Artificial electric field algorithm for determining controller parameters in avr system

Aysen Demiroren; Baran Hekimoglu; Serdar Ekinci; Serhat Kaya

doi:10.1109/IDAP.2019.8875972

Artificial electric field algorithm for determining controller parameters in avr system

Aysen Demiroren, Baran Hekimoglu, Serdar Ekinci, Serhat Kaya

Elektrik Mühendisliği Bölümü

Batman University

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

11 Atıf (Scopus)

Özet

The automatic voltage regulator (AVR) system is an important device that regulates the output voltage of synchronous generator. In this study, it is proposed to use the artificial electric field (AEF) algorithm to adjust the parameters of the proportional + integral + derivative (PID) controller in the AVR system. This algorithm is inspired by the electrostatic force in physics and is one of the most up-To-date meta-heuristic optimization algorithms. The aim of the proposed approach is to improve the step response of AVR system. The transient response performance of the proposed AEF-Tuned controller (AEF/PID) was compared with controllers based on some approaches found in literature, taking into account the values of the criteria such as maximum overshoot, settling time, rise time and peak time. The simulation results confirmed that the AEF/PID based AVR system has good potential due to its statistical data and transient response.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781728129327
DOI'lar	https://doi.org/10.1109/IDAP.2019.8875972
Yayın durumu	Yayınlandı - Eyl 2019
Etkinlik	2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019 - Malatya, Turkey Süre: 21 Eyl 2019 → 22 Eyl 2019

Yayın serisi

Adı	2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019

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

???event.eventtypes.event.conference???	2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019
Ülke/Bölge	Turkey
Şehir	Malatya
Periyot	21/09/19 → 22/09/19

Bibliyografik not

Publisher Copyright:
© 2019 IEEE.

Belgeye Erişim

10.1109/IDAP.2019.8875972

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Demiroren, A., Hekimoglu, B., Ekinci, S., & Kaya, S. (2019). Artificial electric field algorithm for determining controller parameters in avr system. In 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019 Makale 8875972 (2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IDAP.2019.8875972

Demiroren, Aysen ; Hekimoglu, Baran ; Ekinci, Serdar et al. / Artificial electric field algorithm for determining controller parameters in avr system. 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019).

@inproceedings{5fc6e2df95f34425b7564a6afc768430,

title = "Artificial electric field algorithm for determining controller parameters in avr system",

abstract = "The automatic voltage regulator (AVR) system is an important device that regulates the output voltage of synchronous generator. In this study, it is proposed to use the artificial electric field (AEF) algorithm to adjust the parameters of the proportional + integral + derivative (PID) controller in the AVR system. This algorithm is inspired by the electrostatic force in physics and is one of the most up-To-date meta-heuristic optimization algorithms. The aim of the proposed approach is to improve the step response of AVR system. The transient response performance of the proposed AEF-Tuned controller (AEF/PID) was compared with controllers based on some approaches found in literature, taking into account the values of the criteria such as maximum overshoot, settling time, rise time and peak time. The simulation results confirmed that the AEF/PID based AVR system has good potential due to its statistical data and transient response.",

keywords = "artificial electric field (AEF) algorithm, automatic voltage regulator, optimization, PID controller tuning",

author = "Aysen Demiroren and Baran Hekimoglu and Serdar Ekinci and Serhat Kaya",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019 ; Conference date: 21-09-2019 Through 22-09-2019",

year = "2019",

month = sep,

doi = "10.1109/IDAP.2019.8875972",

language = "English",

series = "2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019",

address = "United States",

}

Demiroren, A, Hekimoglu, B, Ekinci, S & Kaya, S 2019, Artificial electric field algorithm for determining controller parameters in avr system. in 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019., 8875972, 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019, Institute of Electrical and Electronics Engineers Inc., 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019, Malatya, Turkey, 21/09/19. https://doi.org/10.1109/IDAP.2019.8875972

Artificial electric field algorithm for determining controller parameters in avr system. / Demiroren, Aysen; Hekimoglu, Baran; Ekinci, Serdar et al.
2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8875972 (2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019).

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

TY - GEN

T1 - Artificial electric field algorithm for determining controller parameters in avr system

AU - Demiroren, Aysen

AU - Hekimoglu, Baran

AU - Ekinci, Serdar

AU - Kaya, Serhat

PY - 2019/9

Y1 - 2019/9

N2 - The automatic voltage regulator (AVR) system is an important device that regulates the output voltage of synchronous generator. In this study, it is proposed to use the artificial electric field (AEF) algorithm to adjust the parameters of the proportional + integral + derivative (PID) controller in the AVR system. This algorithm is inspired by the electrostatic force in physics and is one of the most up-To-date meta-heuristic optimization algorithms. The aim of the proposed approach is to improve the step response of AVR system. The transient response performance of the proposed AEF-Tuned controller (AEF/PID) was compared with controllers based on some approaches found in literature, taking into account the values of the criteria such as maximum overshoot, settling time, rise time and peak time. The simulation results confirmed that the AEF/PID based AVR system has good potential due to its statistical data and transient response.

AB - The automatic voltage regulator (AVR) system is an important device that regulates the output voltage of synchronous generator. In this study, it is proposed to use the artificial electric field (AEF) algorithm to adjust the parameters of the proportional + integral + derivative (PID) controller in the AVR system. This algorithm is inspired by the electrostatic force in physics and is one of the most up-To-date meta-heuristic optimization algorithms. The aim of the proposed approach is to improve the step response of AVR system. The transient response performance of the proposed AEF-Tuned controller (AEF/PID) was compared with controllers based on some approaches found in literature, taking into account the values of the criteria such as maximum overshoot, settling time, rise time and peak time. The simulation results confirmed that the AEF/PID based AVR system has good potential due to its statistical data and transient response.

KW - artificial electric field (AEF) algorithm

KW - automatic voltage regulator

KW - optimization

KW - PID controller tuning

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U2 - 10.1109/IDAP.2019.8875972

DO - 10.1109/IDAP.2019.8875972

M3 - Conference contribution

AN - SCOPUS:85074888872

T3 - 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019

BT - 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019

Y2 - 21 September 2019 through 22 September 2019

ER -

Demiroren A, Hekimoglu B, Ekinci S, Kaya S. Artificial electric field algorithm for determining controller parameters in avr system. In 2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8875972. (2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019). doi: 10.1109/IDAP.2019.8875972

Artificial electric field algorithm for determining controller parameters in avr system

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