An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer

Serdar Ekinci; Davut Izci; H. Lale Zeynelgil; Sedat Orenc

doi:10.1109/ISMSIT50672.2020.9254597

An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer

Serdar Ekinci, Davut Izci, H. Lale Zeynelgil, Sedat Orenc

Elektrik Mühendisliği Bölümü

Batman University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

41 Atıf (Scopus)

Özet

An optimal design of power system stabilizer (PSS) in a single-machine infinite-bus power system using slime mould algorithm (SMA) is introduced in this paper. The parameter adjustment of PSS has been defined as an optimization problem and solved using SMA by minimizing a performance index based on the integral of time multiplied absolute error (ITAE). The performance of the designed SMA based PSS has been compared with the conventional PSS and grasshopper optimization algorithm (GOA) based PSS. The effectiveness of the proposed SMA based PSS in enhancing the dynamic stability of single-machine infinite-bus power system has been verified through convergence profile analysis, eigenvalue analysis and nonlinear simulations.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781728190907
DOI'lar	https://doi.org/10.1109/ISMSIT50672.2020.9254597
Yayın durumu	Yayınlandı - 22 Eki 2020
Etkinlik	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Istanbul, Turkey Süre: 22 Eki 2020 → 24 Eki 2020

Yayın serisi

Adı	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	22/10/20 → 24/10/20

Bibliyografik not

Publisher Copyright:
© 2020 IEEE.

Belgeye Erişim

10.1109/ISMSIT50672.2020.9254597

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Ekinci, S., Izci, D., Zeynelgil, H. L., & Orenc, S. (2020). An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer. In 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings Makale 9254597 (4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISMSIT50672.2020.9254597

Ekinci, Serdar ; Izci, Davut ; Zeynelgil, H. Lale et al. / An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer. 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings).

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title = "An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer",

abstract = "An optimal design of power system stabilizer (PSS) in a single-machine infinite-bus power system using slime mould algorithm (SMA) is introduced in this paper. The parameter adjustment of PSS has been defined as an optimization problem and solved using SMA by minimizing a performance index based on the integral of time multiplied absolute error (ITAE). The performance of the designed SMA based PSS has been compared with the conventional PSS and grasshopper optimization algorithm (GOA) based PSS. The effectiveness of the proposed SMA based PSS in enhancing the dynamic stability of single-machine infinite-bus power system has been verified through convergence profile analysis, eigenvalue analysis and nonlinear simulations.",

keywords = "parameter optimization, power system stability, power system stabilizer design, Slime mould algorithm",

author = "Serdar Ekinci and Davut Izci and Zeynelgil, {H. Lale} and Sedat Orenc",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 ; Conference date: 22-10-2020 Through 24-10-2020",

year = "2020",

month = oct,

day = "22",

doi = "10.1109/ISMSIT50672.2020.9254597",

language = "English",

series = "4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings",

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Ekinci, S, Izci, D, Zeynelgil, HL & Orenc, S 2020, An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer. in 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings., 9254597, 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020, Istanbul, Turkey, 22/10/20. https://doi.org/10.1109/ISMSIT50672.2020.9254597

An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer. / Ekinci, Serdar; Izci, Davut; Zeynelgil, H. Lale et al.
4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9254597 (4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer

AU - Ekinci, Serdar

AU - Izci, Davut

AU - Zeynelgil, H. Lale

AU - Orenc, Sedat

PY - 2020/10/22

Y1 - 2020/10/22

N2 - An optimal design of power system stabilizer (PSS) in a single-machine infinite-bus power system using slime mould algorithm (SMA) is introduced in this paper. The parameter adjustment of PSS has been defined as an optimization problem and solved using SMA by minimizing a performance index based on the integral of time multiplied absolute error (ITAE). The performance of the designed SMA based PSS has been compared with the conventional PSS and grasshopper optimization algorithm (GOA) based PSS. The effectiveness of the proposed SMA based PSS in enhancing the dynamic stability of single-machine infinite-bus power system has been verified through convergence profile analysis, eigenvalue analysis and nonlinear simulations.

AB - An optimal design of power system stabilizer (PSS) in a single-machine infinite-bus power system using slime mould algorithm (SMA) is introduced in this paper. The parameter adjustment of PSS has been defined as an optimization problem and solved using SMA by minimizing a performance index based on the integral of time multiplied absolute error (ITAE). The performance of the designed SMA based PSS has been compared with the conventional PSS and grasshopper optimization algorithm (GOA) based PSS. The effectiveness of the proposed SMA based PSS in enhancing the dynamic stability of single-machine infinite-bus power system has been verified through convergence profile analysis, eigenvalue analysis and nonlinear simulations.

KW - parameter optimization

KW - power system stability

KW - power system stabilizer design

KW - Slime mould algorithm

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AN - SCOPUS:85097666293

T3 - 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings

BT - 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020

Y2 - 22 October 2020 through 24 October 2020

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Ekinci S, Izci D, Zeynelgil HL, Orenc S. An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer. In 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9254597. (4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings). doi: 10.1109/ISMSIT50672.2020.9254597

An Application of Slime Mould Algorithm for Optimizing Parameters of Power System Stabilizer

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