基于增强鲁棒T-S模糊控制的PMSG风力机H∞性能改进

Naoual Tidjani, A. Guessoum
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引用次数: 10

摘要

本文提出了一种改进的增广Takagi-Sugeno模糊控制设计,并将其应用于风力发电机组能量转换系统。所使用的风力发电机是基于永磁同步风力发电机(PMSG)在变风速下运行。提出的T-S模糊控制策略以低风速下风能最大化为目标。我们的部分贡献在于风力发电机在高风速下的输出功率受到限制。通过虚拟期望变量的概念,实现了输出跟踪控制器的设计。基于这一概念,采用并行分布补偿(PDC)方法设计了具有H∞性能的T-S模糊控制。利用Lyapunov直接法证明了受外部扰动影响的闭环系统稳定的充分条件,并利用线性矩阵不等式(lmi)工具确定了控制器策略的反馈增益。另一个贡献是展示了Takagi-Sugeno控制策略的鲁棒性,重点关注了一组具有模型不确定性的系统参数。仿真结果表明,所提出的控制策略对仿真得到的5MW (PMSG)发电机组具有良好的控制性能。
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Augmented robust T-S fuzzy control based PMSG wind turbine improved with H∞ performance
In this paper, an improved augmented Takagi-Sugeno fuzzy control design applied to the system of converting wind turbine energy was proposed. The wind generator used is based on a permanent magnet synchronous wind power generator (PMSG) under varying operation of the wind speed. The proposed T-S fuzzy control strategy aims to maximize wind energy in low wind speed. A part of our contribution lies in the limitation of the power output of the wind generator in high wind speed. Through the concept of the virtual desired variables, the design of the output tracking controller is achieved. In light of this concept, the developed T-S fuzzy control was designed via parallel-distributed compensation (PDC) approach with H ∞ performance. Sufficient conditions for the stability of the closed-loop system affected by external disturbances are proved from Lyapunov’s direct method and the feedback gains of the controller strategy are determined by linear matrix inequalities (LMIs) tools. Another contribution is in showing the robustness of the Takagi-Sugeno based control strategy, with a focus on a set of system parameters with model uncertainties. The simulation results show the high performance of the proposed controller strategy for a 5MW (PMSG) obtained through simulation.
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来源期刊
International Journal of Power Electronics and Drive Systems
International Journal of Power Electronics and Drive Systems Energy-Energy Engineering and Power Technology
CiteScore
3.50
自引率
0.00%
发文量
0
期刊介绍: International Journal of Power Electronics and Drive Systems (IJPEDS) is the official publication of the Institute of Advanced Engineering and Science (IAES). The journal is open to submission from scholars and experts in the wide areas of power electronics and electrical drive systems from the global world. The scope of the journal includes all issues in the field of Power Electronics and drive systems. Included are techniques for advanced power semiconductor devices, control in power electronics, low and high power converters (inverters, converters, controlled and uncontrolled rectifiers), Control algorithms and techniques applied to power electronics, electromagnetic and thermal performance of electronic power converters and inverters, power quality and utility applications, renewable energy, electric machines, modelling, simulation, analysis, design and implementations of the application of power circuit components (power semiconductors, inductors, high frequency transformers, capacitors), EMI/EMC considerations, power devices and components, sensors, integration and packaging, applications in motor drives, wind energy systems, solar, battery chargers, UPS and hybrid systems and other applications.
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