Antenna Azimuth Position Control Using Fractional Order PID Controller Based on Genetic Algorithm

Author:

Mahmood Ali,Almaged Mohammed,Abdulla Abdulla I.

Abstract

Abstract This work shows the design procedure of fractional-order proportional–integral-derivative (FOPID) controllers for an antenna azimuth position system based on genetic algorithm optimization approach. FOPID controllers are considered as a special type of the classical PID controller in which the derivative and integral elements have orders of fractions between zero and one. Therefore, FOPID controllers comprise two additional variables ( μ and λ ) in comparison with the typical PID controller. The FOPID is designed to control the azimuth angle of the antenna. Genetic algorithm (GA) will be employed to find an optimal value for the five FOPID controller’s gains using different type of fitness function including mean square error (MSE), integral square error (ISE) and integral time square error (ITSE). The achieved results exhibit an excellent steady and transient state performance of system, for instant fast settling and rise times as well as low present of peak overshoot.

Publisher

IOP Publishing

Subject

General Medicine

Reference14 articles.

1. Design of a fractional order PID controller with application to an induction motor drive;Saleem;Turkish Journal of Electrical Engineering & Computer Sciences,2018

2. Fractional order based on genetic algorithm PID controller for controlling the speed of DC motors;Ibrahim Khather;International Journal of Engineering & Technology,2018

3. Improving integral square error performance with implementable fractional-order PI controllers;Rahimian;Optimal Control Applications and Methods,2014

4. PID controllers: Recent tuning methods and design to specification;Cominos;IEE Proceedings-Control Theory and Applications,2002

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