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Difference between grid connections of large-scale wind power and conventional synchronous generation 被引量:7
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作者 Jie Li Chao Liu +2 位作者 Pengfei Zhang Yafeng Wang Jun Rong 《Global Energy Interconnection》 2020年第5期486-493,共8页
In China, regions with abundant wind energy resources are generally located at the end of power grids. The power grid architecture in these regions is typically not sufficiently strong, and the energy structure is rel... In China, regions with abundant wind energy resources are generally located at the end of power grids. The power grid architecture in these regions is typically not sufficiently strong, and the energy structure is relatively simple. Thus, connecting large-capacity wind power units complicates the peak load regulation and stable operation of the power grids in these regions. Most wind turbines use power electronic converter technology, which affects the safety and stability of the power grid differently compared with conventional synchronous generators. Furthermore, fluctuations in wind power cause fluctuations in the output of wind farms, making it difficult to create and implement suitable power generation plans for wind farms. The generation technology and grid connection scheme for wind power and conventional thermal power generation differ considerably. Moreover, the active and reactive power control abilities of wind turbines are weaker than those of thermal power units, necessitating additional equipment to control wind turbines. Hence, to address the aforementioned issues with large-scale wind power generation, this study analyzes the differences between the grid connection and collection strategies for wind power bases and thermal power plants. Based on this analysis, the differences in the power control modes of wind power and thermal power are further investigated. Finally, the stability of different control modes is analyzed through simulation. The findings can be beneficial for the planning and development of large-scale wind power generation farms. 展开更多
关键词 Large-scale wind power generation Conventional synchronous generators grid connection scheme power control
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Reactive Current Allocation and Control Strategies Improvement of Low Voltage Ride Though for Doubly Fed Induction Wind Turbine Generation System 被引量:36
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作者 LI Hui FU Bo +2 位作者 YANG Chao ZHAO Bin TANG Xianhu 《中国电机工程学报》 EI CSCD 北大核心 2012年第22期I0004-I0004,22,共1页
为满足风电机组低电压穿越(low voltage ride through,LVRT)的测试要求及其电气模型一致性评估需要,提出考虑向电网注入无功电流的双馈风电机组LVRT的控制策略。在阐述风电机组LVRT测试要求及控制原理的基础上,推导双馈发电机(doubly... 为满足风电机组低电压穿越(low voltage ride through,LVRT)的测试要求及其电气模型一致性评估需要,提出考虑向电网注入无功电流的双馈风电机组LVRT的控制策略。在阐述风电机组LVRT测试要求及控制原理的基础上,推导双馈发电机(doubly fed induction generator,DFIG)定子侧及网侧变流器输出无功电流极限表达式,研究电网电压跌落深度和发电机总输出有功功率对其无功电流极限值的影响规律,进而提出DFIG在LVRT期间的无功电流分配算法和改进的有功、无功功率控制策略。最后,以某实际2 MW双馈风电机组为例,分别对风速为5和12 m/s、电网电压对称跌落至20%和50%工况下的LVRT运行性能进行仿真比较和样机测试。与传统LVRT控制方法的对比表明,所提改进控制策略能更好地满足风电机组LVRT的测试要求。样机测试结果进一步证明了改进控制策略和仿真模型的有效性。 展开更多
关键词 风力涡轮机 发电系统 控制策略 无功电流 分配算法 低电压 异步 双馈
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High Voltage Ride-through Control Strategy of Doubly Fed Induction Wind Generators Based on Virtual Impedance 被引量:2
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作者 XIE Zhen ZHANG Xing YANG Shuying SONG Haihua QU Tingyu 《中国电机工程学报》 EI CSCD 北大核心 2012年第27期I0001-I0001,共1页
关键词 双馈感应发电机 风力发电机组 高电压 虚拟阻抗 控制策略 电网干扰 异步 无功补偿装置
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A Novel Grid Synchronization Control of Doubly-fed Induction Generator
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作者 ZHAN Liang-yu JIN Xin-min ZHANG Lu 《电力电子技术》 CSCD 北大核心 2012年第4期38-42,共5页
The dynamic performance of doubly-fed induction generator(DFIG) before and after connection is analyzed based on corresponding mathematical models and transfer functions in decoupled vector control.The parameter tunin... The dynamic performance of doubly-fed induction generator(DFIG) before and after connection is analyzed based on corresponding mathematical models and transfer functions in decoupled vector control.The parameter tuning methods of rotor current regulator before and after connection are given.To reach same dynamic performance the parameters should take different values and be switched before and after connection.However on one hand the closing moment of stator contactor is difficult to get as the feedback signal is usually twenty millisecond delay or so.The delay in parameter switching will affect rotor current and torque dynamics during the delayed period after connection. On the other hand parameter switching is troublesome.Hence a synchronization control strategy without parameter switching is proposed and analyzed in detail,which has linear rising exciting current to avoid current overshooting. The dynamic performance of the proposed strategy is analyzed in frequency domain and implemented on a DFIG experimental platform subsequently.The proposed synchronization strategy is validated by experimental results. 展开更多
