法能够快速准确识别判定故障信息,不受畸变信息干扰。 展开更多
关键词 全电流 故障判据 信息畸变 低压配电网 故障定位
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常规直流逆变站交流送出线路距离保护适应性分析与对策
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作者 李会新 陈祥文 +2 位作者 金明亮 刘阳 徐海洋 《中国电力》 CSCD 北大核心 2024年第2期115-126,共12页
常规直流逆变站交流送出线路故障通常会引发换相失败,存在故障电压和电流波形畸变等问题,可能导致工频相量距离保护性能劣化。首先,分析了工程中广泛应用的正序电压极化距离保护在常规直流逆变站交流送出线路中的适应性,分析结果表明,... 常规直流逆变站交流送出线路故障通常会引发换相失败,存在故障电压和电流波形畸变等问题,可能导致工频相量距离保护性能劣化。首先,分析了工程中广泛应用的正序电压极化距离保护在常规直流逆变站交流送出线路中的适应性,分析结果表明,当逆变站运行于单回交流出线工况时,传统正序电压极化距离保护不再适用;然后,基于交流线路的RL模型,提出了基于波形相关系数的时域距离元件,可以不受逆变站非线性输出特性的影响,并针对时域距离元件存在的出口近区故障方向判别问题,利用电流畸变程度判断故障方向;最后,通过仿真验证了时域距离保护方案的有效性。 展开更多
关键词 逆变站 交流线路 时域距离保护 波形相关系数 电流畸变程度
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适用于Vienna整流器的非连续脉宽调制
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作者 庄庆旭 刘海勋 《电器与能效管理技术》 2024年第2期33-38,共6页
Vienna整流器凭借高功率密度和高可靠性的优点,被广泛应用于通信电源和电动汽车充电等中高压大功率场合。为实现Vienna整流器的功率因数校正(PFC)电路特性,需控制交流侧电流为与电网电压同频率、同相位的正弦波,降低电流过零畸变;为进... Vienna整流器凭借高功率密度和高可靠性的优点,被广泛应用于通信电源和电动汽车充电等中高压大功率场合。为实现Vienna整流器的功率因数校正(PFC)电路特性,需控制交流侧电流为与电网电压同频率、同相位的正弦波,降低电流过零畸变;为进一步提高Vienna整流器的功率密度,需尽可能降低开关损耗。从空间矢量的角度分析适用于Vienna的空间矢量调制策略,并根据控制目标的不同,分别提出可以最大程度降低开关损耗和可以降低电流过零畸变的非连续脉宽调制(DPWM)策略,最后通过仿真比较了所提出两种DPWM策略与SVPWM策略,验证了所提出的两种DPWM策略的可行性和优越性。 展开更多
关键词 VIENNA整流器 电流过零畸变 非连续脉宽调制 开关损耗
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水下交流电磁场检测探头设计与结构优化
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作者 高鹏 沈宗凯 +4 位作者 吴林席 陈培培 杨宇琳 李超月 于海旭 《机电工程技术》 2024年第2期116-118,197,共4页
交流电磁场检测技术是一种新型的电磁无损检测技术,可快速、准确检测金属表面裂纹缺陷的尺寸。针对水下交流电磁场检测探头磁轭及检测线圈参数优化问题,利用有限元软件COMSOL建立水下交流电磁场检测金属裂纹的仿真模型,通过磁通畸变量... 交流电磁场检测技术是一种新型的电磁无损检测技术,可快速、准确检测金属表面裂纹缺陷的尺寸。针对水下交流电磁场检测探头磁轭及检测线圈参数优化问题,利用有限元软件COMSOL建立水下交流电磁场检测金属裂纹的仿真模型,通过磁通畸变量对探头中U形磁轭各参数进行优化设计,分别分析腿磁轭高度、上磁轭长度、腿磁轭长度、腿磁轭宽度、上磁轭厚度等对检测信号的影响。对检测线圈与磁轭的相对位置展开研究,分析其对交流电磁场检测结果的影响。给出了水下交流电磁场检测中检测探头U形磁轭的可参考尺寸,证明了检测线圈处于磁轭中心位置时检测效果最佳,为水下管道检测探头的研发设计提供了理论依据。 展开更多
关键词 交流电磁场检测 无损检测 裂纹缺陷 磁轭 磁通畸变量 检测线圈
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永磁同步电机电流谐波自适应抑制策略
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作者 邵俊波 肖烨然 +1 位作者 汪丁泉 邱长青 《船电技术》 2024年第5期86-91,共6页
逆变器非线性、电机转子磁场畸变会使相电流中包含6k±1次谐波,从而导致电机产生转矩脉动,振动噪声,恶化电机的控制性能。针对上述问题,提出一种永磁同步电机电流谐波自适应抑制策略。首先对逆变器非线性和转子磁场畸变在相电流中... 逆变器非线性、电机转子磁场畸变会使相电流中包含6k±1次谐波,从而导致电机产生转矩脉动,振动噪声,恶化电机的控制性能。针对上述问题,提出一种永磁同步电机电流谐波自适应抑制策略。首先对逆变器非线性和转子磁场畸变在相电流中引入谐波的产生原理进行了分析,设计电流谐波自适应控制器,提取相电流谐波并分离电流谐波正余弦分量的幅值,利用PI调节器对直流量的无静差跟踪能力,构造电流谐波幅值自适应控制器,生成补偿电压以抵消逆变器非线性、电机转子磁场畸变的不利影响,并给出了自适应控制器参数选取原则。最后通过仿真和实验验证所提电流谐波抑制策略的有效性。 展开更多
关键词 逆变器非线性 转子磁场畸变 电流谐波 自适应控制器 永磁同步电机
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Online Learning Control for Harmonics Reduction Based on Current Controlled Voltage Source Power Inverters 被引量:2
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作者 Naresh Malla Ujjwol Tamrakar +2 位作者 Dipesh Shrestha Zhen Ni Reinaldo Tonkoski 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2017年第3期447-457,共11页
Nonlinear loads in the power distribution system cause non-sinusoidal currents and voltages with harmonic components.Shunt active filters(SAF) with current controlled voltage source inverters(CCVSI) are usually used t... Nonlinear loads in the power distribution system cause non-sinusoidal currents and voltages with harmonic components.Shunt active filters(SAF) with current controlled voltage source inverters(CCVSI) are usually used to obtain balanced and sinusoidal source currents by injecting compensation currents.However,CCVSI with traditional controllers have a limited transient and steady state performance.In this paper,we propose an adaptive dynamic programming(ADP) controller with online learning capability to improve transient response and harmonics.The proposed controller works alongside existing proportional integral(PI) controllers to efficiently track the reference currents in the d-q domain.It can generate adaptive control actions to compensate the PI controller.The proposed system was simulated under different nonlinear(three-phase full wave rectifier) load conditions.The performance of the proposed approach was compared with the traditional approach.We have also included the simulation results without connecting the traditional PI control based power inverter for reference comparison.The online learning based ADP controller not only reduced average total harmonic distortion by 18.41%,but also outperformed traditional PI controllers during transients. 展开更多
