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A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm

The fractional-order proportional-integral-derivative (FOPID) controller stands as a widely embraced choice for the task of automatic voltage regulation (AVR) when it comes to maintaining the voltage output of synchronous generators. Nevertheless, fine-tuning the FOPID controller presents a formidab...

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Main Authors: Mohd Zaidi, Mohd Tumari, Mohd Ashraf, Ahmad, Muhammad Ikram, Mohd Rashid
Format: Article
Language:English
Published: Elsevier Ltd 2023
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/40752/1/A%20fractional%20order%20PID%20tuning%20tool%20for%20automatic%20voltage%20regulator.pdf
http://umpir.ump.edu.my/id/eprint/40752/
https://doi.org/10.1016/j.egyr.2023.10.044
https://doi.org/10.1016/j.egyr.2023.10.044
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spelling my.ump.umpir.407522024-03-25T06:24:23Z http://umpir.ump.edu.my/id/eprint/40752/ A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm Mohd Zaidi, Mohd Tumari Mohd Ashraf, Ahmad Muhammad Ikram, Mohd Rashid TK Electrical engineering. Electronics Nuclear engineering The fractional-order proportional-integral-derivative (FOPID) controller stands as a widely embraced choice for the task of automatic voltage regulation (AVR) when it comes to maintaining the voltage output of synchronous generators. Nevertheless, fine-tuning the FOPID controller presents a formidable challenge, mainly because it possesses five tuning gains, in contrast to the conventional PID controller, which has three gains. Consequently, this paper introduces a novel tuning tool tailored to the AVR system by utilizing the marine predators algorithm (MPA). To gauge the effectiveness of the proposed approach, two key evaluation criteria are employed: step response analysis and trajectory tracking analysis. The results of this research reveal that the MPA-FOPID controller demonstrates exceptional performance criteria, notably enhancing the AVR transient response in comparison to other FOPID controllers optimized through recent metaheuristic algorithms. Elsevier Ltd 2023-11 Article PeerReviewed pdf en cc_by_nc_nd_4 http://umpir.ump.edu.my/id/eprint/40752/1/A%20fractional%20order%20PID%20tuning%20tool%20for%20automatic%20voltage%20regulator.pdf Mohd Zaidi, Mohd Tumari and Mohd Ashraf, Ahmad and Muhammad Ikram, Mohd Rashid (2023) A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm. Energy Reports, 9 (12). 416 -421. ISSN 2352-4847. (Published) https://doi.org/10.1016/j.egyr.2023.10.044 https://doi.org/10.1016/j.egyr.2023.10.044
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
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd Zaidi, Mohd Tumari
Mohd Ashraf, Ahmad
Muhammad Ikram, Mohd Rashid
A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
description The fractional-order proportional-integral-derivative (FOPID) controller stands as a widely embraced choice for the task of automatic voltage regulation (AVR) when it comes to maintaining the voltage output of synchronous generators. Nevertheless, fine-tuning the FOPID controller presents a formidable challenge, mainly because it possesses five tuning gains, in contrast to the conventional PID controller, which has three gains. Consequently, this paper introduces a novel tuning tool tailored to the AVR system by utilizing the marine predators algorithm (MPA). To gauge the effectiveness of the proposed approach, two key evaluation criteria are employed: step response analysis and trajectory tracking analysis. The results of this research reveal that the MPA-FOPID controller demonstrates exceptional performance criteria, notably enhancing the AVR transient response in comparison to other FOPID controllers optimized through recent metaheuristic algorithms.
format Article
author Mohd Zaidi, Mohd Tumari
Mohd Ashraf, Ahmad
Muhammad Ikram, Mohd Rashid
author_facet Mohd Zaidi, Mohd Tumari
Mohd Ashraf, Ahmad
Muhammad Ikram, Mohd Rashid
author_sort Mohd Zaidi, Mohd Tumari
title A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
title_short A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
title_full A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
title_fullStr A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
title_full_unstemmed A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm
title_sort fractional order pid tuning tool for automatic voltage regulator using marine predators algorithm
publisher Elsevier Ltd
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/40752/1/A%20fractional%20order%20PID%20tuning%20tool%20for%20automatic%20voltage%20regulator.pdf
http://umpir.ump.edu.my/id/eprint/40752/
https://doi.org/10.1016/j.egyr.2023.10.044
https://doi.org/10.1016/j.egyr.2023.10.044
_version_ 1822924205940801536
score 13.232389

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