关键词 摘要 编辑部 编辑工作 读者
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A Sliding Mode Approach to Enhance the Power Quality of Wind Turbines Under Unbalanced Voltage Conditions 被引量:2
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作者 Mohammad Javad Morshed Afef Fekih 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2019年第2期566-574,共9页
An integral terminal sliding mode-based control design is proposed in this paper to enhance the power quality of wind turbines under unbalanced voltage conditions. The design combines the robustness, fast response, an... An integral terminal sliding mode-based control design is proposed in this paper to enhance the power quality of wind turbines under unbalanced voltage conditions. The design combines the robustness, fast response, and high quality transient characteristics of the integral terminal sliding mode control with the estimation properties of disturbance observers. The controller gains were auto-tuned using a fuzzy logic approach.The effectiveness of the proposed design was assessed under deep voltage sag conditions and parameter variations. Its dynamic response was also compared to that of a standard SMC approach.The performance analysis and simulation results confirmed the ability of the proposed approach to maintain the active power,currents, DC-link voltage and electromagnetic torque within their acceptable ranges even under the most severe unbalanced voltage conditions. It was also shown to be robust to uncertainties and parameter variations, while effectively mitigating chattering in comparison with the standard SMC. 展开更多
关键词 doubly fed induction generators(DFIG) fuzzy approach integral terminal sliding mode control(ITSMC) OBSERVER power quality voltage unbalances wind turbines
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Second-order Sliding Mode Control of DFIG Based Variable Speed Wind Turbine for Maximum Power Point Tracking 被引量:4
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作者 Xiangjie Liu Chengcheng Wang Yaozhen Han 《自动化学报》 EI CSCD 北大核心 2017年第8期1434-1442,共9页
关键词 风力发电机组 滑模控制器 二阶滑模 变速恒频 最大功率点跟踪 双馈感应发电机 李雅普诺夫函数 发电机转子
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PI-MPC Frequency Control of Power System in the Presence of DFIG Wind Turbines 被引量:1
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作者 Michael Z. Bernard T. H. Mohamed +2 位作者 Raheel Ali Yasunori Mitani Yaser Soliman Qudaih 《Engineering(科研)》 2013年第9期43-50,共8页
For the recent expansion of renewable energy applications, Wind Energy System (WES) is receiving much interest all over the world. However, area load change and abnormal conditions lead to mismatches in frequency and ... For the recent expansion of renewable energy applications, Wind Energy System (WES) is receiving much interest all over the world. However, area load change and abnormal conditions lead to mismatches in frequency and scheduled power interchanges between areas. These mismatches have to be corrected by the LFC system. This paper, therefore, proposes a new robust frequency control technique involving the combination of conventional Proportional-Integral (PI) and Model Predictive Control (MPC) controllers in the presence of wind turbines (WT). The PI-MPC technique has been designed such that the effect of the uncertainty due to governor and turbine parameters variation and load disturbance is reduced. A frequency response dynamic model of a single-area power system with an aggregated generator unit is introduced, and physical constraints of the governors and turbines are considered. The proposed technique is tested on the single-area power system, for enhancement of the network frequency quality. The validity of the proposed method is evaluated by computer simulation analyses using Matlab Simulink. The results show that, with the proposed PI-MPC combination technique, the overall closed loop system performance demonstrated robustness regardless of the presence of uncertainties due to variations of the parameters of governors and turbines, and loads disturbances. A performance comparison between the proposed control scheme, the classical PI control scheme and the MPC is carried out confirming the superiority of the proposed technique in presence of doubly fed induction generator (DFIG) WT. 展开更多
