永磁同步电机的分数阶模糊反步控制器性能研究

Design of a fractional order fuzzy backstepping control for PMSM

  • 摘要: 为了提高永磁同步电机(permanent magnet synchronous motor, PMSM)矢量控制系统的响应速度和抗干扰能力,提出一种分数阶模糊反步控制方法(fractional order fuzzy backstepping control, FOFB),以保证永磁同步电机更好的控制性能。首先,根据反步控制的原理,对系统分解,并在每一步中利用模糊逻辑系统来逼近系统的未知部分。其次,引入分数阶理论并选取符合系统规律的Lyapunov函数,得出合适的控制律和参数自适应律。最后,分别对比例积分微分调节(proportional integral derivative, PID)、模糊PID(fuzzy PID, F-PID)、整数阶模糊反步法(integer order fuzzy backstepping control, IOFB)、分数阶模糊反步法(fractional order fuzzy backstepping, FOFB)控制下的PMSM进行仿真。仿真和试验结果表明,FOFB控制在转速突变过程中能够实现转速的实时跟踪。相较于其他控制策略,加入负载转矩FOFB的下降转速为40 r/min、超调量为4.7%时的响应性能更好、抗干扰能力更优,这证明了FOFB控制方法的合理性和有效性。

     

    Abstract: To obtain faster response speed and stronger anti-interference ability of vector control system of permanent magnet synchronous motor (PMSM), a fraction-order fuzzy backstepping control method (FOFB) is proposed in this paper to ensure better control performance of PMSM. Firstly, the system is decomposed according to the principle of backward step control, and a fuzzy logic system is used to approximate the unknown part of the system in each step. Secondly, the appropriate control law and parameter adaptive law are obtained by introducing the fractional order theory and selecting the Lyapunov function conforming to the law of the system. Finally, PMSM controlled by proportional integral derivative (PID), fuzzy PID (F-PID), integer order fuzzy backstepping control (IOFB) and fractional order fuzzy backstepping (FOFB) are simulated respectively. Simulation and experimental results show that FOFB control can realize real-time speed tracking in the process of speed sudden change. Compared with other control strategies, when the load torque FOFB is added, the response performance is better and the anti-interference ability is better when the descending speed is 40 r/min and the overshoot is 4.7%, which proves the rationality and effectiveness of the FOFB control method.

     

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