Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery

Cenk Andic; Sercan Ozumcan; Ali Ozturk; Belgin Turkay

doi:10.1109/GPECOM55404.2022.9815701

Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery

Cenk Andic, Sercan Ozumcan, Ali Ozturk, Belgin Turkay

Department of Electrical Engineering

Duzce University

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

8 Citations (Scopus)

Abstract

This paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.

Original language	English
Title of host publication	Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	307-310
Number of pages	4
ISBN (Electronic)	9781665469258
DOIs	https://doi.org/10.1109/GPECOM55404.2022.9815701
Publication status	Published - 2022
Event	4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022 - Cappadocia, Turkey Duration: 14 Jun 2022 → 17 Jun 2022

Publication series

Name	Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022

Conference

Conference	4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022
Country/Territory	Turkey
City	Cappadocia
Period	14/06/22 → 17/06/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Keywords

EV battery
honey badger algorithm
load frequency control
two-area power system

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/GPECOM55404.2022.9815701

Cite this

Andic, C., Ozumcan, S., Ozturk, A., & Turkay, B. (2022). Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery. In Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022 (pp. 307-310). (Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GPECOM55404.2022.9815701

Andic, Cenk ; Ozumcan, Sercan ; Ozturk, Ali et al. / Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery. Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 307-310 (Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022).

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title = "Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery",

abstract = "This paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.",

keywords = "EV battery, honey badger algorithm, load frequency control, two-area power system",

author = "Cenk Andic and Sercan Ozumcan and Ali Ozturk and Belgin Turkay",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022 ; Conference date: 14-06-2022 Through 17-06-2022",

year = "2022",

doi = "10.1109/GPECOM55404.2022.9815701",

language = "English",

series = "Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022",

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Andic, C, Ozumcan, S, Ozturk, A & Turkay, B 2022, Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery. in Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022. Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022, Institute of Electrical and Electronics Engineers Inc., pp. 307-310, 4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022, Cappadocia, Turkey, 14/06/22. https://doi.org/10.1109/GPECOM55404.2022.9815701

Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery. / Andic, Cenk; Ozumcan, Sercan; Ozturk, Ali et al.
Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 307-310 (Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022).

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

TY - GEN

T1 - Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery

AU - Andic, Cenk

AU - Ozumcan, Sercan

AU - Ozturk, Ali

AU - Turkay, Belgin

PY - 2022

Y1 - 2022

N2 - This paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.

AB - This paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.

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KW - load frequency control

KW - two-area power system

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DO - 10.1109/GPECOM55404.2022.9815701

M3 - Conference contribution

AN - SCOPUS:85134880314

T3 - Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022

SP - 307

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BT - Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022

Y2 - 14 June 2022 through 17 June 2022

ER -

Andic C, Ozumcan S, Ozturk A, Turkay B. Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery. In Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 307-310. (Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022). doi: 10.1109/GPECOM55404.2022.9815701

Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

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