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Event-triggered mechanism based robust fault-tolerant control for networked wind energy conversion system 被引量:1
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作者 Zhihong Huo Chang Xu 《Global Energy Interconnection》 EI CAS CSCD 2022年第1期55-65,共11页
In this paper,a novel robust fault-tolerant control scheme based on event-triggered communication mechanism for a variable-speed wind energy conversion system(WECS)with sensor and actuator failures is proposed.The non... In this paper,a novel robust fault-tolerant control scheme based on event-triggered communication mechanism for a variable-speed wind energy conversion system(WECS)with sensor and actuator failures is proposed.The nonlinear WECS with event-triggered mechanism is modeled based on the Takagi-Sugeno(T-S)fuzzy model.By Lyapunov stability theory,the parameter expression of the proposed robust fault-tolerant controller with event-triggered mechanisms is proposed based on a feasible solution of linear matrix inequalities.Compared with the existing WECS fault-tolerant control methods,the proposed scheme significantly reduces the pressure of network packet transmission and improves the robustness and reliability of the WECS.Considering a doubly-fed variable speed constant frequency wind turbine,the eventtriggered mechanism based fault-tolerant control for WECS is analyzed considering system model uncertainty.Numerical simulation results demonstrate that the proposed scheme is feasible and effective. 展开更多
关键词 Event-triggered mechanism(ETM) Wind energy conversion system(WECS) Fault-tolerant control(FTC) Takagi-sugeno(T-S)fuzzy model
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A Novel Hybrid MPPT for Wind Energy Conversion Systems Operating under Low Variations in Wind Speed 被引量:1
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作者 Paul Abena Malobe Philippe Djondine +1 位作者 Pascal Ntsama Eloundou Hervé Abena Ndongo 《Energy and Power Engineering》 2020年第12期716-728,共13页
This manuscript presents a new approach MPPT (Maximum Power Point Tracking) for improving and optimizing the performance of a Wind Energy Conversion System (WECS) operating for small variations in wind speed by combin... This manuscript presents a new approach MPPT (Maximum Power Point Tracking) for improving and optimizing the performance of a Wind Energy Conversion System (WECS) operating for small variations in wind speed by combining sliding mode control and fuzzy logic control. The proposed method consists of optimizing the sliding mode controller by the fuzzy controller. The main purpose of the Sliding Mode control-Fuzzy Logic controller (SM-FL) is to ensure the robustness (by eliminating certain disadvantages of the sliding mode control such as the phenomenon of chattering) and the stability of the control system in the case of small variations in conditions atmospheric (here variation of the wind). Our system consists of a wind turbine, a Permanent Magnet Synchronous Generator (PMSG) and a DC-DC boost converter connected to a continuous load. The performances of the method suggested are compared with those of fuzzy logic and fuzzy-Proportional Integral (FL-PI) in term speed of convergence, of tracking time and tracking efficiency. The results of numerical simulation of our system confirmed the best performance of this method. 展开更多
关键词 MPPT Sliding Mode-Fuzzy Logic Controller Wind Energy conversion system CHATTERING
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Direct driven wind energy conversion system based on hybrid excitation synchronous machine
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作者 叶斌英 阮毅 +2 位作者 杨勇 赵海花 汤燕燕 《Journal of Shanghai University(English Edition)》 CAS 2011年第6期562-567,共6页
A novel direct-drive type wind power generation system based on hybrid excitation synchronous machine(HESM)is introduced in this paper.The generator is connected to an uncontrollable rectifier,and a fully controlled... A novel direct-drive type wind power generation system based on hybrid excitation synchronous machine(HESM)is introduced in this paper.The generator is connected to an uncontrollable rectifier,and a fully controlled voltage-sourceinverter is used to connect the system to utility grid.An intermediate DC bus exists between the rectifier and inverter.A new control strategy is proposed which achieves the maximum power point tracking(MPPT) with the control of excitation current of HESM and stabilizes the DC link voltage with the control of inverter output current simultaneously.Specially-designed buck circuit is used to control the excitation current of HESM,and grid voltage-oriented vector control strategy is employed to realize the decoupling of the inverter output power.Simulation results and experiment in 3 kW lab prototype show an excellent static and dynamic performance of the proposed system. 展开更多
关键词 maximum power point tracking(MPPT) wind energy conversion system direct-driven hybrid excitation
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OUTPUT MAXIMIZATION CONTROL FOR VSCF WIND ENERGY CONVERSION SYSTEM USING EXTREMUM CONTROL STRATEGY
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作者 付大丰 马运东 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2013年第2期185-192,共8页