关键词 Adaptive dynamic programming(ADP) current controlled voltage source power inverter(CCVSI) online learning based controller neural networks shunt active filter(SAF) total harmonic distortion(THD)
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Randomized Integral Gain of Pi Current Controller for A Single Pv Inverter System 被引量:1
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作者 Suriana Salimin Matthew Armstrong Bashar Zahawi 《Engineering(科研)》 2013年第1期221-225,共5页
This paper is concerned with the problem of network power quality when grid connected systems are used to feed the grid. These systems use power electronic components such as inverters that produce harmonics which adv... This paper is concerned with the problem of network power quality when grid connected systems are used to feed the grid. These systems use power electronic components such as inverters that produce harmonics which adversely affect the power quality of the distribution network. Instead of using a conventional PI current controller with a fixed proportional and integral gain, development of new control method is considered to overcome the total harmonic emissions in PV inverters. It considers a modification to the controller where a random integral gain is used in the system. Experimental hardware is developed and result shows a reduced total harmonic distortion (THD) of the output current when tested with a resistive load. 展开更多
关键词 Total HARMONIC distortion SINGLE INVERTER current controller
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A new dimmer for alternating-current directly driven light-emitting-diode lamp 被引量:1
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作者 KIM Jong-hyun RYU Myung-hyo +1 位作者 YOON Hyok-min SONG Eui-ho 《Journal of Central South University》 SCIE EI CAS 2012年第2期374-379,共6页
A new dimmer using a mental-oxide-semiconductor field-effect transistor (MOSFET) for alternating-current (AC) directly driven light-emitting-diode (LED) lamp was presented. The control method of proposed dimmer is pul... A new dimmer using a mental-oxide-semiconductor field-effect transistor (MOSFET) for alternating-current (AC) directly driven light-emitting-diode (LED) lamp was presented. The control method of proposed dimmer is pulse width control (PWM) method. Compared with the conventional phase-controlled dimmer, the proposed PWM dimmer can produce sine wave and did not cause harmonics problem. Furthermore, the proposed control method did not amplify the light flicker due to the independence of input voltage. Therefore, the PWM dimmer can be used as the dimmer of the AC LED lamp instead of the conventional phase-controlled dimmer. The experimental result shows that the proposed PWM dimmer has good performances. 展开更多
关键词 发光二极管 调光器 直接驱动 交流电流 灯泡 半导体场效应晶体管 MOSFET 脉宽控制
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A NOVEL CONTROL STRATEGY FOR SINUSIODAL WAVE INVERTER WITH PI REGULATORS AND CAPACITOR CURRENT FEEDBACK
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作者 姜桂宾 裴云庆 王兆安 《Journal of Pharmaceutical Analysis》 SCIE CAS 2003年第1期20-24,58,共6页
Objective For the inverters used in UPS, it is important to maintain the pure sinusoidal AC output voltage waveform over all loading conditions and transients. Methods A novel sinusoidal output voltage control strat... Objective For the inverters used in UPS, it is important to maintain the pure sinusoidal AC output voltage waveform over all loading conditions and transients. Methods A novel sinusoidal output voltage control strategy is pregented in this paper. The output voltage is controlled by introducing filtering eapacitor current feedback. Two simple PI regulators are used for the current and voltage control loops. Results With the new control strategy, the inverter achieves very low output voltage distortion, good output voltage regulation and strong perturbation rejection, fast dynamic response, and good performance under nonlinear loads. The THD under capacitance rectifying load is better than 0.2%, the output voltage regulation within 0 to full load is less than 0.1%. The resting time under load transient is within 200?μ s . Conclusion The merits of the new control strategy include rapid response and good steady state stiffness. 展开更多
