Effective design of Load Frequency Controller for a Single Area System using Sailfish Optimization Algorithm
This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of...
Uloženo v:
| Vydáno v: | 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0 s. 1 - 8 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
09.04.2025
|
| Témata: | |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of the frequency deviation as the objective function during the optimization process. The system's frequency response is evaluated under three scenarios: without a controller, with a controller from the literature, and with the proposed SFO-PID controller. Performance metrics, including rise time, settling time, peak time, and undershoot, are analyzed to compare the step response in each case. Results indicate that the proposed SFO-PID controller significantly improves system performance, achieving faster and more stable frequency regulation, thereby demonstrating its efficacy for LFC in power systems. |
|---|---|
| AbstractList | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller optimized through the Sailfish Optimization Algorithm (SFO). The PID controller parameters are fine-tuned using the integral square error (ISE) of the frequency deviation as the objective function during the optimization process. The system's frequency response is evaluated under three scenarios: without a controller, with a controller from the literature, and with the proposed SFO-PID controller. Performance metrics, including rise time, settling time, peak time, and undershoot, are analyzed to compare the step response in each case. Results indicate that the proposed SFO-PID controller significantly improves system performance, achieving faster and more stable frequency regulation, thereby demonstrating its efficacy for LFC in power systems. |
| Author | Lalwani, M. Sambariya, Shuhangi Sambariya, D. K. |
| Author_xml | – sequence: 1 givenname: Shuhangi surname: Sambariya fullname: Sambariya, Shuhangi email: ssambariya@yahoo.com organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 – sequence: 2 givenname: M. surname: Lalwani fullname: Lalwani, M. email: mlalwani@rtu.ac.in organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 – sequence: 3 givenname: D. K. surname: Sambariya fullname: Sambariya, D. K. email: dksambariya@rtu.ac.in organization: Rajasthan Technical University,Department of Electrical Engg.,Kota,Rajasthan,India,324010 |
| BookMark | eNo1kL1OwzAURo0EA5S-AcN9gRT_1Ek9RlELSBUZmr1y4-vWkmMXx0UKT08RMJ1PZ_iG80BuQwxICDC6YIyq57Zr2vdSVny14JTLH1lRRdUNmatKrYRgUkhR0nvi19Zin90ngsHRHQNEC9uoDWwSflww9BM0MeQUvccENibQsHPh6BHqhNc9jRkHuIxXBzvtvHXjCdpzdoP70tnFALU_xuTyaXgkd1b7Eed_nJFus-6a12Lbvrw19bZwSuSC96qncqk0p8h4ZVjFS6O44Mxoo8UBLa6Q9mW_tEJidSiZXB6MUloKzblmYkaefm8dIu7PyQ06Tfv_BuIbd9JYcQ |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/OTCON65728.2025.11070909 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE Electronic Library (IEL) IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| EISBN | 9798331535360 |
| EndPage | 8 |
| ExternalDocumentID | 11070909 |
| Genre | orig-research |
| GroupedDBID | 6IE 6IL CBEJK RIE RIL |
| ID | FETCH-LOGICAL-i93t-2c9c0549a20e127d1726d92321dada3befe8e0c6c4f35e7b6154bd99a53a22a13 |
| IEDL.DBID | RIE |
| IngestDate | Wed Aug 20 06:20:59 EDT 2025 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-i93t-2c9c0549a20e127d1726d92321dada3befe8e0c6c4f35e7b6154bd99a53a22a13 |
| PageCount | 8 |
| ParticipantIDs | ieee_primary_11070909 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-April-9 |
| PublicationDateYYYYMMDD | 2025-04-09 |
| PublicationDate_xml | – month: 04 year: 2025 text: 2025-April-9 day: 09 |
| PublicationDecade | 2020 |
| PublicationTitle | 2025 4th OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0 |
| PublicationTitleAbbrev | OTCON |
| PublicationYear | 2025 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| Score | 1.904808 |
| Snippet | This paper presents a load-frequency control (LFC) strategy for a single-area power system, utilizing a proportional-integral-derivative (PID) controller... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 1 |
| SubjectTerms | Frequency control Frequency response Linear programming Load frequency Optimization PD control Performance metrics PID Controller Power systems Sailfish Optimization Algorithm Single-Area Power System System performance Technological innovation Time-frequency analysis |
| Title | Effective design of Load Frequency Controller for a Single Area System using Sailfish Optimization Algorithm |
| URI | https://ieeexplore.ieee.org/document/11070909 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09a8MwEBVt6dCpLU3pNzd0dWJLtmWNITR0KEkgGbIFfZwTgxMXxyn031eSk5YOHboJISE4wd076b07Qp4Vz6wLzNOAZbEOXJejQGSYB6hVzDMWqohp32yCj0bZfC4me7G618IgoiefYdcN_V--qfTOPZX1XK4SCifXO-Y8bcVaB3ZOKHrj2WA8ShNOHWWLJt3D8l-NU3zcGJ7_88QL0vlR4MHkO7ZckiPcXJGyLTVs_RMYT7yAKoe3ShoY1i0j-hMGLfW8xBosHAUJU7u_ROhbcAhteXJwXPclTGVR5sV2BWPrNdZ7OSb0y2VVF81q3SGz4cts8BrsuyUEhWBNQLXQFn4JSUOMKDcWmKTGojcaGWkkU5hjhqFOdZyzBLmySCZWRgiZMEmpjNg1OdlUG7whkChpIqYExkbEUqNNiSKlbGKlRKhYKm9Jx1lq8d7Ww1gcjHT3x_w9OXP34fku4oGcNPUOH8mp_miKbf3kb_ELAeyhFA |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA5SBT2pWPFtDl633U2yjxxLsVSs20L30FvJY7Zd2HZluxX89ya7reLBg7cQCIEZmPkm-b4ZhJ5kGJkQmAYOjZhy7JQjh0eQOqAkCyPqSo-qethEGMfRbMYnO7F6rYUBgJp8Bh27rP_ydaG29qmsa2sVl1u53qHPGHEbudaen-Py7jjpj-PAD4klbRG_sz_wa3RKnTkGp_-88wy1fzR4ePKdXc7RAawvUN40GzYRCuuaeoGLFI8KofGgbDjRn7jfkM9zKLEBpFjgqTmfA-4ZeIibBuXYst0XeCqyPM02Szw2cWO1E2TiXr4oyqxartooGTwn_aGzm5fgZJxWDlFcGQDGBXHBI6E20CTQBr8RTwstqIQUInBVoFhKfQilwTJMas6FTwUhwqOXqLUu1nCFsC-F9qjkwDRnQoEpijwpTWkluStpIK5R21pq_t50xJjvjXTzx_4jOh4mb6P56CV-vUUn1jc1-4XfoVZVbuEeHamPKtuUD7VHvwCN4qRb |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2025+4th+OPJU+International+Technology+Conference+%28OTCON%29+on+Smart+Computing+for+Innovation+and+Advancement+in+Industry+5.0&rft.atitle=Effective+design+of+Load+Frequency+Controller+for+a+Single+Area+System+using+Sailfish+Optimization+Algorithm&rft.au=Sambariya%2C+Shuhangi&rft.au=Lalwani%2C+M.&rft.au=Sambariya%2C+D.+K.&rft.date=2025-04-09&rft.pub=IEEE&rft.spage=1&rft.epage=8&rft_id=info:doi/10.1109%2FOTCON65728.2025.11070909&rft.externalDocID=11070909 |