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An AEFA-Based Optimum Design of Fuzzy PID Controller for Attitude Control Flywheel with BLDC Motor

机译:基于AEFA的BLDC电机姿态控制飞轮模糊PID控制器优化设计

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A new method for optimizing the fuzzy PID controller, based on an artificial electric field algorithm (AEFA), is proposed in this paper, aiming at improving the stability indicator of the Brushless DC (BLDC) motor for the small satellite attitude control flywheel. The BLDC motor is the basic part of the small satellite attitude control flywheel. In order to accurately control the attitude of the small satellite, a good motor control system is very important. Firstly, the mathematical model of the BLDC motor is established and the BLDC motor speed control system using traditional PID control is designed. Secondly, considering that the small satellite speed control system is a nonlinear system, a fuzzy PID control is designed to solve the shortcomings of the fixed parameters of the traditional PID control. Finally, we find that the control accuracy of the fuzzy PID control will change with the range of the input. Therefore, we introduce the AEFA to optimize fuzzy PID to achieve high-precision attitude control of small satellites. By simulating the BLDC motor system, the proposed fuzzy PID controller based on AEFA is compared with the traditional PID controller and the fuzzy PID controller. Results from different controllers show that the proposed control method could effectively reduce steady state error. In addition, the proposed fuzzy PID-AEFA controller has the better anti-jamming capability.
机译:该文提出一种基于人工电场算法(AEFA)的模糊PID控制器优化新方法,旨在提高小卫星姿态控制飞轮无刷直流(BLDC)电机的稳定性指标。BLDC电机是小型卫星姿态控制飞轮的基本部件。为了准确控制小卫星的姿态,一个好的电机控制系统非常重要。首先,建立了BLDC电机的数学模型,设计了采用传统PID控制的BLDC电机调速系统;其次,考虑到小卫星速度控制系统是非线性系统,设计了一种模糊PID控制,以解决传统PID控制固定参数的不足。最后,我们发现模糊PID控制的控制精度会随着输入范围的变化而变化。因此,我们引入AEFA来优化模糊PID,以实现对小卫星的高精度姿态控制。通过对BLDC电机系统进行仿真,将所提出的基于AEFA的模糊PID控制器与传统PID控制器和模糊PID控制器进行了对比。不同控制器的结果表明,所提控制方法可以有效降低稳态误差。此外,所提出的模糊PID-AEFA控制器具有更好的抗干扰能力。

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