DESIGN OF PID CONTROLLER FOR NONLINEAR MAGNETIC LEVITATION SYSTEM USING FUZZY-TUNING APPROACH

被引:0
|
作者
Ismail, Laith S. [1 ,2 ]
Lupu, Ciprian [1 ]
Alshareefi, Hamid [1 ]
Luu, Duc Lich [1 ,3 ]
机构
[1] Univ Politehn Bucuresti, Dept Automat Control, Bucharest, Romania
[2] Al Turath Univ Collage, Comp Technol Engn Dept, Baghdad, Iraq
[3] Vinh Univ Technol Educ, Fac Mech Dynam, Nghe An, Vietnam
关键词
Magnetic Levitation System; Fuzzy MID tuning; Matlab implementation; Maglev System Dynamics and Modeling; Real time implementation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a dynamic model of a magnetic levitation system (Maglev) and suggests a Fuzzy Tuning of a proportional integral-derivative controller (PID) that uses a fuzzy approach system to determine the PID controller's settings. The controller allows a steel ball to be suspended in free fall in the chosen position in reference to the electromagnet bottom end. The electromagnet levitation system can be controlled with a traditional PID controller, however because of the highly nonlinear of this system, it is unpredictable in the case of load and air gap changes. The fuzzy rules are developed to fuzzy tune PID while considering the control response and behavior of the system to find a solution to this problem. This paper shows excellent stability, rising time, settling time overshoot, and robust response results. The results reveal that this fuzzy PID controller solution can stabilize the ball's location and has strong disturbance rejection. The real time platform is designed for educational laboratory and test all the proposed control systems
引用
收藏
页码:45 / 62
页数:18
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