Performance of grid interfaced doubly fed induction generator-wind turbine using fuzzy logic controller based on Gauss Newton algorithm under symmetrical and asymmetrical faults

Tahir Iqbal, Amjadullah, K. Zeb
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引用次数: 2

Abstract

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.
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基于高斯牛顿算法的模糊控制器在对称故障和不对称故障条件下的双馈感应发电机-风力发电机组并网性能研究
近年来,双馈感应发电机(DFIGs)在风力发电中得到了广泛应用,原因有两方面:(1)变速风力运行;(2)成本效益。但是,当电网发生故障时,机器表现出灵敏度。为了维持系统的稳定运行,在电网不平衡运行时需要有高的直流电压值。提出了一种新的dfig型风力发电机组电网侧变流器控制策略。根据新的网格编码,小波变换必须在故障发生时连接到网格。本研究将高斯-牛顿(GN)算法应用于模糊逻辑控制器(FLC),使系统能够在系统扰动时控制不同的参数(直流链路电压、有功功率和无功功率)。GN算法是一种取代传统比例积分(PI)控制器的FLC优化技术。当电网电压出现波动时,系统的行为就会变得非线性,因此基于GN算法的FLC是一种较好的观测技术。在Matlab/Simulink中对FLC和GN算法进行了理论建模。仿真结果验证了所提控制器的有效性。
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