首页> 外文会议>2017 International Conference on Electrical Engineering >Performance of grid interfaced doubly fed induction generator-wind turbine using fuzzy logic controller based on Gauss Newton algorithm under symmetrical and asymmetrical faults
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Performance of grid interfaced doubly fed induction generator-wind turbine using fuzzy logic controller based on Gauss Newton algorithm under symmetrical and asymmetrical faults

机译:基于高斯牛顿算法的模糊逻辑控制器并网双馈感应风力发电机在对称和非对称故障下的性能

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摘要

Recently, Doubly Fed Induction Generators (DFIGs) are used in wind power generation due to its popularity for several reasons (a) variable speed wind operation and (b) cost effectiveness. However, when faults occur on power grid, the machine shows sensitivity. To sustain stability of system, high value of DC-link voltage is needed during unbalanced operation of grid. This paper proposed a novel control strategy for the Grid Side Converter (GSC) of DFIG-based Wind Turbine (WT). According to the new grid codes the WT must be connected to grid during occurrences of faults. In this research work the Gauss-Newton (GN) algorithm is deployed for Fuzzy Logic Controller (FLC) and the system is enabled to control the different parameters (DC-link voltage, active and reactive power) during system disturbances. GN algorithm is an optimization technique for FLC replacing traditional Proportional-Integral (PI) controller. Whenever voltage swells occur on grid, the behavior of system becomes non-linear and the FLC based on GN algorithm is better observed technique. The theoretical modeling is carried out to understand FLC & GN algorithm in Matlab/Simulink. Furthermore, the simulation results demonstrates the effectiveness of the proposed controller.
机译:近来,双馈感应发电机(DFIG)由于其普及而在风力发电中使用,原因有以下几个(a)变速风力运行和(b)成本效益。但是,当电网发生故障时,机器会显示灵敏度。为了维持系统的稳定性,在电网不平衡运行期间需要较高的直流母线电压值。本文提出了一种基于DFIG的风力发电机(WT)的电网侧变流器(GSC)的新型控制策略。根据新的电网规范,WT必须在发生故障时连接到电网。在这项研究工作中,将高斯-牛顿(GN)算法部署到模糊逻辑控制器(FLC),并且使系统能够在系统扰动期间控制不同的参数(直流母线电压,有功功率和无功功率)。 GN算法是代替传统的比例积分(PI)控制器的FLC优化技术。每当电网上出现电压激增时,系统的行为就会变成非线性,基于GN算法的FLC是更好的观察技术。进行理论建模以了解Matlab / Simulink中的FLC和GN算法。此外,仿真结果证明了所提出控制器的有效性。

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