Synthesis of Hybrid Fuzzy Logic Law for Stable Control of Magnetic Levitation System

Author:

Chiem Nguyen XuanORCID,Thang Le Tran

Abstract

In this paper, we present a method to design a hybrid fuzzy logic controller (FLC) for a magnetic levitation system (MLS) based on the linear feedforward control method combined with FLC. MLS has many applications in industry, transportation, but the system is strongly nonlinear and unstable at equilibrium. The fast response linear control law ensures that the ball is kept at the desired point, but does not remain stable at that point in the presence of noise or deviation from the desired position. The controller that combines linear feedforward control and FLC is designed to ensure ball stability and increase the system's fast-response when deviating from equilibrium and improve control quality. Simulation results in the presence of noise show that the proposed control law has a fast and stable effect on external noise. The advantages of the proposed controller are shown through the comparison results with conventional PID and FLC control laws.

Publisher

Universitas Muhammadiyah Yogyakarta

Subject

Artificial Intelligence,Control and Systems Engineering

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. GRU-ESO Strategy for a Distributed Coil Magnetically Levitated Planar Micromotor;Micromachines;2024-05-31

2. Controller Type-2 Fuzzy Logic – PSO Applied for Variable Speed Wind Turbines;2024 2nd International Conference on Electrical Engineering and Automatic Control (ICEEAC);2024-05-12

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