Optimal fuzzy-immune fractional PID control scheme for path tracking of robot manipulator
Joint Authors
Shutnan, Wurud A.
Abd Allah, Turki Y.
Source
Basrah Journal for Engineering Sciences
Issue
Vol. 18, Issue 2 (31 Dec. 2018), pp.1-14, 14 p.
Publisher
University of Basrah College of Engineering
Publication Date
2018-12-31
Country of Publication
Iraq
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Abstract EN
This paper explains a new control structure based on the artificial immune system, Fuzzy and fractional order PID control schemes.
In this paper immune feedback control system, Fuzzy logic and fractional order control schemes will be combined and optimized using clonal selection algorithm.
Fuzzy-immune fractional order PID Control schemes will be used as a new controller for path tracking of the robot manipulator.
The performance of the proposed control scheme is compared with fuzzy-immune PID control schemes.
The parameters of fractional PID and conventional PID controllers are optimized using Clonal Selection Algorithm (CSA).
Simulation results state that optimal Fuzzy-immune fractional PID is better than optimal fuzzy-immune PID Control schemes for path tracking problem under the same condition.
All control schemes were tested using SIMULINK under MATLAB2014a.
Index Terms— Robot Manipulator, Fractional Order PID, Fuzzy Logic Controller, Immune Feedback Theory, Clonal Selection Algorithm.
American Psychological Association (APA)
Shutnan, Wurud A.& Abd Allah, Turki Y.. 2018. Optimal fuzzy-immune fractional PID control scheme for path tracking of robot manipulator. Basrah Journal for Engineering Sciences،Vol. 18, no. 2, pp.1-14.
https://search.emarefa.net/detail/BIM-946742
Modern Language Association (MLA)
Shutnan, Wurud A.& Abd Allah, Turki Y.. Optimal fuzzy-immune fractional PID control scheme for path tracking of robot manipulator. Basrah Journal for Engineering Sciences Vol. 18, no. 2 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-946742
American Medical Association (AMA)
Shutnan, Wurud A.& Abd Allah, Turki Y.. Optimal fuzzy-immune fractional PID control scheme for path tracking of robot manipulator. Basrah Journal for Engineering Sciences. 2018. Vol. 18, no. 2, pp.1-14.
https://search.emarefa.net/detail/BIM-946742
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 13-14
Record ID
BIM-946742