关键词 doubly fed Induction Generator power SYSTEM Model Predictive Control) Proportional Integral Controller DFIG wind TURBINE wind Energy SYSTEM (WES)
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Control Strategy of DC Link Voltage Flywheel Energy Storage for Non Grid Connected Wind Turbines Based on Fuzzy Control 被引量:2
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作者 Arslan Habib Chan Sou Adesh Ananta 《Journal of Power and Energy Engineering》 2017年第11期72-79,共8页
The large-scale development of wind power is an important means to reduce greenhouse gas emissions, alleviate environmental pollution and improve the utilization rate of renewable energy. At the same time, large-scale... The large-scale development of wind power is an important means to reduce greenhouse gas emissions, alleviate environmental pollution and improve the utilization rate of renewable energy. At the same time, large-scale non grid connected wind power generation theory avoids the technical difficulties of wind power integration [1]. However, due to the randomness and uncontrollability of wind energy, the output power of the wind power generation system will fluctuate accordingly [2]. Therefore, the corresponding energy storage devices are arranged in the non-grid-connected wind power generation system to ensure the power quality, and it has become the key to full utilization of renewable energy. In the case of wind speed fluctuation, the DC bus control strategy of the wind turbine is proposed in this paper. It can reduce the impact on the unit converter and the power load;this ensures safe and stable operation of non-grid connected wind turbines. 展开更多
关键词 Non-grid CONNECTED wind power Generation DC BUS VOLTAGE Control Strategy
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Dynamic Couplingand Cooperative Control for Multi-paralleled Doubly Fed Induction Generator Wind Farms during Symmetrical Low Voltage Ride-through in a Weak Grid
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作者 Lei Guan Jun Yao 《Protection and Control of Modern Power Systems》 SCIE EI 2024年第3期112-125,共14页
In multi-fed grid-connected systems,there are complex dynamic interactions between different pieces of equipment.Particularly in situations of weak-grid faults,the dynamic coupling between equipment becomes more prono... In multi-fed grid-connected systems,there are complex dynamic interactions between different pieces of equipment.Particularly in situations of weak-grid faults,the dynamic coupling between equipment becomes more pronounced.This may cause the system to experience small-signal instability during the fault steady-state.In this paper,multi-paralleled doubly fed induction generator(DFIG)-based wind farms(WFs)are taken as an example to study the dynamic coupling within a multi-fed system during fault steady-state of symmetrical low voltage ride-through(LVRT)in a weak grid.The analysis reveals that the dynamic coupling between WFs will introduce a damping shift to each WF.This inevitably affects the system’s dynamic stability and brings the risk of small-signal instability during fault steady-state in LVRT scenarios.Increasing the distance to fault location and fault severity will exacerbate the dynamic coupling between WFs.Because of the dynamic coupling,adjusting the control state of one WF will affect the stability of the remaining WFs in the system.Hence,a cooperative control strategy for multi-paralleled DFIG WFs is proposed to improve dynamic stability during LVRT.The analysis and the effectiveness of the proposed control strategy are verified by modal analysis and simu-lation. 展开更多
关键词 doubly fed induction generator(DFIG) wind farms(WFs) dynamic stability low voltage ride through(LVRT) weak grid dynamic coupling
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A Steady State Voltage Stability Analysis of Wind Power Centralized System
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作者 Shuo Yang Weisheng Wang +3 位作者 Chun Liu Yuehui Huang Chi Li Jing Wang 《Energy and Power Engineering》 2017年第4期317-327,共11页