关键词 SPWM inverter inner filter capacitor current loop total harmonic distortion (THD)
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Harmonic Currents of Semiconductor Pulse Switching Converters
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作者 Petr Bilik Jan Zidek +1 位作者 Vaclav Kus Tereza Josefova 《Energy and Power Engineering》 2013年第4期1120-1125,共6页
Due to the operation of power semiconductor switching converters, the content of harmonic currents, which these switching converters take from the feed array, is still increasing. One of the possible ways of minimizin... Due to the operation of power semiconductor switching converters, the content of harmonic currents, which these switching converters take from the feed array, is still increasing. One of the possible ways of minimizing these currents is the use of pulse switching converters. On one hand, the original, characteristic harmonic ones are minimized, but, on the other hand, new frequencies caused by the modulation frequency appear in the current spectrum. The level of the currents of these frequencies is small and is scarcely dependent on the load of the converter. It may happen that the proportional value of the monitored harmonic one is high, although the absolute value is low. In the article presented, there is a description of the activity of the pulse voltage rectifier and an analysis of the current taken. The other part contains the results of the harmonic analysis of the stated current, including both the absolute and proportional values according to the load. In the conclusion, there are results of measurements of pulsed switching converters taken from the real measurement. 展开更多
关键词 RECTIFIERS HARMONIC Analysis HARMONIC distortion Power System HARMONICS current Measurement
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Investigation of Current Control Techniques of AC-DC Interleaved Boost PFC Converter
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作者 A. Inba Rexy R. Seyezhai 《Circuits and Systems》 2016年第4期307-326,共20页
This paper presents the comparison of various current control strategies employed for an interleaved power factor correction (PFC) boost converter for improving the power quality. The major control strategies discusse... This paper presents the comparison of various current control strategies employed for an interleaved power factor correction (PFC) boost converter for improving the power quality. The major control strategies discussed in this paper are: peak current control, average current control, hysteresis control, borderline current control and non-linear control. These strategies are implemented in MATLAB/SIMULINK and the performance of the proposed converter is compared under open loop and closed loop operation. From the results, the input current waveform was close to input voltage waveform implying improved power factor and reduced total harmonic distortion for nonlinear current control technique. Experimental results validate the proposed method. 展开更多
关键词 AC-DC Power Conversion Power Factor Correction Nonlinear current Control Control Techniques and Total Harmonic distortion
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基于萤火虫扰动麻雀搜索算法-极限学习机的光伏阵列故障诊断方法研究 被引量:5
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作者 赵靖英 吴晶晶 +2 位作者 张雪辉 张文煜 姚帅亮 《电网技术》 EI CSCD 北大核心 2023年第4期1612-1622,共11页
光伏阵列具有随机性、间歇性输出特点,发生故障严重影响电力系统安全运行。针对有效表征不同程度局部阴影与雨天接地故障的故障特征量缺乏的问题,分析不同故障状态下光伏阵列运行特征,提出一种新的6维故障特征向量:开路电压Uoc、最大功... 光伏阵列具有随机性、间歇性输出特点,发生故障严重影响电力系统安全运行。针对有效表征不同程度局部阴影与雨天接地故障的故障特征量缺乏的问题,分析不同故障状态下光伏阵列运行特征,提出一种新的6维故障特征向量:开路电压Uoc、最大功率点电压Um与短路电流Isc、最大功率点电流Im分别表征短路与断路故障;U-I特性曲线二阶导数零点数表征局部阴影故障,并利用遗传模拟退火算法优化的模糊C均值聚类算法(the fuzzy C-means clustering algorithm optimized by the genetic simulated annealing algorithm,GSA-FCM)验证Um、Im表征不同程度局部阴影故障的有效性;并网电流总谐波畸变率表征雨天接地故障。引入萤火虫扰动的麻雀搜索算法(sparrow search algorithm with firefly perturbation,FSSA)优化传统极限学习机(extreme learning machine,ELM),建立FSSA-ELM模型,解决传统故障诊断方法实现复杂、收敛速度慢的问题。基于现场数据驱动,建立考虑对地寄生电容的光伏系统仿真模型和实验平台,设计2种不同辐照度范围的仿真方案和实验方案进行方法验证,结果表明,FSSA-ELM模型结合ELM实现简单且FSSA收敛速度快的特点,利用6维故障特征向量,可准确识别光伏阵列故障类型。 展开更多
关键词 光伏阵列 故障诊断 并网电流总谐波畸变率 故障特征量 萤火虫扰动麻雀搜索算法–极限学习机 寄生电容
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