PID TUNING WITH UP-TO-DATE METAHEURISTIC ALGORITHMS
Abstract
design. In recent years, metaheuristic algorithms also have been used to tuning the PID coefficients. In this study, an interactive graphical user interface program was designed, which makes the design of PID type controllers with six up-to-date metaheuristic algorithms according to different performance criteria. The controller coefficients can be tuned easily, quickly and effectively with this software tool that performs single or comparative designs, provides numerical and graphical solutions, and enables detailed analysis and synthesis.
Keywords
References
- 1. Abualigah, L., Diabat, A., Mirjalili, S., Elaziz, M.A., Gandomi, A.H. (2021a) The Arithmetic optimization algorithm, Computer Methods in Applied Mechanics and Engineering, 376, Art no. 113609. doi: https://doi.org/10.1016/j.cma.2020.113609
- 2. Abualigah, L., Yousri, D., Elaziz, M.A., Ewees, A.A., Al-qaness, M.A.A., Gandomi, A.H. (2021b) Aquila optimizer: A novel meta-heuristic optimization algorithm, Computers & Industrial Engineering, 157, Art no. 107250. doi: https://doi.org/10.1016/j.cie.2021.107250
- 3. Abushawish, A., Hamadeh, M., Nassif, A.B. (2020) PID Controller gains tuning using metaheuristic optimization methods: A survey, International Journal of Computers, 14, 87-95. doi: http://doi.org/10.46300/9108.2020.14.14
- 4. Alsattar, H.A., Zaidan, A.A., Zaidan, B.B. (2020) Novel meta-heuristic bald eagle search optimisation algorithm, Artificial Intelligence Review, 53, 2237-2264. doi: https://doi.org/10.1007/s10462-019-09732-5
- 5. Control Tutorials for MATLAB and Simulink (CTMS), (2022). Access address: https://ctms.engin.umich.edu/CTMS/index.php?example=Introduction§ion=ControlPID (Accessed in: 01.02.2022)
- 6. Dhiman, G., Kumar, V. (2019) Seagull optimization algorithm: Theory and its applications for large-scale industrial engineering problems, Knowledge-Based Systems, 165, 169-196. doi: https://doi.org/10.1016/j.knosys.2018.11.024
- 7. Golnaraghi, F., Kuo, B.C (2009) Automatic Control Systems, 9th ed., John Wiley & Sons, USA.
- 8. Hashim, F.A., Hussain, K., Houssein, E.H., Mabrouk, M.S., Al-Atabany, W. (2021) Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems, Applied Intelligence, 51, 1531-1551. doi: https://doi.org/10.1007/s10489-020-01893-z
Details
Primary Language
English
Subjects
Electrical Engineering
Journal Section
Research Article
Authors
Publication Date
August 31, 2022
Submission Date
March 21, 2022
Acceptance Date
May 23, 2022
Published in Issue
Year 2022 Volume: 27 Number: 2
Cited By
Trajectory Tracking Control Using Evolutionary Approaches for Autonomous Driving
International Journal of Automotive Science and Technology
https://doi.org/10.30939/ijastech..1354082