The energy conversion optimization control strategy is presented for a family of horizontal-axis variablespeed fixed-pitch wind energy conversion systems,working in the partial load region.The system uses a variablesp... The energy conversion optimization control strategy is presented for a family of horizontal-axis variablespeed fixed-pitch wind energy conversion systems,working in the partial load region.The system uses a variablespeed wind turbine(VSWT)driving a squirrel-cage induction generator(SCIG)connected to a grid.A new maximum power point tracking(MPPT)approach is proposed based on the extremum seeking control principles under the assumption that the wind turbine model and its parameters are poorly known.The aim is to drive the average position of the operation point close to optimality.Here the wind turbulence is used as search disturbance instead of inducing new sinusoidal search signals.The discrete Fourier transform(DFT)process of some available measures estimates the distance of operation point to optimality.The effectiveness of the proposed MPPT approach is validated under different operation conditions by numerical simulations in MATLAB/SIMULINK.The simulation results prove that the new approach can effectively suppress the vibration of system and enhance the dynamic performance of system. 展开更多
关键词 wind energy conversion systems maximum power point tracking extremum control strategy discrete Fourier transform
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Hybrid Control Strategy for Matrix Converter Fed Wind Energy Conversion System
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作者 Jamna Ayadathil Jamuna Venkatesan 《Circuits and Systems》 2016年第10期3038-3053,共16页
In this paper, a hybrid control strategy for a matrix converter fed wind energy conversion system is presented. Since the wind speed may vary, output parameters like power, frequency and voltage may fluctuate. Hence i... In this paper, a hybrid control strategy for a matrix converter fed wind energy conversion system is presented. Since the wind speed may vary, output parameters like power, frequency and voltage may fluctuate. Hence it is necessary to design a system that regulates output parameters, such as voltage and frequency, and thereby provides a constant voltage and frequency output from the wind energy conversion system. Matrix converter is used in the proposed solution as the main power conditioner as a more efficient alternative when compared to traditional back-back converter structure. To control the output voltage, a vector modulation based refined control structure is used. A power tracker is included to maximize the mechanical output power of the turbine. Over current protection and clamp circuit input protection have been introduced to protect the system from over current. It reduces the spikes generated at the output of the converter. The designed system is capable of supplying an output voltage of constant frequency and amplitude within the expected ranges of input during the operation. The matrix converter control using direct modulation method, modified Venturini modulation method and vector modulation method was simulated, the results were compared and it was inferred that vector modulation method was superior to the other two methods. With the proposed technique, voltage transfer ratio and harmonic profile have been improved compared to the other two modulation techniques. The behaviour of the system is corroborated by MATLAB Simulink, and hardware is realized using an FPGA controller. Experimental results are found to be matching with the simulation results. 展开更多
关键词 Hybrid Control Strategy Wind Energy conversion system Three Phase Matrix Converter Space Vector Modulation Over Current/Clamp Circuit Protection FPGA Controller
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Entransy analyses of heat–work conversion systems with inner irreversible thermodynamic cycles 被引量:9
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作者 程雪涛 梁新刚 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第12期259-264,共6页
In this paper, we try to use the entransy theory to analyze the heat–work conversion systems with inner irreversible thermodynamic cycles. First, the inner irreversible thermodynamic cycles are analyzed. The influenc... In this paper, we try to use the entransy theory to analyze the heat–work conversion systems with inner irreversible thermodynamic cycles. First, the inner irreversible thermodynamic cycles are analyzed. The influences of different inner irreversible factors on entransy loss are discussed. We find that the concept of entransy loss can be used to analyze the inner irreversible thermodynamic cycles. Then, we analyze the common heat–work conversion systems with inner irreversible thermodynamic cycles. As an example, the heat–work conversion system in which the working fluid of the thermodynamic cycles is heated and cooled by streams is analyzed. Our analyses show that larger entransy loss leads to larger output work when the total heat flow from the high temperature heat source and the corresponding equivalent temperature are fixed.Some numerical cases are presented, and the results verify the theoretical analyses. On the other hand, it is also found that larger entransy loss does not always lead to larger output work when the preconditions are not satisfied. 展开更多
关键词 entransy loss heat–work conversion inner irreversible thermodynamic cycle ANALYSES
