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Study of Variable Pitch Control for Direct-drive Permanent Magnet Wind Turbines Based on Fuzzy Logic Algorithm

机译:基于模糊逻辑算法的直驱永磁风力发电机变桨控制研究

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摘要

Due to the complex structure of direct-drive permanent magnet wind turbines and the high nonlinearity of wind speed, the effect of the conventional PID variable pitch control to maintain the output power unchanged is often less than ideal when the wind speed is above the rated. This paper proposes a new pitch control method based on fuzzy logic algorithm, combining the fuzzy adaptive PID control with the fuzzy feed forward control after analyzing the operating characteristics of direct-drive permanent magnet wind turbines. The fuzzy adaptive PID controller can ensure the unit to have a better control result than the conventional PID controller at a wider range of wind speed. The fuzzy feed forward controller can improve the response rapidness of the variable pitch control system. The effectiveness and superiority of the proposed method are verified with the simulation of a 1.5 MW direct-drive permanent magnet wind turbines using PSCAD/EMTDC and MATLAB. The results show that the new compound variable pitch control method can effectively ensure the rapid response and stability of the wind turbines when the wind speed is above the rated.
机译:由于直驱式永磁风力涡轮机的复杂结构以及风速的高度非线性,当风速高于额定值时,传统的PID变桨距控制保持输出功率不变的效果通常不理想。在分析了直驱永磁风力发电机的运行特性之后,提出了一种基于模糊逻辑算法的变桨控制方法,将模糊自适应PID控制与模糊前馈控制相结合。与传统的PID控制器相比,在更大的风速范围内,模糊自适应PID控制器可以确保单元具有更好的控制效果。模糊前馈控制器可以提高变桨控制系统的响应速度。使用PSCAD / EMTDC和MATLAB对1.5 MW直驱式永磁风力发电机进行仿真,验证了该方法的有效性和优越性。结果表明,当风速高于额定值时,新的复合变桨控制方法可以有效地保证风力发电机的快速响应和稳定性。

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