Abstract
This paper presents a robust and efficient way of tuning PID controller using different variants of differential evolution (DE) algorithms for antenna positioning system. 20 DE variants were implemented out of which DE/rand/1/bin appear to be more promising in addressing this problem with peak overshot of 0.0052, rise time of 0.01sec, and settling time of 0.01sec. This has an overall cost or objective fitness function of 0.0162. The second best optimizer is DE/best/1/exp.
Keywords
Differential evolution algorithms, PID controller, Step response, Ziegler–Nichols tuning method, optimization, objective fitness function.
Citations
IRE Journals:
Sunday Iliya , Felix Egbujo , Olurotimi Olakunle Awodiji , Philip Omolaye
"Differential Evolution Based PID Antenna Position Control System" Iconic Research And Engineering Journals Volume 6 Issue 12 2023 Page 601-606
IEEE:
Sunday Iliya , Felix Egbujo , Olurotimi Olakunle Awodiji , Philip Omolaye
"Differential Evolution Based PID Antenna Position Control System" Iconic Research And Engineering Journals, 6(12)
About IRE Journals
IRE Journals is an open access online journals established with an aim to publish high quality of research work in various diciplines. We have more than 6 years in publications. Over 2500+ papers already published.
Important Links
For Authors
Volume 7:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 6:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 5:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 4:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 3:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12