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Research on Energy Conversion System of Floating Wave Energy Converter 被引量:6
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作者 张亚群 盛松伟 +2 位作者 游亚戈 吴必军 刘洋 《China Ocean Engineering》 SCIE EI CSCD 2014年第1期105-113,共9页
A wave power device includes an energy harvesting system and a power take-off system. The power take-off system of a floating wave energy device is the key that converts wave energy into other forms. A set of hydrauli... A wave power device includes an energy harvesting system and a power take-off system. The power take-off system of a floating wave energy device is the key that converts wave energy into other forms. A set of hydraulic power take-off system, which suits for the floating wave energy devices, includes hydraulic system and power generation system. The hydraulic control system uses a special“self-hydraulic control system”to control hydraulic system to release or save energy under the maximum and the minimum pressures. The maximum pressure is enhanced to 23 MPa, the minimum to 9 MPa. Quite a few experiments show that the recent hydraulic system is evidently improved in efficiency and reliability than our previous one, that is expected to be great significant in the research and development of our prototype about wave energy conversion. 展开更多
关键词 hydraulic power take-off system (PTO) second transfers conversion efficiency hydraulic control
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Scheduling and control co-design for Networked Wind Energy Conversion Systems 被引量:4
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作者 Zhihong Huo Zhixue Zhang 《Global Energy Interconnection》 2019年第4期328-335,共8页
Fieldbus, industrial Ethernet that is simple, reliable, economical, and practical, is widely used in Wind Energy Conversion Systems(WECSs). These techniques belong to the field of networked control systems. Network em... Fieldbus, industrial Ethernet that is simple, reliable, economical, and practical, is widely used in Wind Energy Conversion Systems(WECSs). These techniques belong to the field of networked control systems. Network embedding to Wind Energy Conversion Systems brings many new challenges. Implementing a control system over a communication network causes inevitable time delays that may degrade performance and can even cause instability. This work addresses challenges related to the reliable control of wind energy conversion systems, based on the theoretical framework of networked control systems. A type of WECS with network-induced delay and packet dropout is modeled and adjustable deadbands are explored as a solution to reduce network traffic in WECSs. A method to study the reliable control of WECSs is presented, which takes into account system response as well as the network environment. After detailed theoretical analysis, simulation results are provided, which further demonstrate the feasibility of the proposed scheme. 展开更多
关键词 Wind Energy conversion system(WECS) NETWORKED Control system(NCS) TIME-DELAY Deadband Package-dropout
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Design of a 20-Gsps 12-bit time-interleaved analog-to-digital conversion system 被引量:2
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作者 Ruo-Shi Dong Lei Zhao +4 位作者 Jia-Jun Qin Wen-Tao Zhong Yi-Chun Fan Shu-Bin Liu Qi An 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2021年第3期30-40,共11页
The time-interleaved analog-to-digital conversion(TIADC)technique is an effective method for increasing the sampling rate in a waveform digitization system.In this study,a 20-Gsps TIADC system was designed.A wide-band... The time-interleaved analog-to-digital conversion(TIADC)technique is an effective method for increasing the sampling rate in a waveform digitization system.In this study,a 20-Gsps TIADC system was designed.A wide-bandwidth performance was achieved by optimizing the analog circuits,and a sufficient effective number of bits(ENOB)performance guaranteed using the perfect reconstruction algorithm for mismatch error correction.The proposed system was verified by tests,and the results indicated that a-3 dB bandwidth of 6 GHz and the ENOB performance of 8.7 bits at 1 GHz and 7.6 bits at6 GHz were successfully achieved. 展开更多
关键词 Time-interleaved technique High-speed A/D conversion High bandwidth Mismatch error correction
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A Novel Wind Energy Conversion System with Storage for Spillage Recovery 被引量:3
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作者 J. Cheng F. Choobineh 《Journal of Power and Energy Engineering》 2015年第7期33-38,共6页
This paper proposes a new system configuration for integrating a compressed air energy storage system with a conventional wind turbine. The proposed system recycles the mechanical spillage of blades and stores it for ... This paper proposes a new system configuration for integrating a compressed air energy storage system with a conventional wind turbine. The proposed system recycles the mechanical spillage of blades and stores it for later electricity generation with assistance from a rotary vane machine. The configuration and operational policy is explained, and a comparative case study shows that the proposed system recovers investment costs through savings on electricity procurement and revenue through power export. 展开更多
关键词 WIND ENERGY conversion system Compressed Air ENERGY STORAGE ROTARY VANE Machine
