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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier Ltd
2023
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40752/1/A%20fractional%20order%20PID%20tuning%20tool%20for%20automatic%20voltage%20regulator.pdf |
| _version_ | 1796996298539270144 |
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| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-04-09T03:52:16Z |
| format | Article |
| id | UMPir40752 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-04-09T03:52:16Z |
| publishDate | 2023 |
| publisher | Elsevier Ltd |
| record_format | dspace |
| spelling | UMPir407522024-03-25T06:24:23Z 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 |
| 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 |
| title | 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_short | 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 |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/40752/1/A%20fractional%20order%20PID%20tuning%20tool%20for%20automatic%20voltage%20regulator.pdf |
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