Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization

Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization

In this paper, an attempt is made to apply the African Buffalo Optimization (ABO) to tune the parameters of a PID controller for an effective Automatic Voltage Regulator (AVR). Existing metaheuristic tuning methods have been proven to be quite successful but there were observable areas that need imp...

Full description

Bibliographic Details
Main Authors: Odili, Julius Beneoluchi, M. N. M., Kahar, Noraziah, Ahmad
Format: Article
Language:English
Published: Public Library of Science 2017
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/1/fskkp-2017-odili-Parameters-tuning%20of%20PID.pdf
id ump-17720
recordtype eprints
spelling ump-177202018-07-27T01:59:38Z http://umpir.ump.edu.my/id/eprint/17720/ Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization Odili, Julius Beneoluchi M. N. M., Kahar Noraziah, Ahmad QA76 Computer software In this paper, an attempt is made to apply the African Buffalo Optimization (ABO) to tune the parameters of a PID controller for an effective Automatic Voltage Regulator (AVR). Existing metaheuristic tuning methods have been proven to be quite successful but there were observable areas that need improvements especially in terms of the system’s gain overshoot and steady steady state errors. Using the ABO algorithm where each buffalo location in the herd is a candidate solution to the Proportional-Integral-Derivative parameters was very helpful in addressing these two areas of concern. The encouraging results obtained from the simulation of the PID Controller parameters-tuning using the ABO when compared with the performance of Genetic Algorithm PID (GA-PID), Particle-Swarm Optimization PID (PSO-PID), Ant Colony Optimization PID (ACO-PID), PID, Bacteria-Foraging Optimization PID (BFO-PID) etc makes ABO-PID a good addition to solving PID Controller tuning problems using metaheuristics. Public Library of Science 2017 Article PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/17720/1/fskkp-2017-odili-Parameters-tuning%20of%20PID.pdf Odili, Julius Beneoluchi and M. N. M., Kahar and Noraziah, Ahmad (2017) Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization. PLoS ONE, 12 (4). pp. 1-17. ISSN 1932-6203 https://doi.org/10.1371/journal.pone.0175901 doi: 10.1371/journal.pone.0175901
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Odili, Julius Beneoluchi
M. N. M., Kahar
Noraziah, Ahmad
Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
description In this paper, an attempt is made to apply the African Buffalo Optimization (ABO) to tune the parameters of a PID controller for an effective Automatic Voltage Regulator (AVR). Existing metaheuristic tuning methods have been proven to be quite successful but there were observable areas that need improvements especially in terms of the system’s gain overshoot and steady steady state errors. Using the ABO algorithm where each buffalo location in the herd is a candidate solution to the Proportional-Integral-Derivative parameters was very helpful in addressing these two areas of concern. The encouraging results obtained from the simulation of the PID Controller parameters-tuning using the ABO when compared with the performance of Genetic Algorithm PID (GA-PID), Particle-Swarm Optimization PID (PSO-PID), Ant Colony Optimization PID (ACO-PID), PID, Bacteria-Foraging Optimization PID (BFO-PID) etc makes ABO-PID a good addition to solving PID Controller tuning problems using metaheuristics.
format Article
author Odili, Julius Beneoluchi
M. N. M., Kahar
Noraziah, Ahmad
author_facet Odili, Julius Beneoluchi
M. N. M., Kahar
Noraziah, Ahmad
author_sort Odili, Julius Beneoluchi
title Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
title_short Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
title_full Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
title_fullStr Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
title_full_unstemmed Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
title_sort parameters-tuning of pid controller for automatic voltage regulators using the african buffalo optimization
publisher Public Library of Science
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/
http://umpir.ump.edu.my/id/eprint/17720/1/fskkp-2017-odili-Parameters-tuning%20of%20PID.pdf
first_indexed 2023-09-18T22:24:38Z
last_indexed 2023-09-18T22:24:38Z
_version_ 1777415884647694336

Similar Items