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基于线性二次型调节器的增强型状态反馈控制器的永磁同步电动机速度控制动态分析

Dynamics analysis of permanent magnet synchronous motor speed control with enhanced state feedback controller using a linear quadratic regulator.

作者信息

Omeje Crescent Onyebuchi, Salau Ayodeji Olalekan, Eya Candidus Ugwoke

机构信息

Department of Electrical/Electronic Engineering, University of Port Harcourt, Rivers State, Nigeria.

Department of Electrical//Electronics and Computer Engineering, Afe Babalola University, Ado-Ekiti, Nigeria.

出版信息

Heliyon. 2024 Feb 10;10(4):e26018. doi: 10.1016/j.heliyon.2024.e26018. eCollection 2024 Feb 29.

Abstract

This paper presents a robust speed regulation and control of a permanent magnet synchronous motor (PMSM). A linear quadratic regulator (LQR) based state feedback controller was developed to achieve a successful suppression of periodic disturbance of speed and torque. Sliding mode observer in conjunction with the disturbance observer was deployed in the control of motor speed. Simulations were carried out based on two compared controllers such as the state feedback controller and the conventional proportional-integral-derivative (PID) controller to attenuate the noisy effects of the external disturbance. A comparative analysis of results showed that a robust as well as an improved speed and torque dynamic performance was achieved with the state feedback (SFC) controller. A reduced periodic disturbance with percentage steady state error values of 24.17% and 23.51% was obtained with the SFC controller as compared to 38.0% and 38.37% obtained using a PID controller. The Eigen values obtained from the derived state feedback matrix (K) based on Ackerman's rule proved that the entire system operation is controllable and the performance index is marginally stable. All simulations were performed using MATLAB/SIMULINK version 2021.

摘要

本文提出了一种永磁同步电机(PMSM)的鲁棒调速与控制方法。开发了一种基于线性二次调节器(LQR)的状态反馈控制器,以成功抑制速度和转矩的周期性干扰。在电机速度控制中采用了滑模观测器与干扰观测器相结合的方法。基于状态反馈控制器和传统比例积分微分(PID)控制器这两种比较控制器进行了仿真,以减弱外部干扰的噪声影响。结果的对比分析表明,状态反馈(SFC)控制器实现了鲁棒且改进的速度和转矩动态性能。与使用PID控制器获得的38.0%和38.37%相比,SFC控制器获得的周期性干扰减少,稳态误差百分比值分别为24.17%和23.51%。基于阿克曼规则从推导的状态反馈矩阵(K)获得的特征值证明整个系统运行是可控的,性能指标是边际稳定的。所有仿真均使用MATLAB/SIMULINK 2021版本进行。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a26e/10877355/867297cae719/gr2.jpg

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