African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators

African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators

In this paper, we present the African Buffalo Optimization (ABO) approach for the metaheuristic tuning of the Proportional, Integral & Derivative (PID) Controller parameters of Automatic Voltage Regulators in electrical power generation and transmission. ABO simulates the movement...

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Main Authors: Odili, Julius Beneoluchi, M. N. M., Kahar, Noraziah, Ahmad
Format: Article
Language:English
Published: United Kingdom Simulation Society 2016
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/1/paper45.pdf
id ump-19912
recordtype eprints
spelling ump-199122018-07-27T02:01:33Z http://umpir.ump.edu.my/id/eprint/19912/ African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators Odili, Julius Beneoluchi M. N. M., Kahar Noraziah, Ahmad QA75 Electronic computers. Computer science In this paper, we present the African Buffalo Optimization (ABO) approach for the metaheuristic tuning of the Proportional, Integral & Derivative (PID) Controller parameters of Automatic Voltage Regulators in electrical power generation and transmission. ABO simulates the movement of African Buffalos as they migrate from place to place all over Africa in search of grazing pastures. The buffalos use just two basic vocalizations, namely the waaa and the maaa to organize the entire herd in their migration and search for food a nd water. Though a recently-designed algorithm, the ABO has been effective and efficient in solving a number of search optimization problems. The highpoints of the ABO include its use of few parameters, constant interactions among the buffalos and the deployment of the exploration and exploitations mechanisms of the algorithm in every iteration. The simulation outcome of the application of ABO to tune the parameters of a PID-Controller parameters of Automatic Voltage Regulators has been very competitive when compared similar outcomes of other metaheuristics tuners: BFO-PID, PSO-PID, GA-PID, PID-PSO, PID Tuner and ACO-PID. United Kingdom Simulation Society 2016 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/19912/1/paper45.pdf Odili, Julius Beneoluchi and M. N. M., Kahar and Noraziah, Ahmad (2016) African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators. International Journal of Simulation: Systems, Science & Technology, 17 (33). 45.1-45.7. ISSN 1473-8031(Print); 1473-804x(Online) http://ijssst.info/Vol-17/No-33/paper45.pdf DOI: 10.5013/IJSSST.a.17.33.45
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Odili, Julius Beneoluchi
M. N. M., Kahar
Noraziah, Ahmad
African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
description In this paper, we present the African Buffalo Optimization (ABO) approach for the metaheuristic tuning of the Proportional, Integral & Derivative (PID) Controller parameters of Automatic Voltage Regulators in electrical power generation and transmission. ABO simulates the movement of African Buffalos as they migrate from place to place all over Africa in search of grazing pastures. The buffalos use just two basic vocalizations, namely the waaa and the maaa to organize the entire herd in their migration and search for food a nd water. Though a recently-designed algorithm, the ABO has been effective and efficient in solving a number of search optimization problems. The highpoints of the ABO include its use of few parameters, constant interactions among the buffalos and the deployment of the exploration and exploitations mechanisms of the algorithm in every iteration. The simulation outcome of the application of ABO to tune the parameters of a PID-Controller parameters of Automatic Voltage Regulators has been very competitive when compared similar outcomes of other metaheuristics tuners: BFO-PID, PSO-PID, GA-PID, PID-PSO, PID Tuner and ACO-PID.
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 African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_short African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_full African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_fullStr African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_full_unstemmed African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_sort african buffalo optimization algorithm for tuning parameters of a pid controller in automatic voltage regulators
publisher United Kingdom Simulation Society
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/
http://umpir.ump.edu.my/id/eprint/19912/1/paper45.pdf
first_indexed 2023-09-18T22:28:32Z
last_indexed 2023-09-18T22:28:32Z
_version_ 1777416129640136704

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