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

n 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 Buff...

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主要な著者: Odili, Julius Beneoluchi, M. N. M., Kahar, Noraziah, Ahmad
フォーマット: 論文
言語:English
English
出版事項: United Kingdom Simulation Society 2016
主題:
QA76 Computer software
オンライン･アクセス:http://umpir.ump.edu.my/id/eprint/18667/1/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators.pdf
http://umpir.ump.edu.my/id/eprint/18667/2/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators%201.pdf
http://umpir.ump.edu.my/id/eprint/18667/
http://ijssst.info/Vol-17/No-33/paper45.pdf
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spelling my.ump.umpir.186672021-10-06T23:49:45Z http://umpir.ump.edu.my/id/eprint/18667/ African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators Odili, Julius Beneoluchi M. N. M., Kahar Noraziah, Ahmad QA76 Computer software n 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 and 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, GAPID, PID-PSO, PID Tuner and ACO-PID. United Kingdom Simulation Society 2016 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18667/1/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18667/2/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators%201.pdf Odili, Julius Beneoluchi and M. N. M., Kahar and Noraziah, Ahmad (2016) African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators. International Journal of Simulation Systems, Science & Technology, 17 (33). pp. 1-7. ISSN 1473-8031(Print); 1473-804x (Online). (Published) http://ijssst.info/Vol-17/No-33/paper45.pdf DOI: 10.5013/IJSSST.a.17.33.45
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA76 Computer software
spellingShingle QA76 Computer software
Odili, Julius Beneoluchi
M. N. M., Kahar
Noraziah, Ahmad
African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
description n 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 and 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, GAPID, 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 Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_short African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_full African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_fullStr African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_full_unstemmed African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
title_sort african buffalo optimization strategy 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/18667/1/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators.pdf
http://umpir.ump.edu.my/id/eprint/18667/2/African%20Buffalo%20Optimization%20Strategy%20for%20Tuning%20Parameters%20of%20a%20PID%20Controller%20in%20Automatic%20Voltage%20Regulators%201.pdf
http://umpir.ump.edu.my/id/eprint/18667/
http://ijssst.info/Vol-17/No-33/paper45.pdf
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score 13.251813

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