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Comparative study between PI and FUZZY logic controller in vector controlled five-phase PMSG based variable-speed wind turbine

机译:基于矢量控制五相PMSG变速风力发电机的PI与FUZZY逻辑控制器的比较研究

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This paper presents a fuzzy logic controller (FLC) to control a five-phase permanent-magnet synchronous generator based wind turbine during wind speed variations. With the advent of the field oriented control, it is possible to make the five-phase PMSG operate like a DC machine in high performance applications. The PI Controller is preferred in many cases as a speed controller, since it offers a fixed gain and integral time constant, but the performance can be affected by parameters variation, such as wind speed changing. Also, the conventional controller makes more torque ripple. To avoid this trouble, FUZZY logic controller can be used to improve the studied control. In this simulation, there is two loops of control, the first is the outer loop named speed control loop, the second is an inner loop which is known as the current loop. The efficiency of the proposed FLC is simulated and compared to a conventional PI by using MATLAB/Simulink environment, to confirm the superiority of the Fuzzy logic, and its possibility to enhance the control performance, under parameters variation.
机译:本文提出了一种模糊逻辑控制器(FLC),用于在风速变化期间控制基于五相永磁同步发电机的风力发电机。随着磁场定向控制的出现,可以使五相PMSG在高性能应用中像直流电机一样运行。在许多情况下,PI控制器是速度控制器的首选,因为它提供固定的增益和积分时间常数,但是性能可能会受参数变化(例如风速变化)的影响。而且,常规控制器产生更大的转矩脉动。为了避免这种麻烦,可以使用FUZZY逻辑控制器来改进研究的控制。在此仿真中,有两个控制回路,第一个是称为速度控制回路的外部回路,第二个是称为电流回路的内部回路。仿真了所提出的FLC的效率,并通过使用MATLAB / Simulink环境将其与常规PI进行了比较,以确认模糊逻辑的优越性,以及在参数变化的情况下提高控制性能的可能性。

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