It is significant to research the voltage stability of the wind power centralized system (WPCS) for the effective development of the large scale clustering wind energy resources. A steady state voltage stability analy... It is significant to research the voltage stability of the wind power centralized system (WPCS) for the effective development of the large scale clustering wind energy resources. A steady state voltage stability analysis of the WPCS by employing the PV curve and model analysis is proposed to reveal the voltage stability influence from different aspects. The PV curve is utilized to trace and indicate the voltage collapse point of the WPCS when the small disturbance of wind power is increased gradually. Then the steady state voltage instability modes of the WPCS are analyzed by calculating the bus participation factors of the minimum eigenvalue model at the collapse point. The simulation results of an actual WPCS in North China show that the static state voltage instability mode of the WPCS is closely related to the operating features and control strategies of different reactive power sources. In addition, the implementation of the doubly-fed induction generator wind turbine generator voltage control is beneficial to improve the WPCS voltage stability. 展开更多
关键词 wind power CENTRALIZED System Static State Voltage Stability doubly fed Induction GENERATOR wind Turbine GENERATOR Reactive power Model Analysis
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Impact of Reactive Power in Power Evacuation from Wind Turbines
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作者 Ashish Ranjan S. Prabhakar Karthikeyan +3 位作者 Ankur Ahuja K. Palanisamy I. Jacob Raglend D. P. Kothari 《Journal of Electromagnetic Analysis and Applications》 2009年第1期15-23,共9页
Application of Distributed Generation (DG) to supply the demands of a diverse customer base plays a vital role in the renewable energy environment. Various DG technologies are being integrated into power systems to pr... Application of Distributed Generation (DG) to supply the demands of a diverse customer base plays a vital role in the renewable energy environment. Various DG technologies are being integrated into power systems to provide alterna-tives to energy sources and to improve reliability of the system. Power Evacuation from these remotely located DG’s remains a major concern for the power utilities these days. The main cause of concern regarding evacuation is con-sumption of reactive power for excitation by Induction Generators (IG) used in wind power production which affects the power system in variety of ways. This paper deals with the issues related to reactive power consumption by Induc-tion generators during power evacuation. Induction generator based wind turbine model using MATLAB/SIMULINK is simulated and its impact on the grid is observed. The simulated results are analyzed and validated with the real time results for the system considered. A wind farm is also modeled and simulations are carried out to study the various im-pacts it has on the grid &amp;nearby wind turbines during Islanding and system event especially on 3-Phase to ground fault. 展开更多
关键词 Distributed Generation (DG) grid wind Turbines INDUCTION Generator ISLANDING power EVACUATION Point of Common connection 3 Phase to Ground FAULT
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Analysis and Simulation of a Crowbar Protection for DFIG Wind Application during Power Systems Disturbances
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作者 Abdellatif Noubrik Larbi Chrifi-Alaoui +1 位作者 Pascal Bussy Abedelkrim Benchaib 《Journal of Mechanics Engineering and Automation》 2011年第4期303-312,共10页
The performance of a 1.5 MVA wind-power Doubly Fed Induction Generator (DFIG) under network fault is studied using simulator developed in MATLAB-SIMULINK. This paper investigates a new control method able to improve... The performance of a 1.5 MVA wind-power Doubly Fed Induction Generator (DFIG) under network fault is studied using simulator developed in MATLAB-SIMULINK. This paper investigates a new control method able to improve the fault-ride through capability of DFIG. In such generators the appearance of severe voltage sags at the coupling point make highlight important over currents at the rotor/stator windings, making the use of crowbar protection device necessary and inevitable in order to protect the machine as well as the rotor side power converter. The simulator consists of the DFIG analytical model, power transformer model and the detailed frequency converter model including crowbar protection device. Simulation results are carried out to show the transient behavior of the DFIG when a sudden voltage dip is introduced with and without the crowbar implementation. 展开更多
关键词 wind energy DFIG doubly fed induction generator) CROWBAR LVRT (low voltage ride through) power network simulation.
