PID and fuzzy logic controller design for balancing robot stabilization
Joint Authors
Muhammad, Husayn S.
Midhat, Bashshar Fatih
Rahim, Firas Abd al-Razzaq
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 18, Issue 1 (30 Apr. 2018), pp.1-10, 10 p.
Publisher
Publication Date
2018-04-30
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
This paper addresses the problem of position control and stabilization for the two wheeled balancing robot.
A mathematical model is derived based on the robot’s position and tilt angle and a fuzzy logic control is proposed for the balancing robot control.
The fuzzy logic controller performance is compared with a conventional PID controller to show the difference between them.
Both controllers were tested on the balancing robot in simulation using MATLAB software and the results were put together for a comparative point of view.
The simulations shows a relative advantage for the fuzzy logic controller over the conventional PID controller especially in reducing the time required for stabilization which takes about 2 seconds and almost without overshoot while in the PID case the robot will have about 10% overshoot in position and about 20 degrees in tilt angle.
American Psychological Association (APA)
Rahim, Firas Abd al-Razzaq& Midhat, Bashshar Fatih& Muhammad, Husayn S.. 2018. PID and fuzzy logic controller design for balancing robot stabilization. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 18, no. 1, pp.1-10.
https://search.emarefa.net/detail/BIM-840554
Modern Language Association (MLA)
Rahim, Firas Abd al-Razzaq…[et al.]. PID and fuzzy logic controller design for balancing robot stabilization. Iraqi Journal of Computer, Communications and Control Engineering Vol. 18, no. 1 (Apr. 2018), pp.1-10.
https://search.emarefa.net/detail/BIM-840554
American Medical Association (AMA)
Rahim, Firas Abd al-Razzaq& Midhat, Bashshar Fatih& Muhammad, Husayn S.. PID and fuzzy logic controller design for balancing robot stabilization. Iraqi Journal of Computer, Communications and Control Engineering. 2018. Vol. 18, no. 1, pp.1-10.
https://search.emarefa.net/detail/BIM-840554
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 9-10
Record ID
BIM-840554