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Establishment of Cell Free Conversion System With Biotin-labelled Recombinant PrP^(sen) Expressed in E.coli 被引量:1
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作者 JIN ZHANG JIAN-MEI GAO +7 位作者 FENG LI JUN HAN LAN CHEN BAO-YUN ZHANG XIAO-FAN WAMG WEI ZHOU YONG LIU XIAO-PING DONG 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2006年第3期214-218,共5页
Objective To report a protocol using biotin-labelled PrP protein in cell free conversion assay instead of isotope. Methods A hamster PrP protein (HaPrP) was expressed in E. coli and purified with HIS-tag affinity ch... Objective To report a protocol using biotin-labelled PrP protein in cell free conversion assay instead of isotope. Methods A hamster PrP protein (HaPrP) was expressed in E. coli and purified with HIS-tag affinity chromatograph. After being labelled with biotin, HaPrP was mixed with PrP^sen preparation from scrapie strain 263K. Results Protease-resistant bands were detected after four-day incubation. Conclusion The new conversion model provides a reliable, easily handling, and environment-friendly method for studies of prion and transmissible spongiform encephalopathies. 展开更多
关键词 Transmissible spongiform eneephalopathies PRION BIOTIN Cell free conversion E. coli
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Comparison of the Performance of Two Direct Wave Energy Conversion Systems: Archimedes Wave Swing and Power Buoy 被引量:1
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作者 Jawad Faiz M. Ebrahimi-Salari 《Journal of Marine Science and Application》 2011年第4期419-428,共10页
Many wave energy conversion devices have not been well received. The main reasons are that they are too complicated and not economical. However, in the last two decades direct conversion systems have drawn the attenti... Many wave energy conversion devices have not been well received. The main reasons are that they are too complicated and not economical. However, in the last two decades direct conversion systems have drawn the attention of researchers to their widely distributed energy source due to their simple structure and low cost. The most well-known direct conversion systems presently in use include the Archimedes Wave Swing (AWS) and Power Buoy (PB). In this paper, these two systems were simulated in the same conditions and their behaviors were studied in different wave conditions. In order to verify the simulations, results of the generator of the finite element computations were followed. An attempt was made to determine the merits and drawbacks of each method under different wave conditions by comparing the performance of the two systems. The wave conditions suitable for each system were specified. 展开更多
关键词 AWS PB direct wave energy conversion PM linear generator
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PMSG Wind Energy Conversion System: Modeling and Control 被引量:1
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作者 Omessaad Elbeji Mouna Ben Hamed Lassaad Sbita 《International Journal of Modern Nonlinear Theory and Application》 2014年第3期88-97,共10页
In this paper, a model of a variable speed wind turbine using a permanent magnet synchronous generator (PMSG) is presented and the control schemes are proposed. The model presents the aerodynamic part of the wind turb... In this paper, a model of a variable speed wind turbine using a permanent magnet synchronous generator (PMSG) is presented and the control schemes are proposed. The model presents the aerodynamic part of the wind turbine, the mechanic and the electric parts. Simulations have been conducted with Matlab/Simulink to validate the model and the proposed control schemes. 展开更多
关键词 WIND Turbine WIND Energy conversion system PERMANENT MAGNET Synchronous Generator Speed CONTROL Current CONTROL
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A Distributed 2D-to-3D Video Conversion System 被引量:1
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作者 张哲斌 张吉安 +2 位作者 张学西 王亦洲 高文 《China Communications》 SCIE CSCD 2013年第5期30-38,共9页
2D-to-3D video conversion is a feasible way to generate 3D programs for the current 3DTV industry. However, for large-scale 3D video production, current systems are no longer adequate in terms of the time and labor re... 2D-to-3D video conversion is a feasible way to generate 3D programs for the current 3DTV industry. However, for large-scale 3D video production, current systems are no longer adequate in terms of the time and labor required for conversion. In this paper, we introduce a distributed 2D-to-3D video conversion system that includes a 2D-to-3D video conversion module, architecture of the parallel computation on the cloud, and 3D video coding in the system. The system enables cooperation among multiple users in the simultaneous completion of their conversion tasks so that the conversion efficiency is greatly promoted. In the experiments, we evaluate the system based on criteria related to both time consumption and video coding performance. 展开更多
关键词 3D video 2D-to-3D conversion distributed system
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Instability, adiabaticity, and controlling effects of external fields for the dark state in a homonuclear atom tetramer conversion system
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作者 孟少英 陈希浩 +1 位作者 吴炜 傅立斌 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第4期125-129,共5页
