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

Department of Electrical Engineering

Batman University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

39 Citations (Scopus)

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.

Original language	English
Title of host publication	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728190907
DOIs	https://doi.org/10.1109/ISMSIT50672.2020.9254597
Publication status	Published - 22 Oct 2020
Event	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Istanbul, Turkey Duration: 22 Oct 2020 → 24 Oct 2020

Publication series

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

Conference

Conference	4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020
Country/Territory	Turkey
City	Istanbul
Period	22/10/20 → 24/10/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Keywords

parameter optimization
power system stability
power system stabilizer design
Slime mould algorithm

Access to Document

10.1109/ISMSIT50672.2020.9254597

Cite this

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 Article 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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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.",

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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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PY - 2020/10/22

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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.

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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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