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Stability Enhancement of Small-Scale Power Grid with Renewable Power Sources by Variable Speed Diesel Power Plant
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作者 Rion Takahashi Atsushi Umemura Junji Tamura 《Journal of Power and Energy Engineering》 2020年第3期1-17,共17页
This paper proposes a power control method to improve a stability of a small-scale power grid with renewable energy sources. In an isolated small- scale power grid such as an island, diesel power plant is main power s... This paper proposes a power control method to improve a stability of a small-scale power grid with renewable energy sources. In an isolated small- scale power grid such as an island, diesel power plant is main power source which has an environmental burden and expensive running cost due to high priced fossil fuel. Thus, expanding installation of the renewable energy sources such as a wind power is strongly desirable. Such fluctuating energy sources, however, harm power quality of the small-scale power grid, and in addition, conventional power plant in the small-scale power grid cannot, in general, stabilize the grid system with such fluctuating power sources. In this study, Variable Speed Doubly-Fed Induction Generator (VS-DFIG) is proposed to be in-stalled at a diesel power plant instead of a conventional Fixed Speed Synchronous Generator (FS-SG), because quick control of a power balance in the small-scale power grid can be achieved by using the inertial energy of VS-DFIG. In addition, utilization of a Battery Energy Storage System (BESS) is also considered to assist cooperatively the VS-DFIG control. As a result of the simulation analysis by using the proposed method, it is verified that frequency fluctuations due to renewable energy source can be effectively reduced by quick power control of the VS-DFIG compared to the conventional FS-SG, and further control ability can be obtained by utilizing BESS. Moreover, the transient stability of a small-scale power grid during a grid fault can also be enhanced. 展开更多
关键词 SMALL-SCALE power grid Variable Speed doubly-fed Induction Generator (VS-DFIG) DIESEL power Plant wind power Battery Energy Storage System (BESS)
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Simulation of grid tracking control of power system connection and maximum power brushless doubly-fed generator in point wind 被引量:1
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作者 Hicham SERHOUD Djilani BENATTOUS 《Frontiers in Energy》 SCIE CSCD 2013年第3期380-387,共8页