In the present paper, we investigate the instability, adiabaticity, and controlling effects of external fields for a dark state in a homonuclear atom-tetramer conversion that is implemented by a generalized stimulated... In the present paper, we investigate the instability, adiabaticity, and controlling effects of external fields for a dark state in a homonuclear atom-tetramer conversion that is implemented by a generalized stimulated Raman adiabatic passage. We analytically obtain the regions for the appearance of dynamical instability and study the adiabatic evolution by a newly defined adiabatic fidelity. Moreover, the effects of the external field parameters and the spontaneous emissions on the conversion efficiency are also investigated. 展开更多
关键词 dynamical instability adiabatic fidelity dark state atom-molecule conversion
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The research on direct-drive wave energy conversion system and performance optimization
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作者 CHEN Zhongxian YU Haitao HU Minqiang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2014年第9期178-183,共6页
A direct-drive wave energy conversion system based on a three-phase permanent magnet tubular linear generator (PMTLG) and a heaving buoy is proposed to convert wave energy into electrical energy. Sufficient experime... A direct-drive wave energy conversion system based on a three-phase permanent magnet tubular linear generator (PMTLG) and a heaving buoy is proposed to convert wave energy into electrical energy. Sufficient experimental methods are adopted to compare the computer simulations, the validity of which is verified by the experiment results from a wave tank laboratory. In the experiment, the motion curves of heaving buoy are with small fluctuations, mainly caused by the PMTLG's detent force. For the reduction of these small fluctuations and a maximum operational efficiency of the direct-drive wave energy conversion system, the PMTLG's detent force minimization technique and the heaving buoy optimization will be discussed. It is discovered that the operational efficiency of the direct-drive wave energy conversion system increases dramatically after optimization. The experiment and optimization results will provide useful reference for the future research on ocean wave energy conversion system. 展开更多
关键词 wave energy conversion linear generator detent force minimization technique heaving buoy optimization
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AN IMPROVED ALGORITHM OF GMM VOICE CONVERSION SYSTEM BASED ON CHANGING THE TIME-SCALE
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作者 Zhou Ying Zhang Linghua 《Journal of Electronics(China)》 2011年第4期518-523,共6页
This paper improves and presents an advanced method of the voice conversion system based on Gaussian Mixture Models(GMM) models by changing the time-scale of speech.The Speech Transformation and Representation using A... This paper improves and presents an advanced method of the voice conversion system based on Gaussian Mixture Models(GMM) models by changing the time-scale of speech.The Speech Transformation and Representation using Adaptive Interpolation of weiGHTed spectrum(STRAIGHT) model is adopted to extract the spectrum features,and the GMM models are trained to generate the conversion function.The spectrum features of a source speech will be converted by the conversion function.The time-scale of speech is changed by extracting the converted features and adding to the spectrum.The conversion voice was evaluated by subjective and objective measurements.The results confirm that the transformed speech not only approximates the characteristics of the target speaker,but also more natural and more intelligible. 展开更多
关键词 Gaussian Mixture Models(GMM) Speech Transformation and Representation using Adaptive Interpolation of weiGHTed spectrum(STRAIGHT) TIME-SCALE Voice conversion
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Low-frequency Impedance Modeling of Wind Energy Conversion System Considering Mechanical Dynamics and Operating Regions
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作者 Peng Wang Haoran Zhao +1 位作者 Jia Luo Vladimir Terzija 《Journal of Modern Power Systems and Clean Energy》 2025年第4期1224-1237,共14页
Oscillation accidents emerge in power systems inte grated with increasing penetration of renewable energy sources.The impedance of electromagnetic dynamics is investigated in recent years,where the mechanical dynamics... Oscillation accidents emerge in power systems inte grated with increasing penetration of renewable energy sources.The impedance of electromagnetic dynamics is investigated in recent years,where the mechanical dynamics are neglected.So far,the low-frequency oscillations are not well addressed with the impedance analysis method.A novel analytical impedance is formulated and implemented for wind energy conversion sys tem consisting of wind turbine generators(WTGs)and wind farm,which fills the gap in the mechanical dynamics of the im pedance.Instead of assuming constant values,the electrome chanical dynamics of the rotor speed and the pitch angle are in volved in the WTG impedance.Besides,the impedance frame work is generally and modularly designed and is adaptive to different operating regions.With the developed analytical im pedance,the stability assessment can