Controller design for magnetic levitation system using swarm intelligence technique

S. Mishra, C. Das
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Abstract

This paper employs the design of controllers for magnetic levitation system (Maglev) in Simulink as well as real-time. Since Maglev is one of the most nonlinear and unstable system, which has to be linearized at an equilibrium point. So for obtaining a linearized transfer function model, local linearization around that equilibrium point (−1.5V) has been performed. In this article, the integral-tilted derivative (I-TD) controller design has been imposed for the Maglev system and its execution is contrasted with conventional tilted integral derivative (TID) controller. In this paper, parameters of TID controller have been tuned through particle swarm optimization (PSO) and those optimized values have been implemented for I-TD controller. The performance of TID and I-TD controller is compared and investigated. The results show the predominance of I-TD controller over TID controller regarding peak overshoot, phase and gain margin. The settling time remains practically unchanged in both the cases.
基于群体智能技术的磁悬浮系统控制器设计
本文采用Simulink和实时技术对磁悬浮系统的控制器进行设计。由于磁悬浮系统是最非线性和最不稳定的系统之一,必须在平衡点处进行线性化。因此,为了获得线性化的传递函数模型,在平衡点(−1.5V)周围进行了局部线性化。本文提出了磁悬浮系统的积分-倾斜导数(I-TD)控制器设计,并与传统的倾斜积分导数(TID)控制器进行了对比。本文采用粒子群算法(PSO)对TID控制器的参数进行了优化,并将优化后的参数应用于I-TD控制器。对TID和I-TD控制器的性能进行了比较和研究。结果表明,在峰值超调、相位和增益裕度方面,I-TD控制器优于TID控制器。在这两种情况下,沉降时间几乎保持不变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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