In this paper, based on the analysis of the mathematical model in a common synchronous reference frame of the brushless doubly-fed generator (BDFG), the grid connection strategy and maximum energy extraction control... In this paper, based on the analysis of the mathematical model in a common synchronous reference frame of the brushless doubly-fed generator (BDFG), the grid connection strategy and maximum energy extraction control were both analyzed. Besides, the transient simula- tion of no-load model and generation model of the BDFG have been developed on the MATLAB/Simulink platform. The test results during cutting-in grid confirmed the good dynamic performance of grid synchronization and effective power control approach for the BDFG-based variable speed wind turbines. 展开更多
关键词 brushless doubly-fed generator (BDFG) modeling grid connection control back-to-back pulse- width modulation (PWM) converter wind power generation
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Analysis of Short-circuit Characteristics and Calculation of Steady-state Short-circuit Current for DFIG Wind Turbine 被引量:1
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作者 Xiong, Xiaofu Ouyang, Jinxin 《电力系统自动化》 EI CSCD 北大核心 2012年第8期115-121,共7页
Large-scale doubly-fed induction generator(DFIG)wind turbines are connected to the grid and required to remain grid-connection during faults,the short-circuit current contributed by the generation has become a signifi... Large-scale doubly-fed induction generator(DFIG)wind turbines are connected to the grid and required to remain grid-connection during faults,the short-circuit current contributed by the generation has become a significant issue.However,the traditional calculation methods aiming at synchronous generators cannot be directly applied to the DFIG wind turbines.A new method is needed to calculate the short-circuit current required by the planning,protection and control of the power grid.The short-circuit transition of DFIG under symmetrical and asymmetric short-circuit conditions are mathematically deduced,and the short-circuit characteristics of DFIG are analyzed.A new method is proposed to calculate the steady-state short-circuit current of DFIG based on the derived expressions.The time-domain simulations are conducted to verify the accuracy of the proposed method. 展开更多
关键词 双馈风力发电机 短路电流 短路特性 计算 变速恒频 稳态 双馈感应发电机 非对称短路
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计及低电压穿越及故障全过程动态的双馈风电场等值方法 被引量:1
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作者 周海强 崔晓丹 +3 位作者 许剑冰 曹博源 高超 陈志昊 《电力系统自动化》 EI CSCD 北大核心 2024年第6期216-225,共10页
在分析双馈感应发电机(DFIG)故障各阶段动态的基础上,提出了一种计及低电压穿越控制的双馈风电场等值方法。首先,讨论了低电压穿越控制策略,给出了含双馈风电场的电力系统故障稳态潮流计算方法。在考虑电压暂态过程的条件下,分析了外部... 在分析双馈感应发电机(DFIG)故障各阶段动态的基础上,提出了一种计及低电压穿越控制的双馈风电场等值方法。首先,讨论了低电压穿越控制策略,给出了含双馈风电场的电力系统故障稳态潮流计算方法。在考虑电压暂态过程的条件下,分析了外部系统短路故障后DFIG转子电流的变化机理,指出电压跌落深度及风电功率是影响短路电流的主要因素,可根据动作分界线判断撬棒是否动作。然后,根据初始风速及撬棒状态将风电场中的DFIG分为3群,并对等值DFIG及集电网络进行聚合。为提高等值模型在恢复阶段的精度,根据故障稳态电压对双馈风电场功率恢复曲线进行预估,并在此基础上对等值DFIG恢复速率进行分段修正。最后,对含双馈风电场的算例系统进行了等值计算。仿真结果表明,等值模型较好地保持了原系统在故障各阶段的动态,在保持较高精度的前提下有效简化了系统,提高了计算速度。 展开更多