cover the low-frequency oscillations,providing an in-depth insight into the mechanical parameters influencing the small-signal stability performance.As an application,the impedance characteristic and stability performance of systems with active power reserve for grid sup porting are analyzed and optimized.Furthermore,the shafting torsional vibrations of WTGs in wind farms are analyzed with modal decomposition and the low-frequency impedance model.The improved accuracy of the developed analytical impedance is illustrated by comparison with commonly used impedance,which ignores the coupling between the electrical and mechani cal dynamics.It is proven that the mechanical dynamics have a significant influence on the impedance,particularly in the lowfrequency range.Experimental validation is carried out to vali date the low-frequency impedance model and the stability per formance. 展开更多
关键词 Aerodynamic model renewable energy source electromechanical dynamic impedance modeling low-frequency oscillation small-signal stability torsional vibration wind energy conversion system wind turbine generator(WTG)
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Transient Stability Analysis and Improved Control Strategy of PMSG-based Grid-forming Wind Energy Conversion System Under Symmetrical Grid Fault
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作者 Hai Xie Jun Yao +3 位作者 Wenwen He Dong Yang Sheng Gong Linsheng Zhao 《Journal of Modern Power Systems and Clean Energy》 2025年第1期128-141,共14页
The transient synchronization characteristics and instability mechanism of the permanent magnet synchronous generator(PMSG)-based grid-forming wind energy conversion system(GFM-WECS)under symmetrical grid fault have r... The transient synchronization characteristics and instability mechanism of the permanent magnet synchronous generator(PMSG)-based grid-forming wind energy conversion system(GFM-WECS)under symmetrical grid fault have received little attention to date.In this paper,considering the dynamics of DC-link voltage,the transient stability and an improved control strategy of PMSG-based GFM-WECS are studied in detail.Firstly,considering the dynamic interactions between the machine-side converter and the grid-side converter,the large-signal equivalent model of GFM-WECS is established.Furthermore,a novel Lyapunov function is derived to evaluate the transient stability margin and instability boundary of GFMWECS during grid voltage sag.Additionally,the impacts of current-limitation control on the transient stability of GFM-WECS are revealed.Then,a stability evaluation index is proposed to evaluate the transient stability margin of GFM-WECS.Moreover,an improved control strategy is proposed to enhance the transient response characteristics and low voltage ride-through(LVRT)capability of GFM-WECS under symmetrical grid fault.Finally,simulations and experimental results are conducted to verify the effectiveness of the proposed control strategy. 展开更多
关键词 Grid-forming(GFM) permanent magnet synchronous generator(PMSG) wind energy conversion system(WECS) DC-link voltage transient stability
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A hybrid fuzzy logic-based MPPT algorithm for PMSG-based variable speed wind energy conversion system on a smart grid
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作者 S.Karthikeyan C.Ramakrishnan 《Energy Storage and Saving》 2024年第4期295-304,共10页
Recently,wind power has gained popularity as a sustainable energy source.Wind energy conversion systems(WECSs)can accept fixed speed and variable speed(VS)operations.VS-WECSs are preferable to conventional WECSs becau... Recently,wind power has gained popularity as a sustainable energy source.Wind energy conversion systems(WECSs)can accept fixed speed and variable speed(VS)operations.VS-WECSs are preferable to conventional WECSs because of their higher electricity collection capacity.Maximum power point tracking(MPPT)systems are essential for maximizing the efficiency of wind energy generation in wind turbine(WT)installations linked to power grids.This study introduces a hybrid fuzzy logic controller-based MPPT(FLC-MPPT)for WTs connected to permanent magnet synchronous generators(PMSGs)to accurately determine the maximum power output of WTs.This study employs a three-phase back-to-back converter to link a PMSG to a utility grid.The reference signals for pulse width modulation controllers comprise two-phase system currents.It constructs a converter that can transfer electrical energy in both directions using insulated-gate bipolar transistor technology and is powered by a battery.The machine-side converter uses model predictive control for the present control loop.Given the generator’s susceptibility to changes in wind conditions,this factor is of the utmost importance.A WT simulation was conducted using MATLAB/Simulink and an FLC methodology was employed.The model used a PMSG.Measurements of rotor speed,power,induced voltage,and current were taken in relation to variations in wind speed.The simulation results show that the FLC-MPPT can maximize the output power over a wide range of wind speeds with a higher efficiency of 92.6%and performance of 95.7%. 展开更多
关键词 Fuzzy logic controller(FLC) Maximum power point tracking(MPPT) Permanent magnet synchronous generator (PMSG) Wind energy conversion system(WECS)
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