基于模型参考自适应的永磁同步直线电机模糊滑模控制

Yujie Zhao, Qingli Wang, Jinxue Xu, Chengyuan Wang
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引用次数: 14

摘要

为了满足高加速/高减速和高精度运动控制系统的要求,直驱直线电机作为主要运动执行器被广泛应用于现代运动控制系统,如机床,从大众运输到工厂自动化等。在这些应用中,永磁同步直线电机(PMSLM)由于其结构简单、易于制造和易于控制而得到越来越多的应用。使用PMSLM的优势在于,它可以通过减少机械部件来提供高性能的运动,但与传统的球组驱动不同,PMSLM系统消除了机械耦合、旋转到线性转换器和减速齿轮。因此,负载的任何变化或扰动都会直接反映回电机和控制系统,这将导致运动控制的大恶化。本文首先建立了PMSLM的模型;其次,结合模型参考自适应控制(MRAC)、滑模控制和模糊推理机制的优点,提出了基于模型参考自适应控制(MRAC)的模糊滑模控制方法。为了降低MRAC辨识的复杂性,在控制器设计中采用滑模控制(SMC),使PMSLM系统的响应能严格跟踪参考模态,对外部负载干扰和系统不确定性的敏感性较低。模糊控制的引入有效地减小了系统的抖振。仿真结果表明,该方法具有良好的跟踪特性,对外部负载干扰和系统不确定性具有较强的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Fuzzy Sliding Mode Control Based on Model Reference Adaptive Control for Permanent Magnet Synchronous Linear Motor
In order to meet the demands of high-acceleration/high-deceleration and high-precision motion control system, the direct-drive linear motor as the prime motion actuator is widely used in modern motion control systems such as machine tools, ranging from mass transportation to factory automation etc. Among these applications, permanent magnet synchronous linear motor (PMSLM) owing to their simple structure, easy of manufacture and simple control are more frequently used. The advantage of using PMSLM is that it can provide high performance motions with reduced mechanical components, but unlike conventional ball-crew drive, the PMSLM system eliminates the mechanical coupling, rotary-to-linear translators, and reduction gears. Therefore, any change or disturbance in the load will be directly reflected back to the motor and control system, which will cause large deterioration in motion control. In this paper, the model of PMSLM is established firstly; Secondly, a fuzzy sliding mode control based on model reference adaptive control (MRAC) for permanent magnet synchronous linear motor (PMSLM) system, which combines the merits of MRAC, the sliding-mode control and the fuzzy inference mechanism, is proposed. In order to reduce the complex identification of MRAC, the sliding mode control (SMC) is employed in the controller design, which makes the response of the PMSLM system can strictly track the reference mode, and is less sensitive to external load disturbance and the system uncertainties. The introduction of fuzzy control effectively minimized the chattering of SMC. At last, the result of simulation using proposed method is illustrated, which illuminate the proposed method has good tracking characteristic and strong robustness for external load disturbance and the system uncertainty.
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