关键词 双馈感应发电机 风电场 低电压穿越 电力潮流 撬棒 动态等值 等值模型 功率恢复
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二阶LADRC在风电并网逆变器网侧直流母线电压控制中的运用
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作者 周雪松 葛建鹏 马幼捷 《电测与仪表》 北大核心 2024年第3期182-191,共10页
为提高风电并网系统中电网侧逆变器直流母线电压的稳定性和动态响应速度,文中设计一种无对象模型辅助的二阶线性自抗扰控制技术(linear active disturbance rejection control,ADRC)以取代电压外环的PI控制器,从而形成一种新的双闭环控... 为提高风电并网系统中电网侧逆变器直流母线电压的稳定性和动态响应速度,文中设计一种无对象模型辅助的二阶线性自抗扰控制技术(linear active disturbance rejection control,ADRC)以取代电压外环的PI控制器,从而形成一种新的双闭环控制结构。文中利用频域分析法分析了ADRC控制器的稳定性、跟踪性和抗扰能力;最后在3.6 MW直驱永磁同步风力发电机组的物理实验平台中验证了该控制结构的可行性,将传统PI控制和文中所提出的控制模式在不同工作条件下的控制效果进行比较。实验结果表明,该文章设计的控制方案优于传统的PI控制器,具有良好的抗干扰性和鲁棒性,大大减少直流侧母线电压波动所造成的影响。 展开更多
关键词 风电并网 直流母线电压稳定控制 LADRC
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基于自抗扰的直驱风电机组强迫振荡抑制研究
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作者 武晓冬 温婉宁 +2 位作者 王正 王麟斌 席鹏辉 《电机与控制应用》 2024年第8期39-49,共11页
风剪切和塔影效应会导致直驱式风电机组产生强迫功率振荡,影响系统的安全稳定运行。因此,提出了一种基于自抗扰控制的虚拟惯量控制方法,该方法通过扩张状态观测器观测估计系统扰动量,同时利用跟踪微分器调整系统频率的参考值,优化风电... 风剪切和塔影效应会导致直驱式风电机组产生强迫功率振荡,影响系统的安全稳定运行。因此,提出了一种基于自抗扰控制的虚拟惯量控制方法,该方法通过扩张状态观测器观测估计系统扰动量,同时利用跟踪微分器调整系统频率的参考值,优化风电机组控制功率。仿真结果表明,相比传统的虚拟惯量控制,所提方法具有更好的抗干扰性,能更有效地对扰动进行观测估计并补偿,达到抑制直驱式风电并网系统强迫振荡的目的。 展开更多
关键词 自抗扰控制 虚拟惯量控制 直驱式风电并网系统 强迫功率振荡
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基于KPCA特征量降维的风电并网系统暂态电压稳定性评估
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作者 张晓英 史冬雪 +1 位作者 张琎 张鑫 《兰州理工大学学报》 CAS 北大核心 2024年第2期96-103,共8页
针对电力系统暂态电压稳定性评估中所需特征量数据庞大,影响模型训练时间,降低计算效率等问题,提出了一种基于核主成分分析方法KPCA和CPSO-BP组合的风电并网系统暂态电压稳定性评估方法.首先根据输入特征采集原始特征集,采用核主成分分... 针对电力系统暂态电压稳定性评估中所需特征量数据庞大,影响模型训练时间,降低计算效率等问题,提出了一种基于核主成分分析方法KPCA和CPSO-BP组合的风电并网系统暂态电压稳定性评估方法.首先根据输入特征采集原始特征集,采用核主成分分析算法对特征量进行非线性数据处理,提取出最优的特征集.然后将降维后的特征集作为CPSO-BP神经网络输入量进行监督学习,将得到的模型按照临界故障切除时间裕度值的大小进行分类,将分类后的样本进行风电并网系统的暂态电压稳定性评估和临界故障切除时间裕度值预测.仿真分析结果表明,对输入特征进行降维,保留重要输入特征量,剔除冗余特征量,不仅简化了模型,还提高了网络评估的准确性和计算效率. 展开更多
关键词 风电并网 核主成分分析算法 降维 CPSO-BP神经网络 暂态电压稳定性评估
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基于LADRC和准PR控制的风电并网逆变器控制策略
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作者 冉华军 王新权 +2 位作者 王灿 罗娇娇 李敖 《三峡大学学报(自然科学版)》 CAS 北大核心 2024年第5期76-84,共9页
为了稳定风电并网逆变器直流母线电压的波动,提高其动态响应速度并减少并网电流中的谐波含量,本文提出了LADRC+准PR双环控制策略.首先根据两电平风电并网逆变器的拓扑结构建立其数学模型;然后,根据数学模型设计电压外环二阶LADRC控制器... 为了稳定风电并网逆变器直流母线电压的波动,提高其动态响应速度并减少并网电流中的谐波含量,本文提出了LADRC+准PR双环控制策略.首先根据两电平风电并网逆变器的拓扑结构建立其数学模型;然后,根据数学模型设计电压外环二阶LADRC控制器和电流内环准PR控制器代替传统的PI控制器,同时对两种控制器的参数进行了设计并整定;最后,在Matlab软件中构建仿真模型,进行了仿真分析和波形对比.结果表明:相较于传统的双闭环PI控制策略,新型控制策略不仅能够快速地稳定直流母线电压,而且交流侧电流的总谐波失真小;并且在电网电压发生扰动的工况下,仍有较好的控制性能.综上所述,基于LADRC和准PR控制的风电并网逆变器控制策略具有较好的抗扰性和优越的鲁棒性. 展开更多
关键词 风电并网逆变器 线性自抗扰控制 准比例谐振控制 谐波抑制
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