HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System

Davut Izci; Serdar Ekinci; Aysen Demiroren; John Hedley

doi:10.1109/HORA49412.2020.9152897

HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System

Davut Izci, Serdar Ekinci, Aysen Demiroren, John Hedley

Elektrik Mühendisliği Bölümü

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

39 Atıf (Scopus)

Özet

In this study, Harris hawks optimization (HHO) algorithm has been proposed as a novel meta-heuristic algorithm to achieve optimal parameters of a PID controller adopted for aircraft pitch control system. To evaluate the performance of the proposed approach, comparative analyses have been performed using statistical analysis along with time and frequency domain analyses. Other recent and effective meta-heuristic algorithms based PID controllers such as salp swarm algorithm (SSA) tuned and atom search optimization (ASO) algorithm tuned PID controllers were chosen for comparison to verify the effectiveness of HHO tuned PID controller. The comparisons have confirmed the better performance of the proposed HHO tuned PID controller over other mechanisms for controlling the pitch angle of an aircraft.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781728193526
DOI'lar	https://doi.org/10.1109/HORA49412.2020.9152897
Yayın durumu	Yayınlandı - Haz 2020
Etkinlik	2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020 - Ankara, Turkey Süre: 26 Haz 2020 → 27 Haz 2020

Yayın serisi

Adı	HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings

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

???event.eventtypes.event.conference???	2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020
Ülke/Bölge	Turkey
Şehir	Ankara
Periyot	26/06/20 → 27/06/20

Bibliyografik not

Publisher Copyright:
© 2020 IEEE.

Belgeye Erişim

10.1109/HORA49412.2020.9152897

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Izci, D., Ekinci, S., Demiroren, A., & Hedley, J. (2020). HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System. In HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings Makale 9152897 (HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/HORA49412.2020.9152897

Izci, Davut ; Ekinci, Serdar ; Demiroren, Aysen et al. / HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System. HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings).

@inproceedings{bcf6c2e9fa5846d2971967cc1bbd8e11,

title = "HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System",

abstract = "In this study, Harris hawks optimization (HHO) algorithm has been proposed as a novel meta-heuristic algorithm to achieve optimal parameters of a PID controller adopted for aircraft pitch control system. To evaluate the performance of the proposed approach, comparative analyses have been performed using statistical analysis along with time and frequency domain analyses. Other recent and effective meta-heuristic algorithms based PID controllers such as salp swarm algorithm (SSA) tuned and atom search optimization (ASO) algorithm tuned PID controllers were chosen for comparison to verify the effectiveness of HHO tuned PID controller. The comparisons have confirmed the better performance of the proposed HHO tuned PID controller over other mechanisms for controlling the pitch angle of an aircraft.",

keywords = "Harris hawks optimization, PID controller, atom search optimization, pitch control system, salp swarm algorithm",

author = "Davut Izci and Serdar Ekinci and Aysen Demiroren and John Hedley",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020 ; Conference date: 26-06-2020 Through 27-06-2020",

year = "2020",

month = jun,

doi = "10.1109/HORA49412.2020.9152897",

language = "English",

series = "HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings",

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

booktitle = "HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings",

address = "United States",

}

Izci, D, Ekinci, S, Demiroren, A & Hedley, J 2020, HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System. in HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings., 9152897, HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020, Ankara, Turkey, 26/06/20. https://doi.org/10.1109/HORA49412.2020.9152897

HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System. / Izci, Davut; Ekinci, Serdar; Demiroren, Aysen et al.
HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9152897 (HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings).

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

TY - GEN

T1 - HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System

AU - Izci, Davut

AU - Ekinci, Serdar

AU - Demiroren, Aysen

AU - Hedley, John

PY - 2020/6

Y1 - 2020/6

N2 - In this study, Harris hawks optimization (HHO) algorithm has been proposed as a novel meta-heuristic algorithm to achieve optimal parameters of a PID controller adopted for aircraft pitch control system. To evaluate the performance of the proposed approach, comparative analyses have been performed using statistical analysis along with time and frequency domain analyses. Other recent and effective meta-heuristic algorithms based PID controllers such as salp swarm algorithm (SSA) tuned and atom search optimization (ASO) algorithm tuned PID controllers were chosen for comparison to verify the effectiveness of HHO tuned PID controller. The comparisons have confirmed the better performance of the proposed HHO tuned PID controller over other mechanisms for controlling the pitch angle of an aircraft.

AB - In this study, Harris hawks optimization (HHO) algorithm has been proposed as a novel meta-heuristic algorithm to achieve optimal parameters of a PID controller adopted for aircraft pitch control system. To evaluate the performance of the proposed approach, comparative analyses have been performed using statistical analysis along with time and frequency domain analyses. Other recent and effective meta-heuristic algorithms based PID controllers such as salp swarm algorithm (SSA) tuned and atom search optimization (ASO) algorithm tuned PID controllers were chosen for comparison to verify the effectiveness of HHO tuned PID controller. The comparisons have confirmed the better performance of the proposed HHO tuned PID controller over other mechanisms for controlling the pitch angle of an aircraft.

KW - Harris hawks optimization

KW - PID controller

KW - atom search optimization

KW - pitch control system

KW - salp swarm algorithm

UR - http://www.scopus.com/inward/record.url?scp=85089700125&partnerID=8YFLogxK

U2 - 10.1109/HORA49412.2020.9152897

DO - 10.1109/HORA49412.2020.9152897

M3 - Conference contribution

AN - SCOPUS:85089700125

T3 - HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings

BT - HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020

Y2 - 26 June 2020 through 27 June 2020

ER -

Izci D, Ekinci S, Demiroren A, Hedley J. HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System. In HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9152897. (HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings). doi: 10.1109/HORA49412.2020.9152897

HHO Algorithm based PID Controller Design for Aircraft Pitch Angle Control System

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